Alexandre Gramfort

According to our database, Alexandre Gramfort authored at least 240 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Methods and considerations for estimating parameters in biophysically detailed neural models with simulation based inference.

Nicholas Tolley, Pedro L. C. Rodrigues, Alexandre Gramfort, Stephanie R. Jones

PLoS Comput. Biol., February, 2024

Local linear convergence of proximal coordinate descent algorithm.

Quentin Klopfenstein, Quentin Bertrand, Alexandre Gramfort, Joseph Salmon, Samuel Vaiter

Optim. Lett., January, 2024

emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography.

Viswanath Sivakumar, Jeffrey Seely, Alan Du, Sean R. Bittner, Adam Berenzweig, Anuoluwapo Bolarinwa, Alexandre Gramfort, Michael I. Mandel

CoRR, 2024

Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment.

Théo Gnassounou, Antoine Collas, Rémi Flamary, Karim Lounici, Alexandre Gramfort

CoRR, 2024

SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation.

Yanis Lalou, Théo Gnassounou, Antoine Collas, Antoine de Mathelin, Oleksii Kachaiev, Ambroise Odonnat, Alexandre Gramfort, Thomas Moreau, Rémi Flamary

CoRR, 2024

Geodesic Optimization for Predictive Shift Adaptation on EEG data.

Apolline Mellot, Antoine Collas, Sylvain Chevallier, Alexandre Gramfort, Denis A. Engemann

CoRR, 2024

Diffusion posterior sampling for simulation-based inference in tall data settings.

Julia Linhart, Gabriel Victorino Cardoso, Alexandre Gramfort, Sylvain Le Corff, Pedro L. C. Rodrigues

CoRR, 2024

Cycling on the Freeway: The Perilous State of Open Source Neuroscience Software.

Britta U. Westner, Daniel R. McCloy, Eric Larson, Alexandre Gramfort, Daniel S. Katz, Arfon M. Smith, invited co-signees

CoRR, 2024

Weakly supervised covariance matrices alignment through Stiefel matrices estimation for MEG applications.

Antoine Collas, Rémi Flamary, Alexandre Gramfort

CoRR, 2024

Physics-Informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets.

Apolline Mellot, Antoine Collas, Sylvain Chevallier, Denis A. Engemann, Alexandre Gramfort

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

mne-connectivity.

Adam Li, Daniel McCloy, Eric Larson, Britta U. Westner, Alexander Kroner, Alexandre Gramfort

Dataset, December, 2023

nipy/nibabel: 5.2.0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Eric Larson, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Zvi Baratz, Hao-Ting Wang, Dimitri Papadopoulos Orfanos, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Jonathan Daniel, Or Duek, Ariel Rokem, Mathieu Scheltienne, Cindee Madison, Anibal Sólon, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Ross Markello, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Andrew N. Van, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, Reinder Vos de Wael, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Jérôme Dockès, Nikolaas N. Oosterhof, Bago Amirbekian, Horea Christian, Ian Nimmo-Smith, Ly Nguyen, Peter Suter, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Lea Waller, Oliver P. Hinds, Bennet Fauber, Blake Dewey, Fabian Perez, Jacob Roberts, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Tomás Hrnciar, Valentin Haenel, Yannick Schwartz, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, December, 2023

bids-specification.

Aaron Oliver-Taylor, Adam Li, Adam G. Thomas, Adeen Flinker, Adina S. Wagner, Agah Karakuzu, Aki Nikolaidis, Alberto Lazari, Alejandro de la Vega, Alessio Giacomel, Alexander Rockhill, Alexander Jones, Alexander Li Cohen, Alexander von Lautz, Alexandre Gramfort, Alexandre Hutton, Alexandre Routier, Alexandru Foias, Ali Khan, Alizee Wickenheiser, Ana Fouto, Anders Eklund, Andrea Pigorini, Andrew Hoopes, Andrew Jahn, Andrew Janke, Anibal Sólon, Anthony Galassi, Ariel Rokem, Arjen Stolk, Arnaud Delorme, Arnaud Marcoux, Arshitha Basavaraj, Ashley G. Gillman, Athanasia M. Mowinckel, Aysegul Gunduz, Azeez Adebimpe, B. Nolan Nichols, Balint Kincses, Benjamin Beasley, Benjamin K. Dichter, Benjamin Gagl, Bertrand Thirion, Bradley Voytek, Brett L. Foster, Brian A. Wandell, Brian N. Lundstrom, Camille Maumet, Carlo Miniussi, Cecile Madjar, Chloé Pasturel, Chris Benjamin, Chris Gahnström, Chris Holdgraf, Chris Gorgolewski, Chris Rorden, Christian Büchel, Christian Horea, Christine Rogers, Christophe Phillips, Christopher J. Honey, Christopher J. Markiewicz, Christopher Lee-Messer, Clara Moreau, Clint Hansen, Cyril R. Pernet, Cyrus Eierud, D. Sturgeon, Dan Levitas, Dan Lurie, Daniel A. Handwerker, David C. Alsop, David A. Boas, David M. Groppe, David B. Keator, David McAlpine, David Thomas, Dejan Draschkow, Dianne K. Patterson, Dimitri Papadopoulos Orfanos, Dmitry Petrov, Dora Hermes, Dorien Huijser, Douglas N. Greve, Duncan Macleod, Dung Truong, Dylan Nielson, Eduard Ort, Eleonora Marcantoni, Elizabeth Bock, Elizabeth DuPre, Elke Warmerdam, Erdal Karaca, Eric A. Earl, Eric Achten, Eric Bridgeford, Erin W. Dickie, Ethan Blackwood, Eugene P. Duff, Ezequiel Mikulan, Felipe Orihuela-Espina, Fidel Alfaro-Almagro, Filip Szczepankiewicz, Filippo Maria Castelli, Franco Pestilli, Franklin W. Feingold, François Tadel, Gaia Rizzo, Gang Chen, Gaël Varoquaux, Ghislain Vaillant, Giacomo Bertazzoli, Giacomo Guidali, Giacomo Mazzamuto, Gilles de Hollander, Gio Piantoni, Gitte M. Knudsen, Giulio Castegnaro, Giuseppe Gallitto, Graham Searle, Granville J. Matheson, Gregory Kiar, Gregory Noack, Greydon Gilmore, Guillaume Flandin, Gunnar Schaefer, Gustav Nilsonne, Hamish Innes-Brown, Hanne D. Hansen, Hanzhang Lu, Hao-Ting Wang, Helena Cockx, Henk Mutsaerts, Hernando Ombao, Hugo Boniface, Ayse Ilkay Isik, Ilona Lipp, International Neuroinformatics Coordinating Facility, Iris I. A. Groen, Isla Staden, Jaap von der Aar, Jakub Kaczmarzyk, James Gholam, James Kent, Jan-Mathijs Schoffelen, Jan Petr, Jean-Baptiste Poline, Jean-Christophe Houde, Jean-Dominique Gallezot, Jean-Philippe Lachaux, Jeanette Mumford, Jefferson Casimir, Jeffrey G. Ojemann, Jeffrey S. Grethe, JegouA, Jelle R. Dalenberg, Jeremy T. Moreau, Jessica A. Turner, Jochem W. Rieger, John A. Detre, John Pellman, John T. Wodder, Joke Durnez, Jon Haitz Legarreta Gorrono, Jonathan C. Lau, Jonathan Winawer, Joost P. A. Kuijer, Jose Manuel Saborit, Joseph Wexler, Joseph G. Woods, J. Guiomar Niso, Julia Sprenger, Julien Cohen-Adad, Julius Welzel, Kai J. Miller, Kangjoo Lee, Katja Heuer, Kay Robbins, Kevin Larcher, Kimberly L. Ray, Kirstie J. Whitaker, Klara Gregorova, Klaus Gramann, Kris Thielemans, Kristofer E. Bouchard, Kurt Schilling, Laetitia Fesselier, Laura & John Arnold Foundation, Leandro Beltrachini, Lee Kamentsky, Lennart Walger, Lennart Wittkuhn, Liberty S. Hamilton, Luca Pollonini, Luis Hernandez-Garcia, Luke J. Edwards, Lyuba Zehl, Mainak Jas, Manjari Narayan, Manuel R. Mercier, Maqsood Yaqub, Marc Lalancette, Marco Castellaro, Maria de la Iglesia, Marie-Hélène Bourget, Mark Mikkelsen, Markus Morawski, Marta Bortoletto, Martin Craig, Martin Nørgaard, Martin Szinte, Martin Wilson, Martina Bulgari, Mateusz Pawlik, Mathias Goncalves, Mathieu Boudreau, Matt Sanderson, Matteo Tonietto, Matthias Günther, Matthias Van Osch, Maureen J. Shader, Maurice Pasternak, Max A. van den Boom, Melanie Ganz-Benjaminsen, Michael Chappell, Michael Hanke, Michael P. Harms, Michael P. Milham, Michael P. Notter, Michael Schirner, Mikaël Naveau, Nader Pouratian, Natalia Petridou, National Institute of Mental Health, Nell Hardcastle, Nicholas Traut, Nick F. Ramsey, Nicole C. Swann, Nima Bigdely Shamlo, Olivier David, Orrin Devinsky, Oscar Esteban, Pamela LaMontagne, Parul Sethi, Patricia Clement, Patrick Park, Paule-Joanne Toussaint, Peer Herholz, Petra Ritter, Pierre Rioux, Pieter Vandemaele, Pradeep Reddy Raamana, R. Cameron Craddock, Rémi Gau, Richard Höchenberger, Richard N. Henson, Robert B. Innis, Robert E. Smith, Robert Knight, Robert Luke, Robert Oostenveld, Roberto Toro, Rohan Goyal, Ross W. Blair, Russell A. Poldrack, Rémi Adon, Samir Das, Samuel Garcia, Samuel A. Nastase, Sara Elgayar, Sasha D'Ambrosio, Satrajit S. Ghosh, Scott Makeig, Sein Jeung, Shashank Bansal, Sjoerd B. Vos, Soichi Hayashi, Stefan Appelhoff, Stephan Bickel, Steven L. Meisler, Suyash Bhogawar, Sylvain Baillet, Sylvain Takerkart, Sébastien Tourbier, Sören Grothkopp, Tal Pal Attia, Tal Yarkoni, Tamas Spisak, Tamás Józsa, Taylor Salo, Teon L. Brooks, Thomas E. Nichols, Thomas Funck, Thomas Kirk, Thomas W. Okell, Tibor Auer, Timo Dickscheid, Timotheus Berg, Tobey Betthauser, Tobias Bengfort, Tom Hampshire, Tor Wager, Travis Riddle, Tristan Glatard, Tyler Collins, Ulrike Bingel, Vanessa V. Sochat, Vasudev Raguram, Vince D. Calhoun, Vittorio Iacovella, Vladimir Litvak, Wietske van der Zwaag, William Clarke, William Triplett, Wouter V. Potters, Xiangrui Li, Yaroslav O. Halchenko, Yoni Ashar, Yuan Wang, Zachary Michael, ezemikulan, josator2, monkeyman192, Étienne Bergeron

Dataset, November, 2023

nilearn.

Nilearn Contributors, Ahmad Chamma, Aina Frau-Pascual, Alex Rothberg, Alexandre Abadie, Alexandre Abraham, Alexandre Gramfort, Alexandre Savio, Alexandre Cionca, Alexis Thual, Alisha Kodibagkar, Amadeus Kanaan, Ana Luísa Pinho, Andrés Hoyos Idrobo, Anne-Sophie Kieslinger, Ariel Rokem, Arthur Mensch, Aswin Vijayan, Audrey Duran, Ben Cipollini, Bertrand Thirion, Binh Nguyen, Caglar Cakan, Chris Gorgolewski, Chris Markiewicz, Christian Horea, Christian Gerloff, Colin Reininger, Connor Lane, Czarina Sy, Céline Delettre, Dan Gale, Daniel Gomez, Danilo Bzdok, David G. Ellis, Demian Wassermann, Derek Pisner, Dimitri Papadopoulos Orfanos, Elizabeth DuPre, Elvis Dohmatob, Eric Larson, Evan Edmond, Fabian Pedregosa, Franz Liem, François Paugam, Gaël Varoquaux, Gilles de Hollander, Gregory Kiar, Greydon Gilmore, Guillaume Lemaitre, Hao-Ting Wang, Himanshu Aggarwal, Ian Abenes, Jake Vogel, Ján Margeta, Jaques Grobler, Jason Gors, Javier Rasero, Jean Kossaifi, Jean-Rémi King, Jelle Roelof Dalenberg, Jeremy Lefort-Besnard, Jérôme Dockès, Jérôme-Alexis Chevalier, Johannes Wiesner, Jon Haitz Legarreta Gorrono, Jona Sassenhagen, Joshua Teves, Julia M. Huntenburg, Julio A. Peraza-Goicolea, Kamalakar Reddy Daddy, Kevin R. Sitek, Koen Helwegen, Konrad Wagstyl, Konstantin Shmelkov, Kshitij Chawla, Kun Chen, Leonard Sasse, Loic Estève, Loïc Tetrel, Luz Paz, Manon Pietrantoni, Martin Perez-Guevara, Martin Wegrzyn, Mathias Goncalves, Mathieu Dugré, Matthias Ekman, Matthieu Joulot, Maximilian Cosmo Sitter, Mehdi Rahim, Michael Eickenberg, Michael Hanke, Michael Notter, Michael Waskom, Michelle Wang, Mohammad Torabi, Moritz Boos, Myeong Seop Song, Natasha Clarke, Neelay Shah, Nicolas Gensollen, Oliver Warrington, Oscar Esteban, Patrick S. Sadil, Paul Bogdan, Paula Sanz-Leon, Peer Herholz, Philippe Gervais, Pierre Bellec, Pierre Glaser, Pierre-Olivier Quirion, Pradeep Reddy Raamana, Rahul Brito, Raphaël Meudec, Robert Luke, Robert Williamson, Roberto Guidotti, Ronald Phlypo, Ryan Hammonds, Rémi Gau, Sachin Patalasingh, Sage Hahn, Salma Bougacha, Sam Buck Johnson, Sami Jawhar, Simon Steinkamp, Sourav Singh, Steven L. Meisler, Sylvain Lan, Sylvain Takerkart, Tarun Samanta, Taylor Salo, Thomas Bazeille, Tom Vanasse, Vasco Diogo, Vincent Michel, Virgile Fritsch, Yaroslav O. Halchenko, Yasmin Mzayek, Zvi Baratz, Óscar Nájera

Dataset, October, 2023

nipy/nibabel: 5.1.0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Eric Larson, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Zvi Baratz, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Jonathan Daniel, Or Duek, Ariel Rokem, Cindee Madison, Dimitri Papadopoulos Orfanos, Anibal Sólon, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Ross Markello, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Andrew N. Van, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Jérôme Dockès, Nikolaas N. Oosterhof, Bago Amirbekian, Horea Christian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Lea Waller, Oliver P. Hinds, Bennet Fauber, Fabian Perez, Jacob Roberts, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Tomás Hrnciar, Valentin Haenel, Yannick Schwartz, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, April, 2023

nipy/nibabel: 5.0.1.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Eric Larson, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Jonathan Daniel, Or Duek, Ariel Rokem, Cindee Madison, Dimitri Papadopoulos Orfanos, Anibal Sólon, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Zvi Baratz, Ross Markello, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Andrew N. Van, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Jérôme Dockès, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Lea Waller, Oliver P. Hinds, Bennet Fauber, Jacob Roberts, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Tomás Hrnciar, Valentin Haenel, Yannick Schwartz, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, February, 2023

nipy/nibabel: 5.0.0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Eric Larson, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Jonathan Daniel, Or Duek, Ariel Rokem, Cindee Madison, Dimitri Papadopoulos Orfanos, Anibal Sólon, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Zvi Baratz, Ross Markello, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Andrew N. Van, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Jérôme Dockès, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Lea Waller, Oliver P. Hinds, Bennet Fauber, Jacob Roberts, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Tomás Hrnciar, Valentin Haenel, Yannick Schwartz, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, January, 2023

Using convolutional dictionary learning to detect task-related neuromagnetic transients and ageing trends in a large open-access dataset.

Lindsey Power, Cédric Allain, Thomas Moreau, Alexandre Gramfort, Timothy Bardouille

NeuroImage, 2023

Evaluating the structure of cognitive tasks with transfer learning.

Bruno Aristimunha, Raphael Y. de Camargo, Walter Hugo Lopez Pinaya, Sylvain Chevallier, Alexandre Gramfort, Cédric Rommel

CoRR, 2023

Convolutional Monge Mapping Normalization for learning on biosignals.

Théo Gnassounou, Rémi Flamary, Alexandre Gramfort

CoRR, 2023

Optimizing the Noise in Self-Supervised Learning: from Importance Sampling to Noise-Contrastive Estimation.

Omar Chehab, Alexandre Gramfort, Aapo Hyvärinen

CoRR, 2023

L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference.

Julia Linhart, Alexandre Gramfort, Pedro Rodrigues

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Convolution Monge Mapping Normalization for learning on sleep data.

Théo Gnassounou, Rémi Flamary, Alexandre Gramfort

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multiview Independent Component Analysis with Delays.

Ambroise Heurtebise, Pierre Ablin, Alexandre Gramfort

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels.

Guillaume Staerman, Cédric Allain, Alexandre Gramfort, Thomas Moreau

Proceedings of the International Conference on Machine Learning, 2023

2022

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon L. Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Ariel Rokem, Daniel McCloy, Austin J. Hurst, Diego Lozano-Soldevilla, Eduard Ort, Ethan Knights, Evgenii Kalenkovich, Franziska von Albedyll, Fu-Te Wong, Jean-Rémi King, J. Guiomar Niso, Richard Koehler, Robert Luke, Simon Kern, Sin Kim, Sophie Herbst, Swastika Gupta, Thomas Donoghue, Yorguin José Mantilla Ramos, Scott Huberty, Mathieu Scheltienne, Anand Saini, Bruno Hebling Vieira, Denis A. Engemann, Moritz Gerster, Alexandre Gramfort, Mainak Jas

Dataset, December, 2022

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon L. Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Ariel Rokem, Daniel McCloy, Austin J. Hurst, Diego Lozano-Soldevilla, Eduard Ort, Ethan Knights, Evgenii Kalenkovich, Franziska von Albedyll, Fu-Te Wong, Jean-Rémi King, J. Guiomar Niso, Richard Koehler, Robert Luke, Simon Kern, Sin Kim, Sophie Herbst, Swastika Gupta, Thomas Donoghue, Yorguin José Mantilla Ramos, Scott Huberty, Mathieu Scheltienne, Anand Saini, Bruno Hebling Vieira, Denis A. Engemann, Alexandre Gramfort, Mainak Jas

Dataset, October, 2022

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon L. Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Ariel Rokem, Daniel McCloy, Austin J. Hurst, Diego Lozano-Soldevilla, Eduard Ort, Ethan Knights, Evgenii Kalenkovich, Franziska von Albedyll, Fu-Te Wong, Jean-Rémi King, Julia Guiomar Niso Galán, Richard Koehler, Robert Luke, Simon Kern, Sin Kim, Sophie Herbst, Swastika Gupta, Thomas Donoghue, Yorguin José Mantilla Ramos, Scott Huberty, Mathieu Scheltienne, Anand Saini, Bruno Hebling Vieira, Denis A. Engemann, Alexandre Gramfort, Mainak Jas

Dataset, October, 2022

nipy/nipype: 1.8.3.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Martin Nørgaard, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, James D. Kent, Erin Benderoff, Drew Erickson, Maria de Fatima Dias, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Andrea Dell'Orco, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Serge Koudoro, Arman Eshaghi, K. Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Lea Waller, Aimi Watanabe, David Mordom, Jérémy Guillon, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross Markello, Ashley Gillman, Fabio Bernardoni, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Ghislain Vaillant, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Zvi Baratz, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, Gal Ben-Zvi, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gavin Cooper, Hrvoje Stojic, Tan Hui Qian, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Xihe Xie, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Paul Kuntke, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao WEN, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Rinat Mukhometzianov, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Blaise Frederick, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Ivan Gonzalez, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Sebastian Urchs, Sunjae Shim, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, July, 2022

pyRiemann/pyRiemann: v0.3.

Alexandre Barachant, Quentin Barthélemy, Jean-Rémi King, Alexandre Gramfort, Sylvain Chevallier, Pedro L. C. Rodrigues, Emanuele Olivetti, Vladislav Goncharenko, Gabriel Wagner vom Berg, Ghiles Reguig, Arthur Lebeurrier, Erik Bjäreholt, Maria Sayu Yamamoto, Pierre Clisson, Marie-Constance Corsi

Dataset, July, 2022

nipy/nibabel.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Eric Larson, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Jonathan Daniel, Or Duek, Ariel Rokem, Cindee Madison, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Ross Markello, Cameron Riddell, Anibal Sólon, Christopher Burns, K. Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Dimitri Papadopoulos Orfanos, Andrew N. Van, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Jérôme Dockès, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Lea Waller, Oliver P. Hinds, Bennet Fauber, Jacob Roberts, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Tomás Hrnciar, Valentin Haenel, Yannick Schwartz, Zvi Baratz, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, June, 2022

nipy/nibabel: 4.0.0rc0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Eric Larson, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Jonathan Daniel, Or Duek, Ariel Rokem, Cindee Madison, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Ross Markello, Cameron Riddell, Anibal Sólon, Christopher Burns, K. Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Dimitri Papadopoulos Orfanos, Andrew N. Van, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Jérôme Dockès, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Lea Waller, Oliver P. Hinds, Bennet Fauber, Jacob Roberts, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Tomás Hrnciar, Valentin Haenel, Yannick Schwartz, Zvi Baratz, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, June, 2022

nipy/nibabel: 3.2.2.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Eric Larson, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Or Duek, Jonathan Daniel, Ariel Rokem, Cindee Madison, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Ross Markello, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Anibal Sólon, Jaakko Leppäkangas, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Dimitri Papadopoulos Orfanos, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Zvi Baratz, Andrew N. Van, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Lea Waller, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Tomás Hrnciar, Venkateswara Reddy Reddam, freec84

Dataset, June, 2022

nipy/nipype: 1.8.1.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Martin Nørgaard, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, James D. Kent, Erin Benderoff, Drew Erickson, Maria de Fatima Dias, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Andrea Dell'Orco, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Serge Koudoro, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Lea Waller, Aimi Watanabe, David Mordom, Jérémy Guillon, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross Markello, Ashley Gillman, Fabio Bernardoni, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Zvi Baratz, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gal Ben-Zvi, Gavin Cooper, Hrvoje Stojic, Tan Hui Qian, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Xihe Xie, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Paul Kuntke, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Ghislain Vaillant, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao WEN, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Rinat Mukhometzianov, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Blaise Frederick, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Ivan Gonzalez, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Sebastian Urchs, Sunjae Shim, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, May, 2022

nipy/nipype: 1.8.0.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Martin Nørgaard, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, James D. Kent, Erin Benderoff, Drew Erickson, Maria de Fatima Dias, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Andrea Dell'Orco, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Serge Koudoro, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Lea Waller, Aimi Watanabe, David Mordom, Jérémy Guillon, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross Markello, Ashley Gillman, Fabio Bernardoni, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Zvi Baratz, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gal Ben-Zvi, Gavin Cooper, Hrvoje Stojic, Tan Hui Qian, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Xihe Xie, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Paul Kuntke, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Ghislain Vaillant, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao WEN, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Rinat Mukhometzianov, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Blaise Frederick, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Ivan Gonzalez, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Sebastian Urchs, Sunjae Shim, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, May, 2022

nipy/nipype: 1.7.1.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, Erin Benderoff, Drew Erickson, Maria de Fatima Dias, James D. Kent, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Andrea Dell'Orco, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Serge Koudoro, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Lea Waller, Aimi Watanabe, David Mordom, Jérémy Guillon, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross D. Markello, Ashley Gillman, Fabio Bernardoni, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Zvi Baratz, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gal Ben-Zvi, Gavin Cooper, Hrvoje Stojic, Tan Hui Qian, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Xihe Xie, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Paul Kuntke, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao WEN, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Rinat Mukhometzianov, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Ivan Gonzalez, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Sebastian Urchs, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, April, 2022

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon L. Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Alexandre Gramfort, Mainak Jas

Dataset, March, 2022

Intracranial Electrode Location and Analysis in MNE-Python.

Alexander Rockhill, Eric Larson, Brittany Stedelin, Alessandra Mantovani, Ahmed M. Raslan, Alexandre Gramfort, Nicole C. Swann

Dataset, February, 2022

DiCoDiLe: Distributed Convolutional Dictionary Learning.

Thomas Moreau, Alexandre Gramfort

IEEE Trans. Pattern Anal. Mach. Intell., 2022

A unified view on beamformers for M/EEG source reconstruction.

Britta U. Westner, Sarang S. Dalal, Alexandre Gramfort, Vladimir Litvak, John C. Mosher, Robert Oostenveld, Jan-Mathijs Schoffelen

NeuroImage, 2022

A reusable benchmark of brain-age prediction from M/EEG resting-state signals.

Denis A. Engemann, Apolline Mellot, Richard Höchenberger, Hubert J. Banville, David Sabbagh, Lukas Gemein, Tonio Ball, Alexandre Gramfort

NeuroImage, 2022

Robust learning from corrupted EEG with dynamic spatial filtering.

Hubert J. Banville, Sean U. N. Wood, Chris Aimone, Denis-Alexander Engemann, Alexandre Gramfort

NeuroImage, 2022

Intracranial Electrode Location and Analysis in MNE-Python.

Alexander Rockhill, Eric Larson, Brittany Stedelin, Alessandra Mantovani, Ahmed M. Raslan, Alexandre Gramfort, Nicole C. Swann

J. Open Source Softw., 2022

Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning.

Quentin Bertrand, Quentin Klopfenstein, Mathurin Massias, Mathieu Blondel, Samuel Vaiter, Alexandre Gramfort, Joseph Salmon

J. Mach. Learn. Res., 2022

Validation Diagnostics for SBI algorithms based on Normalizing Flows.

Julia Linhart, Alexandre Gramfort, Pedro L. C. Rodrigues

CoRR, 2022

Data augmentation for learning predictive models on EEG: a systematic comparison.

Cédric Rommel, Joseph Paillard, Thomas Moreau, Alexandre Gramfort

CoRR, 2022

Averaging Spatio-temporal Signals using Optimal Transport and Soft Alignments.

Hicham Janati, Marco Cuturi, Alexandre Gramfort

CoRR, 2022

The optimal noise in noise-contrastive learning is not what you think.

Omar Chehab, Alexandre Gramfort, Aapo Hyvärinen

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Deep invariant networks with differentiable augmentation layers.

Cédric Rommel, Thomas Moreau, Alexandre Gramfort

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Toward a realistic model of speech processing in the brain with self-supervised learning.

Juliette Millet, Charlotte Caucheteux, Pierre Orhan, Yves Boubenec, Alexandre Gramfort, Ewan Dunbar, Christophe Pallier, Jean-Remi King

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Benchopt: Reproducible, efficient and collaborative optimization benchmarks.

Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals.

Cédric Rommel, Thomas Moreau, Joseph Paillard, Alexandre Gramfort

Proceedings of the Tenth International Conference on Learning Representations, 2022

DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals.

Cédric Allain, Alexandre Gramfort, Thomas Moreau

Proceedings of the Tenth International Conference on Learning Representations, 2022

LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso.

Kenan Sehic, Alexandre Gramfort, Joseph Salmon, Luigi Nardi

Proceedings of the International Conference on Automated Machine Learning, 2022

2021

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon L. Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Alexandre Gramfort, Mainak Jas

Dataset, November, 2021

nipy/nipype: 1.7.0.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, Erin Benderoff, Drew Erickson, James D. Kent, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Andrea Dell'Orco, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Aimi Watanabe, David Mordom, Lea Waller, Fátima Machado, Jérémy Guillon, Serge Koudoro, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross D. Markello, Ashley Gillman, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, Zvi Baratz, David Welch, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gal Ben-Zvi, Gavin Cooper, Hrvoje Stojic, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao WEN, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Ivan Gonzalez, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Rinat Mukhometzianov, Sebastian Urchs, Thomas Nickson, William Broderick, Xihe Xie, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, October, 2021

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon L. Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Alexandre Gramfort, Mainak Jas

Dataset, July, 2021

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Alexandre Gramfort, Mainak Jas

Dataset, March, 2021

mvlearn: Multiview Machine Learning in Python.

Ronan Perry, Gavin Mischler, Richard Guo, Theo Lee, Alexander Chang, Arman Koul, Cameron Franz, Hugo Richard, Iain Carmichael, Pierre Ablin, Alexandre Gramfort, Joshua T. Vogelstein

J. Mach. Learn. Res., 2021

POT: Python Optimal Transport.

Rémi Flamary, Nicolas Courty, Alexandre Gramfort, Mokhtar Z. Alaya, Aurélie Boisbunon, Stanislas Chambon, Laetitia Chapel, Adrien Corenflos, Kilian Fatras, Nemo Fournier, Léo Gautheron, Nathalie T. H. Gayraud, Hicham Janati, Alain Rakotomamonjy, Ievgen Redko, Antoine Rolet, Antony Schutz, Vivien Seguy, Danica J. Sutherland, Romain Tavenard, Alexander Tong, Titouan Vayer

J. Mach. Learn. Res., 2021

DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals.

Cédric Allain, Alexandre Gramfort, Thomas Moreau, A. Preprint

CoRR, 2021

Long-range and hierarchical language predictions in brains and algorithms.

Charlotte Caucheteux, Alexandre Gramfort, Jean-Remi King

CoRR, 2021

Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements.

Maëliss Jallais, Pedro Rodrigues, Alexandre Gramfort, Demian Wassermann

CoRR, 2021

Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction.

Marc-Andre Schulz, Bertrand Thirion, Alexandre Gramfort, Gaël Varoquaux, Danilo Bzdok

CoRR, 2021

CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals.

Cédric Rommel, Thomas Moreau, Alexandre Gramfort

CoRR, 2021

Deep Recurrent Encoder: A scalable end-to-end network to model brain signals.

Omar Chehab, Alexandre Défossez, Jean-Christophe Loiseau, Alexandre Gramfort, Jean-Remi King

CoRR, 2021

Decomposing lexical and compositional syntax and semantics with deep language models.

Charlotte Caucheteux, Alexandre Gramfort, Jean-Remi King

CoRR, 2021

Adaptive Multi-View ICA: Estimation of noise levels for optimal inference.

Hugo Richard, Pierre Ablin, Aapo Hyvärinen, Alexandre Gramfort, Bertrand Thirion

CoRR, 2021

Leveraging Global Parameters for Flow-based Neural Posterior Estimation.

Pedro L. C. Rodrigues, Thomas Moreau, Gilles Louppe, Alexandre Gramfort

CoRR, 2021

2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets.

Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

HNPE: Leveraging Global Parameters for Neural Posterior Estimation.

Pedro Rodrigues, Thomas Moreau, Gilles Louppe, Alexandre Gramfort

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Shared Independent Component Analysis for Multi-Subject Neuroimaging.

Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Cytoarchitecture Measurements in Brain Gray Matter Using Likelihood-Free Inference.

Maëliss Jallais, Pedro L. C. Rodrigues, Alexandre Gramfort, Demian Wassermann

Proceedings of the Information Processing in Medical Imaging, 2021

Disentangling syntax and semantics in the brain with deep networks.

Charlotte Caucheteux, Alexandre Gramfort, Jean-Remi King

Proceedings of the 38th International Conference on Machine Learning, 2021

Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects.

Charlotte Caucheteux, Alexandre Gramfort, Jean-Remi King

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Learning with self-supervision on EEG data.

Alexandre Gramfort, Hubert J. Banville, Omar Chehab, Aapo Hyvärinen, Denis A. Engemann

Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

2020

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Alexandre Gramfort, Mainak Jas

Dataset, December, 2020

nipy/nibabel: 3.2.1.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Eric Larson, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Or Duek, Jonathan Daniel, Ariel Rokem, Cindee Madison, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Ross D. Markello, Cameron Riddell, Christopher Burns, K. Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Anibal Sólon, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Zvi Baratz, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Dimitri Papadopoulos Orfanos, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, November, 2020

nipy/nibabel: 3.2.0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Eric Larson, Satrajit S. Ghosh, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Or Duek, Jonathan Daniel, Ariel Rokem, Cindee Madison, Brendan Moloney, Félix C. Morency, Mathias Goncalves, Ross D. Markello, Cameron Riddell, Christopher Burns, K. Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Anibal Sólon, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, Julian Klug, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Fernando Pérez-García, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Zvi Baratz, Benjamin C. Darwin, Bertrand Thirion, Carl Gauthier, Dimitri Papadopoulos Orfanos, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Markéta Calábková, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, October, 2020

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Adam Li, Alexandre Gramfort, Mainak Jas

Dataset, October, 2020

nipy/nipype: 1.5.1.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Jason Wong, Alejandro de la Vega, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, Erin Benderoff, Drew Erickson, James D. Kent, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Dylan M. Nielson, Gaël Varoquaux, Aimi Watanabe, David Mordom, Jérémy Guillon, Serge Koudoro, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross D. Markello, Ashley Gillman, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth Dupre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, William Triplett, Ali Ghayoor, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Oliver Contier, Dale Zhou, Dmytro Bielievtsov, Gavin Cooper, Hrvoje Stojic, Janosch Linkersdörfer, Lea Waller, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Eric Condamine, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao WEN, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Robbert Harms, Sami Andberg, Zvi Baratz, K. Matsubara, Abel A. González Orozco, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Guillaume Flandin, Ivan Gonzalez, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Michael R. Crusoe, Nicolas Pannetier, Ranjeet Khanuja, Sebastian Urchs, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, September, 2020

nipy/nipype: 1.5.0.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Rastko Ciric, Horea Christian, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Jason Wong, Alejandro de la Vega, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, Erin Benderoff, Drew Erickson, James D. Kent, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Arman Eshaghi, Jarrod Millman, Dylan M. Nielson, Gaël Varoquaux, Aimi Watanabe, David Mordom, Matteo Mancini, Jérémy Guillon, Serge Koudoro, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross D. Markello, Ashley Gillman, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth Dupre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, William Triplett, Ali Ghayoor, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Oliver Contier, Dale Zhou, Dmytro Bielievtsov, Gavin Cooper, Hrvoje Stojic, Janosch Linkersdörfer, Lea Waller, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Eric Condamine, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao WEN, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Robbert Harms, Sami Andberg, Zvi Baratz, K. Matsubara, Abel A. González Orozco, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Guillaume Flandin, Ivan Gonzalez, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Michael R. Crusoe, Nicolas Pannetier, Ranjeet Khanuja, Sebastian Urchs, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, June, 2020

nipy/nibabel: 3.1.1.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Or Duek, Ariel Rokem, Cindee Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Ross D. Markello, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Anibal Sólon, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Zvi Baratz, Benjamin C. Darwin, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, June, 2020

nipy/nibabel: 3.1.0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Dorota Jarecka, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Jakub Kaczmarzyk, Roberto Guidotti, Or Duek, Ariel Rokem, Cindee Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Ross Markello, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Anibal Sólon, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Zvi Baratz, Benjamin C. Darwin, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, April, 2020

nipy/nibabel: 2.5.2.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Erik K. Kastman, Ariel Rokem, Cindee Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Krish Subramaniam, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Egor Panfilov, Henry Braun, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, April, 2020

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Alexandre Gramfort, Mainak Jas

Dataset, April, 2020

nipy/nibabel: 3.0.2.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Ariel Rokem, Cindee Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Dorota Jarecka, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Benjamin C. Darwin, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, Zvi Baratz, freec84

Dataset, March, 2020

nipy/nipype: 1.4.2.

Oscar Esteban, Christopher J. Markiewicz, Hans J. Johnson, Erik Ziegler, Alexandre Manhães-Savio, Dorota Jarecka, Christopher Burns, David Gage Ellis, Carlo Hämäläinen, Michael Philipp Notter, Benjamin Yvernault, Taylor Salo, Michael L. Waskom, Mathias Goncalves, Kesshi Jordan, Jason Wong, Blake E. Dewey, Cindee M. Madison, Erin Benderoff, Daniel Clark, Fred Loney, Dav Clark, Anisha Keshavan, Michael Joseph, Dylan Nielson, Michael Dayan, Marc Modat, Alexandre Gramfort, Salma Bougacha, Basile Pinsard, Shoshana Berleant, Horea Christian, Ariel Rokem, Matteo Visconti di Oleggio Castello, Yaroslav O. Halchenko, Jakub Kaczmarzyk, Gaël Varoquaux, Rastko Ciric, Brendan Moloney, Elizabeth Dupre, Serge Koudoro, Michael G. Clark, Ben Cipollini, Demian Wassermann, Jérémy Guillon, Ross D. Markello, Michael Hanke, Colin Buchanan, Rosalia Tungaraza, Ashley Gillman, Wolfgang M. Pauli, Gilles de Hollander, Sharad Sikka, Jessica Forbes, David Mordom, Shariq N. Iqbal, Matteo Mancini, Ian B. Malone, Mathieu Dubois, Yannick Schwartz, Caroline Frohlich, Alejandro Tabas, David Welch, Adam C. Richie-Halford, Steven Tilley, Aimi Watanabe, B. Nolan Nichols, Julia M. Huntenburg, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Katherine L. Bottenhorn, Chad Cumba, Benjamin T. Acland, Anibal Sólon Heinsfeld, Erik K. Kastman, James D. Kent, Jens Kleesiek, Ali Ghayoor, Drew Erickson, Steven Giavasis, Alejandro de la Vega, Franz Liem, René Küttner, Martin Felipe Perez-Guevara, John A. Lee, Jarrod Millman, Jeff Lai, Dale Zhou, Christian Haselgrove, Daniel R. Glen, Anna Doll, Mandy Renfro, Carlos Correa, Siqi Liu, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Sin Kim, Ari E. Kahn, Tristan Glatard, William Triplett, Kshitij Chawla, John Salvatore, Fernando Pérez-García, Feilong Ma, Anne Park, R. Cameron Craddock, Oliver Hinds, Russell Poldrack, L. Nathan Perkins, Hrvoje Stojic, Andrey Chetverikov, Souheil Inati, Martin Grignard, Lukas Snoek, Lucinda M. Sisk, Katrin Leinweber, Junhao WEN, Sebastian Urchs, Ross Blair, K. Matsubara, Andrew Floren, Aaron Mattfeld, Stephan Gerhard, Jörg Stadler, Gavin Cooper, Daniel Haehn, William Broderick, Sami Andberg, Maxime Noel, Matt Cieslak, Joke Durnez, Eric Condamine, Dimitri Papadopoulos Orfanos, Daniel Geisler, Benjamin Meyers, Arielle Tambini, Alejandro Weinstein, Abel A. González Orozco, Robbert Harms, Ranjeet Khanuja, Paul Sharp, Olivia Stanley, Nat Lee, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Leon Weninger, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Claire Tarbert, Brian Cheung, Andrew N. Van, Andrew Davison, Dmitry Shachnev, Miguel Molina-Romero, Simon Rothmei, Murat Bilgel, Kai Schlamp, Eduard Ort, Daniel C. McNamee, Jaime Arias, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Ivan Gonzalez, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, February, 2020

nipy/nipype: 1.4.1.

Oscar Esteban, Christopher J. Markiewicz, Hans J. Johnson, Erik Ziegler, Alexandre Manhães-Savio, Dorota Jarecka, Christopher Burns, David Gage Ellis, Carlo Hämäläinen, Michael Philipp Notter, Benjamin Yvernault, Taylor Salo, Michael L. Waskom, Mathias Goncalves, Kesshi Jordan, Jason Wong, Blake E. Dewey, Cindee M. Madison, Erin Benderoff, Daniel Clark, Fred Loney, Dav Clark, Anisha Keshavan, Michael Joseph, Dylan Nielson, Michael Dayan, Marc Modat, Alexandre Gramfort, Salma Bougacha, Basile Pinsard, Shoshana Berleant, Horea Christian, Ariel Rokem, Matteo Visconti di Oleggio Castello, Yaroslav O. Halchenko, Jakub Kaczmarzyk, Gaël Varoquaux, Rastko Ciric, Brendan Moloney, Elizabeth Dupre, Serge Koudoro, Michael G. Clark, Ben Cipollini, Demian Wassermann, Jérémy Guillon, Ross D. Markello, Michael Hanke, Colin Buchanan, Rosalia Tungaraza, Ashley Gillman, Wolfgang M. Pauli, Gilles de Hollander, Sharad Sikka, Jessica Forbes, David Mordom, Shariq N. Iqbal, Matteo Mancini, Ian B. Malone, Mathieu Dubois, Yannick Schwartz, Caroline Frohlich, Alejandro Tabas, David Welch, Adam C. Richie-Halford, Steven Tilley, Aimi Watanabe, B. Nolan Nichols, Julia M. Huntenburg, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Katherine L. Bottenhorn, Chad Cumba, Benjamin T. Acland, Anibal Sólon Heinsfeld, Erik K. Kastman, James D. Kent, Jens Kleesiek, Drew Erickson, Ali Ghayoor, Steven Giavasis, Alejandro de la Vega, Franz Liem, René Küttner, Martin Felipe Perez-Guevara, John A. Lee, Jarrod Millman, Jeff Lai, Dale Zhou, Christian Haselgrove, Daniel R. Glen, Mandy Renfro, Carlos Correa, Siqi Liu, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Sin Kim, Ari E. Kahn, Tristan Glatard, William Triplett, Kshitij Chawla, John Salvatore, Fernando Pérez-García, Feilong Ma, Anne Park, Hrvoje Stojic, R. Cameron Craddock, Oliver Hinds, Russell Poldrack, L. Nathan Perkins, Lukas Snoek, Andrey Chetverikov, Souheil Inati, Martin Grignard, Lucinda M. Sisk, Katrin Leinweber, Junhao WEN, Sebastian Urchs, Ross Blair, K. Matsubara, Andrew Floren, Aaron Mattfeld, Stephan Gerhard, Jörg Stadler, Gavin Cooper, Daniel Haehn, William Broderick, Sami Andberg, Maxime Noel, Matt Cieslak, Joke Durnez, Eric Condamine, Dimitri Papadopoulos Orfanos, Daniel Geisler, Benjamin Meyers, Arielle Tambini, Alejandro Weinstein, Abel A. González Orozco, Robbert Harms, Ranjeet Khanuja, Paul Sharp, Olivia Stanley, Nat Lee, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Leon Weninger, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Claire Tarbert, Brian Cheung, Andrew N. Van, Andrew Davison, Dmitry Shachnev, Miguel Molina-Romero, Simon Rothmei, Murat Bilgel, Kai Schlamp, Eduard Ort, Daniel C. McNamee, Jaime Arias, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Ivan Gonzalez, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, January, 2020

nipy/nibabel: 3.0.1.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Dorota Jarecka, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Jean-Baptiste Poline, Jonathan Stutters, Kesshi Jordan, Matt Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Benjamin C. Darwin, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, January, 2020

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.

Gabriel A. Brat, Griffin M. Weber, Nils Gehlenborg, Paul Avillach, Nathan P. Palmer, Luca Chiovato, James J. Cimino, Lemuel R. Waitman, Gilbert S. Omenn, Alberto Malovini, Jason H. Moore, Brett K. Beaulieu-Jones, Valentina Tibollo, Shawn N. Murphy, Sehi L'Yi, Mark S. Keller, Riccardo Bellazzi, David A. Hanauer, Arnaud Serret-Larmande, Alba Gutiérrez-Sacristán, John J. Holmes, Douglas S. Bell, Kenneth D. Mandl, Robert W. Follett, Jeffrey G. Klann, Douglas A. Murad, Luigia Scudeller, Mauro Bucalo, Katie G. Kirchoff, Jean B. Craig, Jihad S. Obeid, Vianney Jouhet, Romain Griffier, Sébastien Cossin, Bertrand Moal, Lav P. Patel, Antonio Bellasi, Hans-Ulrich Prokosch, Detlef Kraska, Piotr Sliz, Amelia L. M. Tan, Kee Yuan Ngiam, Alberto Zambelli, Danielle L. Mowery, Emily Schriver, Batsal Devkota, Robert L. Bradford, Mohamad Daniar, Christel Daniel, Vincent Benoit, Romain Bey, Nicolas Paris, Patricia Serre, Nina Orlova, Julien Dubiel, Martin Hilka, Anne-Sophie Jannot, Stéphane Bréant, Judith Leblanc, Nicolas Griffon, Anita Burgun, Mélodie Bernaux, Arnaud Sandrin, Elisa Salamanca, Sylvie Cormont, Thomas Ganslandt, Tobias Gradinger, Julien Champ, Martin Boeker, Patricia Martel, Loic Estève, Alexandre Gramfort, Olivier Grisel, Damien Leprovost, Thomas Moreau, Gaël Varoquaux, Jill-Jênn Vie, Demian Wassermann, Arthur Mensch, Charlotte Caucheteux, Christian Haverkamp, Guillaume Lemaitre, Silvano Bosari, Ian D. Krantz, Andrew M. South, Tianxi Cai, Isaac S. Kohane

npj Digit. Medicine, 2020

Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states.

David Sabbagh, Pierre Ablin, Gaël Varoquaux, Alexandre Gramfort, Denis A. Engemann

NeuroImage, 2020

Multi-subject MEG/EEG source imaging with sparse multi-task regression.

Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort

NeuroImage, 2020

Comparison of beamformer implementations for MEG source localization.

Amit Jaiswal, Jukka Nenonen, Matti Stenroos, Alexandre Gramfort, Sarang S. Dalal, Britta U. Westner, Vladimir Litvak, John C. Mosher, Jan-Mathijs Schoffelen, Caroline Witton, Robert Oostenveld, Lauri Parkkonen

NeuroImage, 2020

Learning summary features of time series for likelihood free inference.

Pedro L. C. Rodrigues, Alexandre Gramfort

CoRR, 2020

Model identification and local linear convergence of coordinate descent.

Quentin Klopfenstein, Quentin Bertrand, Alexandre Gramfort, Joseph Salmon, Samuel Vaiter

CoRR, 2020

Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso.

Jérôme-Alexis Chevalier, Alexandre Gramfort, Joseph Salmon, Bertrand Thirion

CoRR, 2020

Uncovering the structure of clinical EEG signals with self-supervised learning.

Hubert J. Banville, Omar Chehab, Aapo Hyvärinen, Denis-Alexander Engemann, Alexandre Gramfort

CoRR, 2020

Modeling Shared responses in Neuroimaging Studies through MultiView ICA.

Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso.

Jérôme-Alexis Chevalier, Joseph Salmon, Alexandre Gramfort, Bertrand Thirion

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Debiased Sinkhorn barycenters.

Hicham Janati, Marco Cuturi, Alexandre Gramfort

Proceedings of the 37th International Conference on Machine Learning, 2020

Implicit differentiation of Lasso-type models for hyperparameter optimization.

Quentin Bertrand, Quentin Klopfenstein, Mathieu Blondel, Samuel Vaiter, Alexandre Gramfort, Joseph Salmon

Proceedings of the 37th International Conference on Machine Learning, 2020

Support recovery and sup-norm convergence rates for sparse pivotal estimation.

Mathurin Massias, Quentin Bertrand, Alexandre Gramfort, Joseph Salmon

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Spatio-temporal alignments: Optimal transport through space and time.

Hicham Janati, Marco Cuturi, Alexandre Gramfort

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

nipy/nipype: 1.4.0.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Hans J. Johnson, Erik Ziegler, Alexandre Manhães-Savio, Dorota Jarecka, David Gage Ellis, Benjamin Yvernault, Carlo Hämäläinen, Michael Philipp Notter, Taylor Salo, Michael L. Waskom, Mathias Goncalves, Kesshi Jordan, Jason Wong, Blake E. Dewey, Cindee M. Madison, Daniel Clark, Fred Loney, Dav Clark, Dylan Nielson, Anisha Keshavan, Michael Joseph, Michael Dayan, Marc Modat, Salma Bougacha, Alexandre Gramfort, Matteo Visconti di Oleggio Castello, Basile Pinsard, Shoshana Berleant, Horea Christian, Ariel Rokem, Yaroslav O. Halchenko, Jakub Kaczmarzyk, Erin Benderoff, Rastko Ciric, Gaël Varoquaux, Brendan Moloney, Elizabeth Dupre, Serge Koudoro, Michael G. Clark, Demian Wassermann, Ben Cipollini, Jérémy Guillon, Ross D. Markello, Colin Buchanan, Michael Hanke, Rosalia Tungaraza, Sharad Sikka, Ashley Gillman, Wolfgang M. Pauli, Gilles de Hollander, Jessica Forbes, Shariq N. Iqbal, David Mordom, Matteo Mancini, Ian B. Malone, Mathieu Dubois, Yannick Schwartz, Caroline Frohlich, Alejandro Tabas, David Welch, Adam C. Richie-Halford, Steven Tilley, Aimi Watanabe, B. Nolan Nichols, Julia M. Huntenburg, Arman Eshaghi, Alexander Schäfer, Daniel Ginsburg, Katherine L. Bottenhorn, Chad Cumba, Benjamin T. Acland, Anibal Sólon Heinsfeld, Erik K. Kastman, James D. Kent, Jens Kleesiek, Drew Erickson, Steven Giavasis, Ali Ghayoor, Franz Liem, Alejandro de la Vega, René Küttner, Jarrod Millman, Martin Felipe Perez-Guevara, John A. Lee, Dale Zhou, Christian Haselgrove, Daniel R. Glen, Mandy Renfro, Carlos Correa, Siqi Liu, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Ari E. Kahn, Tristan Glatard, William Triplett, Kshitij Chawla, John Salvatore, Fernando Pérez-García, Feilong Ma, Anne Park, R. Cameron Craddock, Oliver Hinds, Russell Poldrack, L. Nathan Perkins, Sin Kim, Andrey Chetverikov, Souheil Inati, Matt Cieslak, Martin Grignard, Lukas Snoek, Lucinda M. Sisk, Katrin Leinweber, Junhao WEN, K. Matsubara, Sebastian Urchs, Ross Blair, Andrew Floren, Aaron Mattfeld, Stephan Gerhard, Gavin Cooper, Daniel Haehn, Arielle Tambini, William Broderick, Sami Andberg, Maxime Noel, Joke Durnez, Jörg Stadler, Eric Condamine, Dimitri Papadopoulos Orfanos, Daniel Geisler, Alejandro Weinstein, Robbert Harms, Ranjeet Khanuja, Paul Sharp, Olivia Stanley, Nat Lee, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Dmitry Shachnev, Claire Tarbert, Brian Cheung, Benjamin Meyers, Andrew N. Van, Andrew Davison, Leon Weninger, Miguel Molina-Romero, Simon Rothmei, Murat Bilgel, Kai Schlamp, Eduard Ort, Daniel C. McNamee, Jeff Lai, Jaime Arias, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Ivan Gonzalez, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, December, 2019

nipy/nibabel: 3.0.0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Dorota Jarecka, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Jean-Baptiste Poline, Jonathan Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, December, 2019

nipy/nibabel: 3.0.0rc2.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Dorota Jarecka, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Jean-Baptiste Poline, Jonathan Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, December, 2019

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Alexandre Gramfort, Mainak Jas

Dataset, December, 2019

nipy/nipype: 1.3.0.

Oscar Esteban, Christopher J. Markiewicz, Dorota Jarecka, Erik Ziegler, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Michael Philipp Notter, Benjamin Yvernault, David Gage Ellis, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Marc Modat, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Erin Benderoff, Yaroslav O. Halchenko, Horea Christian, Shoshana Berleant, Michael Joseph, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Ross D. Markello, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Ben Cipollini, Gaël Varoquaux, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Jessica Forbes, Matteo Mancini, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Steven Tilley, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Anibal Sólon Heinsfeld, Benjamin T. Acland, Franz Liem, James D. Kent, Jens Kleesiek, John A. Lee, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, René Küttner, Martin Felipe Perez-Guevara, Jarrod Millman, Dale Zhou, Ross Blair, Christian Haselgrove, Mandy Renfro, Siqi Liu, Ari E. Kahn, Sin Kim, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Lucinda M. Sisk, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Katrin Leinweber, Souheil Inati, L. Nathan Perkins, Gavin Cooper, Aaron Mattfeld, K. Matsubara, Maxime Noel, Lukas Snoek, Leon Weninger, Junhao WEN, Brian Cheung, Sebastian Urchs, Olivia Stanley, Joke Durnez, Jörg Stadler, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Simon Rothmei, Sami Andberg, Ranjeet Khanuja, Murat Bilgel, Kai Schlamp, Dimitri Papadopoulos Orfanos, Claire Tarbert, Robbert Harms, Paul Sharp, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Jeff Lai, Jaime Arias, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Ivan Gonzalez, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, November, 2019

nipy/nibabel: 3.0.0rc1.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Hao-Ting Wang, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Cameron Riddell, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Henry Braun, Krish Subramaniam, Dorota Jarecka, Krzysztof J. Gorgolewski, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Oscar Esteban, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Egor Panfilov, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Jean-Baptiste Poline, Jonathan Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, November, 2019

nipy/nipype: 1.3.0-rc1.

Oscar Esteban, Christopher J. Markiewicz, Dorota Jarecka, Erik Ziegler, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Michael Philipp Notter, Benjamin Yvernault, David Gage Ellis, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Erin Benderoff, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Marc Modat, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Yaroslav O. Halchenko, Horea Christian, Shoshana Berleant, Michael Joseph, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Ross D. Markello, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Ben Cipollini, Gaël Varoquaux, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Jessica Forbes, Matteo Mancini, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Anibal Sólon Heinsfeld, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, James D. Kent, Jens Kleesiek, John A. Lee, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, René Küttner, Martin Felipe Perez-Guevara, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Christian Haselgrove, Steven Tilley, Mandy Renfro, Siqi Liu, Ari E. Kahn, Lucinda M. Sisk, Sin Kim, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Murat Bilgel, Katrin Leinweber, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Leon Weninger, Gavin Cooper, Aaron Mattfeld, K. Matsubara, Maxime Noel, Junhao WEN, Jörg Stadler, Brian Cheung, Sebastian Urchs, Olivia Stanley, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Simon Rothmei, Sami Andberg, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Robbert Harms, Paul Sharp, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Ivan Gonzalez, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, October, 2019

nipy/nipype: 1.2.2.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Hans J. Johnson, Michael Philipp Notter, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Erin Benderoff, Horea Christian, Yaroslav O. Halchenko, Ben Cipollini, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Elizabeth Dupre, Ross D. Markello, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Michael Joseph, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Matteo Mancini, Jessica Forbes, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, James D. Kent, Anibal Sólon Heinsfeld, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, John A. Lee, Steven Giavasis, Carlos Correa, Ali Ghayoor, Oliver Contier, René Küttner, Jarrod Millman, Dale Zhou, Ross Blair, Christian Haselgrove, Steven Tilley, Mandy Renfro, Siqi Liu, Ari E. Kahn, Jörg Stadler, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Lucinda M. Sisk, Katrin Leinweber, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Souheil Inati, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, Leon Weninger, K. Matsubara, Brian Cheung, Sebastian Urchs, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Murat Bilgel, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Thomas Nickson, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Jeff Lai, Satrajit S. Ghosh

Dataset, September, 2019

nipy/nipype: 1.2.2.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Hans J. Johnson, Michael Philipp Notter, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Erin Benderoff, Horea Christian, Yaroslav O. Halchenko, Ben Cipollini, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Elizabeth Dupre, Ross D. Markello, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Michael Joseph, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Matteo Mancini, Jessica Forbes, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, Anibal Sólon Heinsfeld, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, John A. Lee, Steven Giavasis, Carlos Correa, Ali Ghayoor, Oliver Contier, René Küttner, Jarrod Millman, Dale Zhou, Ross Blair, Christian Haselgrove, Steven Tilley, Mandy Renfro, Siqi Liu, Ari E. Kahn, Jörg Stadler, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Lucinda M. Sisk, Katrin Leinweber, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Souheil Inati, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, Leon Weninger, K. Matsubara, Brian Cheung, Sebastian Urchs, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Murat Bilgel, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Thomas Nickson, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Jeff Lai, Satrajit S. Ghosh

Dataset, September, 2019

nipy/nipype: 1.2.3.

Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Hans J. Johnson, Michael Philipp Notter, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Erin Benderoff, Yaroslav O. Halchenko, Horea Christian, Michael Joseph, Ben Cipollini, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Elizabeth Dupre, Ross D. Markello, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Jessica Forbes, Matteo Mancini, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Anibal Sólon Heinsfeld, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, John A. Lee, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, Oliver Contier, René Küttner, Martin Perez-Guevara, Jarrod Millman, Dale Zhou, Ross Blair, Christian Haselgrove, Steven Tilley, Mandy Renfro, Siqi Liu, Ari E. Kahn, Jörg Stadler, Sin Kim, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Lucinda M. Sisk, Katrin Leinweber, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Souheil Inati, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, Leon Weninger, K. Matsubara, Junhao WEN, Brian Cheung, Sebastian Urchs, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Murat Bilgel, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Thomas Nickson, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Jeff Lai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, September, 2019

nipy/nibabel: 2.5.1.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Félix C. Morency, Brendan Moloney, Mathias Goncalves, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Krish Subramaniam, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver P. Hinds, Bennet Fauber, Egor Panfilov, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Henry Braun, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, September, 2019

nipy/nipype: 1.2.1.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Hans J. Johnson, Michael Philipp Notter, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Erin Benderoff, Marc Modat, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Horea Christian, Yaroslav O. Halchenko, Ben Cipollini, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Elizabeth Dupre, Ross D. Markello, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Michael Joseph, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Matteo Mancini, Jessica Forbes, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, Anibal Sólon Heinsfeld, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, Steven Giavasis, John A. Lee, Carlos Correa, Ali Ghayoor, Oliver Contier, René Küttner, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Christian Haselgrove, Mandy Renfro, Siqi Liu, Jörg Stadler, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Lucinda M. Sisk, Katrin Leinweber, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Leon Weninger, Garikoitz Lerma-Usabiaga, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Sebastian Urchs, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Thomas Nickson, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Satrajit S. Ghosh

Dataset, August, 2019

nipy/nibabel: 2.5.0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Félix C. Morency, Brendan Moloney, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Krish Subramaniam, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Mathias Goncalves, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Egor Panfilov, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, August, 2019

nipy/nipype: 1.2.0.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Fred Loney, Daniel Clark, Blake E. Dewey, Dylan M. Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Michael Dayan, Dav Clark, Matteo Visconti di Oleggio Castello, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Horea Christian, Yaroslav O. Halchenko, Ben Cipollini, Jérémy Guillon, Ross D. Markello, Ariel Rokem, Serge Koudoro, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Michael Joseph, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin R. Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Matteo Mancini, Jessica Forbes, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Anibal Sólon Heinsfeld, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, James D. Kent, Alejandro de la Vega, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, Oliver Contier, René Küttner, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Christian Haselgrove, Tristan Glatard, Mandy Renfro, Siqi Liu, Jörg Stadler, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Katrin Leinweber, Andrey Chetverikov, Martin Grignard, Feilong Ma, Kshitij Chawla, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Leon Weninger, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Sebastian Urchs, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Simon Rothmei, Sami Kristian Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Thomas Nickson, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Satrajit S. Ghosh

Dataset, May, 2019

nipy/nibabel: 2.4.1.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Félix C. Morency, Brendan Moloney, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Krish Subramaniam, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Mathias Goncalves, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, May, 2019

nipy/nibabel: 2.4.0.

Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Félix C. Morency, Brendan Moloney, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Krish Subramaniam, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Mathias Goncalves, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matt Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84

Dataset, April, 2019

nipy/nipype: 1.1.9.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Fred Loney, Daniel Clark, Dylan M. Nielson, Blake E. Dewey, Cindee M. Madison, Salma Bougacha, Michael G. Clark, Michael Dayan, Matteo Visconti di Oleggio Castello, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Yaroslav O. Halchenko, Horea Christian, Ben Cipollini, Jérémy Guillon, Ross D. Markello, Ariel Rokem, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin R. Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Matteo Mancini, Jessica Forbes, Shariq N. Iqbal, Adam C. Richie-Halford, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Anibal Sólon Heinsfeld, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, James D. Kent, Alejandro de la Vega, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, Oliver Contier, René Küttner, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Christian Haselgrove, Tristan Glatard, Mandy Renfro, Siqi Liu, Jörg Stadler, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Feilong Ma, Katrin Leinweber, Andrey Chetverikov, Martin Grignard, Kshitij Chawla, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Leon Weninger, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Sebastian Urchs, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Simon Rothmei, Sami Kristian Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Satrajit S. Ghosh

Dataset, February, 2019

nipy/nipype: 1.1.8.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Fred Loney, Daniel Clark, Dylan Nielson, Blake E. Dewey, Cindee M. Madison, Salma Bougacha, Michael G. Clark, Michael Dayan, Matteo Visconti di Oleggio Castello, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Horea Christian, Yaroslav O. Halchenko, Ben Cipollini, Ross D. Markello, Ariel Rokem, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Matteo Mancini, Jessica Forbes, Shariq N. Iqbal, Adam C. Richie-Halford, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, James D. Kent, Alejandro de la Vega, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, René Küttner, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Christian Haselgrove, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Feilong Ma, Katrin Leinweber, Andrey Chetverikov, Martin Grignard, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Leon Weninger, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Andrew Floren, Sebastian Urchs, Joke Durnez, Daniel Geisler, Paul Sharp, Stephan Gerhard, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Eduard Ort, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, January, 2019

MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.

Stefan Appelhoff, Matthew Sanderson, Teon Brooks, Marijn van Vliet, Romain Quentin, Chris Holdgraf, Maximilien Chaumon, Ezequiel Mikulan, Kambiz Tavabi, Richard Höchenberger, Dominik Welke, Clemens Brunner, Alexander Rockhill, Eric Larson, Alexandre Gramfort, Mainak Jas

J. Open Source Softw., 2019

Dual Extrapolation for Sparse Generalized Linear Models.

Mathurin Massias, Samuel Vaiter, Alexandre Gramfort, Joseph Salmon

CoRR, 2019

Concomitant Lasso with Repetitions (CLaR): beyond averaging multiple realizations of heteroscedastic noise.

Quentin Bertrand, Mathurin Massias, Alexandre Gramfort, Joseph Salmon

CoRR, 2019

Distributed Convolutional Dictionary Learning (DiCoDiLe): Pattern Discovery in Large Images and Signals.

Thomas Moreau, Alexandre Gramfort

CoRR, 2019

Deep learning-based electroencephalography analysis: a systematic review.

Yannick Roy, Hubert J. Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H. Falk, Jocelyn Faubert

CoRR, 2019

Manifold-regression to predict from MEG/EEG brain signals without source modeling.

David Sabbagh, Pierre Ablin, Gaël Varoquaux, Alexandre Gramfort, Denis A. Engemann

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso.

Quentin Bertrand, Mathurin Massias, Alexandre Gramfort, Joseph Salmon

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning step sizes for unfolded sparse coding.

Pierre Ablin, Thomas Moreau, Mathurin Massias, Alexandre Gramfort

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Self-Supervised Representation Learning from Electroencephalography Signals.

Hubert J. Banville, Graeme Moffat, Isabela Albuquerque, Denis-Alexander Engemann, Aapo Hyvärinen, Alexandre Gramfort

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Group Level MEG/EEG Source Imaging via Optimal Transport: Minimum Wasserstein Estimates.

Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort

Proceedings of the Information Processing in Medical Imaging, 2019

A Quasi-Newton Algorithm on the Orthogonal Manifold for NMF with Transform Learning.

Pierre Ablin, Dylan Fagot, Herwig Wendt, Alexandre Gramfort, Cédric Févotte

Proceedings of the IEEE International Conference on Acoustics, 2019

Beyond Pham's algorithm for joint diagonalization.

Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Wasserstein regularization for sparse multi-task regression.

Hicham Janati, Marco Cuturi, Alexandre Gramfort

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Stochastic algorithms with descent guarantees for ICA.

Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso, Francis R. Bach

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

nipy/nipype: 1.1.7.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Fred Loney, Daniel Clark, Dylan Nielson, Blake E. Dewey, Cindee M. Madison, Salma Bougacha, Michael G. Clark, Matteo Visconti di Oleggio Castello, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Ben Cipollini, Yaroslav O. Halchenko, Ross D. Markello, Ariel Rokem, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Horea Christian, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Matteo Mancini, Jessica Forbes, Shariq N. Iqbal, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, René Küttner, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Christian Haselgrove, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, Martin Grignard, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Leon Weninger, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Andrew Floren, Sebastian Urchs, Joke Durnez, Daniel Geisler, Alejandro de la Vega, Paul Sharp, Stephan Gerhard, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Eduard Ort, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, December, 2018

nipy/nipype: 1.1.6.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Fred Loney, Daniel Clark, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Ben Cipollini, Yaroslav O. Halchenko, Ross D. Markello, Ariel Rokem, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Horea Christian, Demian Wassermann, Michael Hanke, Gilles de Hollander, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Jessica Forbes, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Arman Eshaghi, Erik K. Kastman, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, Steven Giavasis, Christian Haselgrove, Carlos Correa, Ali Ghayoor, René Küttner, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Martin Grignard, Andrey Chetverikov, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Leon Weninger, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Andrew Floren, Sebastian Urchs, Joke Durnez, Daniel Geisler, Alejandro de la Vega, Paul Sharp, Stephan Gerhard, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Eduard Ort, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, November, 2018

nipy/nipype: 1.1.5.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Fred Loney, Daniel Clark, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Ben Cipollini, Yaroslav O. Halchenko, Ross D. Markello, Ariel Rokem, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Horea Christian, Demian Wassermann, Michael Hanke, Gilles de Hollander, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Jessica Forbes, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Arman Eshaghi, Erik K. Kastman, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, Steven Giavasis, Christian Haselgrove, Carlos Correa, Ali Ghayoor, René Küttner, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Leon Weninger, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Andrew Floren, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Haehn, Daniel Geisler, Alejandro de la Vega, Paul Sharp, Stephan Gerhard, Miguel Molina-Romero, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Eduard Ort, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, November, 2018

nipy/nipype: 1.1.4.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hamalainen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael Waskom, Jason Wong, Marc Modat, Fred Loney, Daniel Clark, Blake E. Dewey, Dylan M. Nielson, Cindee Madison, Salma Bougacha, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Ben Cipollini, Yaroslav O. Halchenko, Ross Markello, Ariel Rokem, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Horea Christian, Demian Wassermann, Michael Hanke, Gilles de Hollander, Ashley Gillman, David Mordom, Colin Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Jessica Forbes, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Arman Eshaghi, Erik K. Kastman, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Franz Liem, Jens Kleesiek, Drew Erickson, Steven Giavasis, Christian Haselgrove, Carlos Correa, Ali Ghayoor, René Küttner, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Leon Weninger, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Andrew Floren, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Haehn, Daniel Geisler, Alejandro de la Vega, Paul Sharp, Stephan Gerhard, Miguel Molina-Romero, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Simon Rothmei, Sami Kristian Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Eduard Ort, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, October, 2018

nipy/nipype: 1.1.3.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Jakub Kaczmarzyk, Gaël Varoquaux, Ben Cipollini, Yaroslav O. Halchenko, Ross D. Markello, Ariel Rokem, Elizabeth Dupre, Brendan Moloney, Demian Wassermann, Michael Hanke, Horea Christian, Gilles de Hollander, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Jessica Forbes, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, Erik K. Kastman, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Franz Liem, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, Leon Weninger, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Lukas Snoek, Ana Marina, Aaron Mattfeld, K. Matsubara, Maxime Noel, Brian Cheung, Andrew Floren, Simon Rothmei, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Haehn, Daniel Geisler, Paul Sharp, Stephan Gerhard, Miguel Molina-Romero, Alejandro Weinstein, Arielle Tambini, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Alejandro de la Vega, Eduard Ort, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, September, 2018

nipy/nipype: 1.1.2.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Michael Philipp Notter, Hans J. Johnson, Dorota Jarecka, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Cindee M. Madison, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Dylan Nielson, Salma Bougacha, Gaël Varoquaux, Ben Cipollini, Yaroslav O. Halchenko, Ross D. Markello, Ariel Rokem, Brendan Moloney, Demian Wassermann, Michael Hanke, Horea Christian, Jakub Kaczmarzyk, Gilles de Hollander, Elizabeth Dupre, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Jessica Forbes, James D. Kent, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Erik K. Kastman, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Franz Liem, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Simon Rothmei, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Haehn, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Ranjeet Khanuja, Nicolas Pannetier, Conor McDermottroe, Leon Weninger, Satrajit S. Ghosh

Dataset, August, 2018

nipy/nipype: 1.1.1.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Michael Philipp Notter, Hans J. Johnson, Dorota Jarecka, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Cindee M. Madison, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Dylan Nielson, Salma Bougacha, Gaël Varoquaux, Ben Cipollini, Yaroslav O. Halchenko, Ross D. Markello, Ariel Rokem, Brendan Moloney, Demian Wassermann, Michael Hanke, Horea Christian, Jakub Kaczmarzyk, Gilles de Hollander, Elizabeth Dupre, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Jessica Forbes, James D. Kent, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Erik K. Kastman, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Franz Liem, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Simon Rothmei, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Haehn, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Ranjeet Khanuja, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, July, 2018

nipy/nipype: Nipype 1.1.0.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Michael Philipp Notter, Dorota Jarecka, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Kesshi Jordan, Mathias Goncalves, Michael L. Waskom, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Cindee M. Madison, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Dylan Nielson, Salma Bougacha, Gaël Varoquaux, Ben Cipollini, Ross D. Markello, Ariel Rokem, Brendan Moloney, Yaroslav O. Halchenko, Demian Wassermann, Michael Hanke, Horea Christian, Jakub Kaczmarzyk, Gilles de Hollander, Elizabeth Dupre, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Jessica Forbes, James D. Kent, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Erik K. Kastman, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Franz Liem, Jarrod Millman, Daniel Haehn, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Simon Rothmei, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Ranjeet Khanuja, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, July, 2018

nipy/nipype: 1.0.4.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Michael Philipp Notter, Dorota Jarecka, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Kesshi Jordan, Mathias Goncalves, Michael L. Waskom, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Cindee M. Madison, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Dylan Nielson, Salma Bougacha, Gaël Varoquaux, Ben Cipollini, Ross D. Markello, Ariel Rokem, Brendan Moloney, Yaroslav O. Halchenko, Demian Wassermann, Michael Hanke, Horea Christian, Jakub Kaczmarzyk, Gilles de Hollander, Elizabeth Dupre, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Jessica Forbes, James D. Kent, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Erik K. Kastman, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Franz Liem, Jarrod Millman, Daniel Haehn, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Simon Rothmei, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Ranjeet Khanuja, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, May, 2018

nipy/nipype: 1.0.4.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Michael Philipp Notter, Dorota Jarecka, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Kesshi Jordan, Mathias Goncalves, Michael L. Waskom, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Cindee M. Madison, Matteo Visconti di Oleggio Castello, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Dylan Nielson, Salma Bougacha, Gaël Varoquaux, Ben Cipollini, Ross D. Markello, Ariel Rokem, Brendan Moloney, Yaroslav O. Halchenko, Demian Wassermann, Michael Hanke, Horea Christian, Jakub Kaczmarzyk, Gilles de Hollander, Elizabeth Dupre, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Matteo Mancini, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Jessica Forbes, James D. Kent, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Erik K. Kastman, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Franz Liem, Jarrod Millman, Daniel Haehn, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Simon Rothmei, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Ranjeet Khanuja, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, May, 2018

nipy/nipype: Nipype 1.0.3.

Krzysztof J. Gorgolewski, Oscar Esteban, Erik Ziegler, Christopher J. Markiewicz, David Gage Ellis, Michael Philipp Notter, Dorota Jarecka, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Kesshi Jordan, Michael L. Waskom, Mathias Goncalves, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Cindee M. Madison, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Dylan Nielson, Gaël Varoquaux, Ben Cipollini, Ross D. Markello, Ariel Rokem, Brendan Moloney, Salma Bougacha, Yaroslav O. Halchenko, Demian Wassermann, Michael Hanke, Horea Christian, Jakub Kaczmarzyk, Gilles de Hollander, Elizabeth Dupre, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Wolfgang M. Pauli, Matteo Mancini, Shariq N. Iqbal, Sharad Sikka, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Jessica Forbes, James D. Kent, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Erik K. Kastman, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Franz Liem, Jarrod Millman, Daniel Haehn, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Andrey Chetverikov, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Simon Rothmei, Sebastian Urchs, Joke Durnez, Fred Mertz, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Martin Perez-Guevara, Ranjeet Khanuja, Nicolas Pannetier, Conor McDermottroe, Satrajit S. Ghosh

Dataset, April, 2018

nipy/nipype: 1.0.2.

Krzysztof J. Gorgolewski, Oscar Esteban, Erik Ziegler, David Gage Ellis, Christopher J. Markiewicz, Michael Philipp Notter, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Dorota Jarecka, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Michael L. Waskom, Mathias Goncalves, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Kesshi Jordan, Cindee M. Madison, Michael G. Clark, Michael Dayan, Dav Clark, Matteo Visconti di Oleggio Castello, Anisha Keshavan, Alexandre Gramfort, Basile Pinsard, Shoshana Berleant, Dylan Nielson, Gaël Varoquaux, Ben Cipollini, Ross D. Markello, Ariel Rokem, Brendan Moloney, Salma Bougacha, Demian Wassermann, Yaroslav O. Halchenko, Michael Hanke, Horea Christian, Jakub Kaczmarzyk, Gilles de Hollander, Elizabeth Dupre, Ashley Gillman, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Matteo Mancini, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Yannick Schwartz, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Jessica Forbes, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Erik K. Kastman, B. Nolan Nichols, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, James D. Kent, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Franz Liem, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Martin Perez-Guevara, Jarrod Millman, Daniel Haehn, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, Fernando Pérez-García, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Conor McDermottroe, John Salvatore, Anne Park, Russell Poldrack, R. Cameron Craddock, Andrey Chetverikov, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Arielle Tambini, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Stephan Gerhard, Simon Rothmei, Sebastian Urchs, Nicolas Pannetier, Joke Durnez, Fred Mertz, Daniel Geisler, Andrew Floren, Paul Sharp, Miguel Molina-Romero, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, John Pellman, Janosch Linkersdörfer, Jan Varada, Isaac Schwabacher, Guillaume Flandin, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Satrajit S. Ghosh

Dataset, March, 2018

nipy/nipype: 1.0.1.

Krzysztof J. Gorgolewski, Oscar Esteban, Erik Ziegler, David Gage Ellis, Michael Philipp Notter, Christopher J. Markiewicz, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Dorota Jarecka, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Michael L. Waskom, Mathias Goncalves, Daniel Clark, Jason Wong, Fred Loney, Marc Modat, Blake E. Dewey, Kesshi Jordan, Cindee M. Madison, Michael G. Clark, Michael Dayan, Anisha Keshavan, Dav Clark, Matteo Visconti di Oleggio Castello, Alexandre Gramfort, Basile Pinsard, Shoshana Berleant, Dylan Nielson, Gaël Varoquaux, Ben Cipollini, Ross D. Markello, Ariel Rokem, Demian Wassermann, Brendan Moloney, Yaroslav O. Halchenko, Michael Hanke, Horea Christian, Salma Bougacha, Jakub Kaczmarzyk, Gilles de Hollander, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Matteo Mancini, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Yannick Schwartz, Ian B. Malone, Elizabeth Dupre, Mathieu Dubois, Caroline Frohlich, David Welch, Jessica Forbes, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Arman Eshaghi, Erik K. Kastman, B. Nolan Nichols, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, James D. Kent, Ashley Gillman, Steven Giavasis, Jens Kleesiek, Drew Erickson, René Küttner, Franz Liem, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Martin Perez-Guevara, Jarrod Millman, Daniel Haehn, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, William Triplett, Leonie Lampe, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Conor McDermottroe, John Salvatore, Fred Mertz, Anne Park, Russell Poldrack, R. Cameron Craddock, Andrey Chetverikov, Souheil Inati, Oliver Hinds, Miguel Molina-Romero, Gavin Cooper, L. Nathan Perkins, Arielle Tambini, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Stephan Gerhard, Simon Rothmei, Sebastian Urchs, Nicolas Pannetier, Joke Durnez, Daniel Geisler, Andrew Floren, Paul Sharp, Eduard Ort, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, John Pellman, Janosch Linkersdörfer, Jan Varada, Isaac Schwabacher, Guillaume Flandin, Fernando Pérez-García, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Satrajit S. Ghosh

Dataset, February, 2018

nipy/nipype: Nipype - v1.0.0.

Krzysztof J. Gorgolewski, Oscar Esteban, Erik Ziegler, Michael Philipp Notter, Christopher Burns, David Gage Ellis, Hans J. Johnson, Alexandre Manhães-Savio, Carlo Hämäläinen, Dorota Jarecka, Benjamin Yvernault, Christopher J. Markiewicz, Taylor Salo, Michael L. Waskom, Daniel Clark, Jason Wong, Fred Loney, Cindee M. Madison, Marc Modat, Mathias Goncalves, Blake E. Dewey, Michael G. Clark, Michael Dayan, Anisha Keshavan, Dav Clark, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Dylan Nielson, Gaël Varoquaux, Ben Cipollini, Ross D. Markello, Ariel Rokem, Demian Wassermann, Yaroslav O. Halchenko, Matteo Visconti di Oleggio Castello, Jakub Kaczmarzyk, Brendan Moloney, Michael Hanke, Horea Christian, Salma Bougacha, Gilles de Hollander, David Mordom, Colin R. Buchanan, Rosalia Tungaraza, Matteo Mancini, Wolfgang M. Pauli, Shariq N. Iqbal, Sharad Sikka, Yannick Schwartz, Ian B. Malone, Elizabeth Dupre, Caroline Frohlich, David Welch, Jessica Forbes, Aimi Watanabe, Chad Cumba, Julia M. Huntenburg, Arman Eshaghi, Erik K. Kastman, Daniel Ginsburg, Alexander Schäfer, Benjamin T. Acland, James D. Kent, Martin Perez-Guevara, Ashley Gillman, B. Nolan Nichols, Steven Giavasis, Kesshi Jordan, Jens Kleesiek, Drew Erickson, René Küttner, Christian Haselgrove, Carlos Correa, Ali Ghayoor, Jarrod Millman, Daniel Haehn, Leonie Lampe, Jeff Lai, Dale Zhou, Ross Blair, Tristan Glatard, Mandy Renfro, Siqi Liu, Ari E. Kahn, William Triplett, Jörg Stadler, Xiang-Zhen Kong, Michael Hallquist, Conor McDermottroe, Andrey Chetverikov, John Salvatore, Fred Mertz, Anne Park, Russell Poldrack, R. Cameron Craddock, Souheil Inati, Oliver Hinds, Gavin Cooper, L. Nathan Perkins, Arielle Tambini, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, K. Matsubara, Brian Cheung, Stephan Gerhard, Simon Rothmei, Sebastian Urchs, Nicolas Pannetier, Joke Durnez, Daniel Geisler, Andrew Floren, Paul Sharp, Alejandro Weinstein, William Broderick, Victor Saase, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Alejandro de la Vega, Thomas Nickson, Matthew Brett, Mathieu Dubois, Marcel Falkiewicz, Kornelius Podranski, John Pellman, Janosch Linkersdörfer, Jan Varada, Isaac Schwabacher, Guillaume Flandin, Franz Liem, Fernando Pérez-García, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Satrajit S. Ghosh

Dataset, January, 2018

Faster Independent Component Analysis by Preconditioning With Hessian Approximations.

Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort

IEEE Trans. Signal Process., 2018

DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal.

Stanislas Chambon, Valentin Thorey, Pierrick J. Arnal, Emmanuel Mignot, Alexandre Gramfort

CoRR, 2018

EM algorithms for ICA.

Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso, Francis R. Bach

CoRR, 2018

Domain adaptation with optimal transport improves EEG sleep stage classifiers.

Stanislas Chambon, Mathieu N. Galtier, Alexandre Gramfort

Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals.

Tom Dupré la Tour, Thomas Moreau, Mainak Jas, Alexandre Gramfort

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Deep Learning Architecture to Detect Events in EEG Signals During Sleep.

Stanislas Chambon, Valentin Thorey, Pierrick J. Arnal, Emmanuel Mignot, Alexandre Gramfort

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Celer: a Fast Solver for the Lasso with Dual Extrapolation.

Mathurin Massias, Joseph Salmon, Alexandre Gramfort

Proceedings of the 35th International Conference on Machine Learning, 2018

Driver Estimation in Non-Linear Autoregressive Models.

Tom Dupré la Tour, Yves Grenier, Alexandre Gramfort

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

An Ensemble Learning Approach to Detect Epileptic Seizures from Long Intracranial EEG Recordings.

Jean-Baptiste Schiratti, Jean-Eudes Le Douget, Michel Le Van Quyen, Slim Essid, Alexandre Gramfort

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Faster ICA Under Orthogonal Constraint.

Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Accelerating Likelihood Optimization for ICA on Real Signals.

Pierre Ablin, Jean-François Cardoso, Alexandre Gramfort

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression.

Mathurin Massias, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

nipy/nipype: 0.14.0.

Krzysztof J. Gorgolewski, Oscar Esteban, David Gage Ellis, Michael Philipp Notter, Erik Ziegler, Hans J. Johnson, Carlo Hämäläinen, Benjamin Yvernault, Christopher J. Markiewicz, Christopher Burns, Alexandre Manhães-Savio, Dorota Jarecka, Taylor Salo, Jason Wong, Michael L. Waskom, Marc Modat, Michael G. Clark, Blake E. Dewey, Daniel Clark, Michael Dayan, Mathias Goncalves, Fred Loney, Dylan Nielson, Cindee M. Madison, Alexandre Gramfort, Anisha Keshavan, Shoshana Berleant, Ross D. Markello, Basile Pinsard, Dav Clark, Ben Cipollini, Horea Christian, Salma Bougacha, Gaël Varoquaux, Demian Wassermann, Ariel Rokem, Yaroslav O. Halchenko, Brendan Moloney, Ian B. Malone, Jakub Kaczmarzyk, Michael Hanke, Gilles de Hollander, David Mordom, Colin R. Buchanan, Wolfgang M. Pauli, Julia M. Huntenburg, Jessica Forbes, Elizabeth Dupre, Yannick Schwartz, Rosalia Tungaraza, Shariq N. Iqbal, James D. Kent, Martin Perez-Guevara, Jens Kleesiek, Sharad Sikka, Aimi Watanabe, David Welch, Caroline Frohlich, Chad Cumba, Daniel Ginsburg, Arman Eshaghi, Alejandro de la Vega, Erik K. Kastman, Ross Blair, Benjamin T. Acland, Ashley Gillman, Alexander Schäfer, B. Nolan Nichols, Steven Giavasis, Carlos Correa, Ali Ghayoor, Kesshi Jordan, Drew Erickson, René Küttner, Dale Zhou, Christian Haselgrove, Daniel Haehn, Leonie Lampe, Jarrod Millman, Jeff Lai, Siqi Liu, Jörg Stadler, Tristan Glatard, Mandy Renfro, Ari E. Kahn, Xiang-Zhen Kong, William Triplett, Anne Park, Michael Hallquist, Conor McDermottroe, Russell Poldrack, L. Nathan Perkins, Gavin Cooper, Maxime Noel, John Salvatore, Fred Mertz, Souheil Inati, Lukas Snoek, R. Cameron Craddock, Oliver Hinds, Stephan Gerhard, Simon Rothmei, Sami Andberg, Arielle Tambini, Ana Marina, Aaron Mattfeld, Sebastian Urchs, Paul Sharp, Matthew Brett, K. Matsubara, Daniel Geisler, Brian Cheung, Thomas Nickson, Nicolas Pannetier, Alejandro Weinstein, Andrew Floren, William Broderick, Mathieu Dubois, Joke Durnez, Jaime Arias, Claire Tarbert, Victor Saase, Robbert Harms, Ranjeet Khanuja, Kornelius Podranski, Kai Schlamp, Guillaume Flandin, Dimitri Papadopoulos Orfanos, Marcel Falkiewicz, John Pellman, Janosch Linkersdörfer, Jan Varada, Isaac Schwabacher, Franz Liem, Fernando Pérez-García, Dmitry Shachnev, Daniel C. McNamee, Andrew Davison, Satrajit S. Ghosh

Dataset, November, 2017

nipy/nipype: 0.14.0-rc1.

Krzysztof J. Gorgolewski, Oscar Esteban, David Gage Ellis, Michael Philipp Notter, Erik Ziegler, Hans J. Johnson, Carlo Hämäläinen, Benjamin Yvernault, Christopher Burns, Alexandre Manhães-Savio, Dorota Jarecka, Christopher J. Markiewicz, Taylor Salo, Daniel Clark, Michael L. Waskom, Jason Wong, Marc Modat, Blake E. Dewey, Michael G. Clark, Michael Dayan, Fred Loney, Cindee M. Madison, Alexandre Gramfort, Anisha Keshavan, Shoshana Berleant, Basile Pinsard, Mathias Goncalves, Dav Clark, Ben Cipollini, Gaël Varoquaux, Demian Wassermann, Ariel Rokem, Yaroslav O. Halchenko, Jessica Forbes, Brendan Moloney, Ian B. Malone, Michael Hanke, David Mordom, Colin R. Buchanan, Wolfgang M. Pauli, Julia M. Huntenburg, Horea Christian, Yannick Schwartz, Rosalia Tungaraza, Shariq N. Iqbal, Jens Kleesiek, Sharad Sikka, Caroline Frohlich, James D. Kent, Martin Perez-Guevara, Aimi Watanabe, David Welch, Chad Cumba, Daniel Ginsburg, Arman Eshaghi, Erik K. Kastman, Salma Bougacha, Ross Blair, Benjamin T. Acland, Ashley Gillman, Alexander Schäfer, B. Nolan Nichols, Steven Giavasis, Drew Erickson, Carlos Correa, Ali Ghayoor, René Küttner, Christian Haselgrove, Dale Zhou, R. Cameron Craddock, Daniel Haehn, Leonie Lampe, Jarrod Millman, Jeff Lai, Mandy Renfro, Siqi Liu, Jörg Stadler, Tristan Glatard, Ari E. Kahn, Xiang-Zhen Kong, William Triplett, Anne Park, Conor McDermottroe, Michael Hallquist, Russell Poldrack, L. Nathan Perkins, Maxime Noel, Stephan Gerhard, John Salvatore, Fred Mertz, William Broderick, Souheil Inati, Oliver Hinds, Matthew Brett, Joke Durnez, Arielle Tambini, Simon Rothmei, Sami Andberg, Gavin Cooper, Ana Marina, Aaron Mattfeld, Sebastian Urchs, Paul Sharp, K. Matsubara, Daniel Geisler, Brian Cheung, Andrew Floren, Thomas Nickson, Nicolas Pannetier, Alejandro Weinstein, Mathieu Dubois, Jaime Arias, Claire Tarbert, Kai Schlamp, Kesshi Jordan, Franz Liem, Victor Saase, Robbert Harms, Ranjeet Khanuja, Kornelius Podranski, Guillaume Flandin, Dimitri Papadopoulos Orfanos, Isaac Schwabacher, Daniel C. McNamee, Marcel Falkiewicz, John Pellman, Janosch Linkersdörfer, Jan Varada, Fernando Pérez-García, Andrew Davison, Dmitry Shachnev, Lukas Snoek, Gilles de Hollander, Alejandro de la Vega, Jakub Kaczmarzyk, Satrajit S. Ghosh

Dataset, November, 2017

nipy/nipype: 0.14.0-rc1.

Krzysztof J. Gorgolewski, Oscar Esteban, David Gage Ellis, Michael Philipp Notter, Erik Ziegler, Hans J. Johnson, Carlo Hämäläinen, Benjamin Yvernault, Christopher Burns, Alexandre Manhães-Savio, Dorota Jarecka, Christopher J. Markiewicz, Taylor Salo, Daniel Clark, Michael L. Waskom, Jason Wong, Marc Modat, Blake E. Dewey, Michael G. Clark, Michael Dayan, Fred Loney, Cindee M. Madison, Alexandre Gramfort, Anisha Keshavan, Shoshana Berleant, Basile Pinsard, Mathias Goncalves, Dav Clark, Ben Cipollini, Gaël Varoquaux, Demian Wassermann, Ariel Rokem, Yaroslav O. Halchenko, Jessica Forbes, Brendan Moloney, Ian B. Malone, Michael Hanke, David Mordom, Colin R. Buchanan, Wolfgang M. Pauli, Julia M. Huntenburg, Horea Christian, Yannick Schwartz, Rosalia Tungaraza, Shariq N. Iqbal, Jens Kleesiek, Sharad Sikka, Caroline Frohlich, James D. Kent, Martin Perez-Guevara, Aimi Watanabe, David Welch, Chad Cumba, Daniel Ginsburg, Arman Eshaghi, Erik K. Kastman, Salma Bougacha, Ross Blair, Benjamin T. Acland, Ashley Gillman, Alexander Schäfer, B. Nolan Nichols, Steven Giavasis, Drew Erickson, Carlos Correa, Ali Ghayoor, René Küttner, Christian Haselgrove, Dale Zhou, R. Cameron Craddock, Daniel Haehn, Leonie Lampe, Jarrod Millman, Jeff Lai, Mandy Renfro, Siqi Liu, Jörg Stadler, Tristan Glatard, Ari E. Kahn, Xiang-Zhen Kong, William Triplett, Anne Park, Conor McDermottroe, Michael Hallquist, Russell Poldrack, L. Nathan Perkins, Maxime Noel, Stephan Gerhard, John Salvatore, Fred Mertz, William Broderick, Souheil Inati, Oliver Hinds, Matthew Brett, Joke Durnez, Arielle Tambini, Simon Rothmei, Sami Andberg, Gavin Cooper, Ana Marina, Aaron Mattfeld, Sebastian Urchs, Paul Sharp, K. Matsubara, Daniel Geisler, Brian Cheung, Andrew Floren, Thomas Nickson, Nicolas Pannetier, Alejandro Weinstein, Mathieu Dubois, Jaime Arias, Claire Tarbert, Kai Schlamp, Kesshi Jordan, Franz Liem, Victor Saase, Robbert Harms, Ranjeet Khanuja, Kornelius Podranski, Guillaume Flandin, Dimitri Papadopoulos Orfanos, Isaac Schwabacher, Daniel C. McNamee, Marcel Falkiewicz, John Pellman, Janosch Linkersdörfer, Jan Varada, Fernando Pérez-García, Andrew Davison, Dmitry Shachnev, Lukas Snoek, Gilles de Hollander, Alejandro de la Vega, Jakub Kaczmarzyk, Satrajit S. Ghosh

Dataset, November, 2017

Nipype: a flexible, lightweight and extensible neuroimaging data processing framework in Python. 0.13.1.

Krzysztof J. Gorgolewski, Oscar Esteban, David Gage Ellis, Michael Philipp Notter, Erik Ziegler, Hans J. Johnson, Carlo Hämäläinen, Benjamin Yvernault, Christopher Burns, Alexandre Manhães-Savio, Dorota Jarecka, Christopher J. Markiewicz, Taylor Salo, Daniel Clark, Michael L. Waskom, Jason Wong, Marc Modat, Blake E. Dewey, Michael G. Clark, Michael Dayan, Fred Loney, Cindee M. Madison, Alexandre Gramfort, Anisha Keshavan, Shoshana Berleant, Basile Pinsard, Mathias Goncalves, Dav Clark, Ben Cipollini, Gaël Varoquaux, Demian Wassermann, Ariel Rokem, Yaroslav O. Halchenko, Jessica Forbes, Brendan Moloney, Ian B. Malone, Michael Hanke, David Mordom, Colin R. Buchanan, Wolfgang M. Pauli, Julia M. Huntenburg, Horea Christian, Yannick Schwartz, Rosalia Tungaraza, Shariq N. Iqbal, Jens Kleesiek, Sharad Sikka, Caroline Frohlich, James D. Kent, Martin Perez-Guevara, Aimi Watanabe, David Welch, Chad Cumba, Daniel Ginsburg, Arman Eshaghi, Erik K. Kastman, Salma Bougacha, Ross Blair, Benjamin T. Acland, Ashley Gillman, Alexander Schäfer, B. Nolan Nichols, Steven Giavasis, Drew Erickson, Carlos Correa, Ali Ghayoor, René Küttner, Christian Haselgrove, Dale Zhou, R. Cameron Craddock, Daniel Haehn, Leonie Lampe, Jarrod Millman, Jeff Lai, Mandy Renfro, Siqi Liu, Jörg Stadler, Tristan Glatard, Ari E. Kahn, Xiang-Zhen Kong, William Triplett, Anne Park, Conor McDermottroe, Michael Hallquist, Russell Poldrack, L. Nathan Perkins, Maxime Noel, Stephan Gerhard, John Salvatore, Fred Mertz, William Broderick, Souheil Inati, Oliver Hinds, Matthew Brett, Joke Durnez, Arielle Tambini, Simon Rothmei, Sami Andberg, Gavin Cooper, Ana Marina, Aaron Mattfeld, Sebastian Urchs, Paul Sharp, K. Matsubara, Daniel Geisler, Brian Cheung, Andrew Floren, Thomas Nickson, Nicolas Pannetier, Alejandro Weinstein, Mathieu Dubois, Jaime Arias, Claire Tarbert, Kai Schlamp, Kesshi Jordan, Franz Liem, Victor Saase, Robbert Harms, Ranjeet Khanuja, Kornelius Podranski, Guillaume Flandin, Dimitri Papadopoulos Orfanos, Isaac Schwabacher, Daniel C. McNamee, Marcel Falkiewicz, John Pellman, Janosch Linkersdörfer, Jan Varada, Fernando Pérez-García, Andrew Davison, Dmitry Shachnev, Satrajit S. Ghosh

Dataset, May, 2017

Nipype: a flexible, lightweight and extensible neuroimaging data processing framework in Python. 0.13.0.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher Burns, Erik Ziegler, Basile Pinsard, Cindee M. Madison, Michael L. Waskom, David Gage Ellis, Dav Clark, Jason Wong, Michael Dayan, Alexandre Manhães-Savio, Michael Philipp Notter, Hans J. Johnson, Blake E. Dewey, Yaroslav O. Halchenko, Carlo Hämäläinen, Anisha Keshavan, Daniel Clark, Julia M. Huntenburg, Michael Hanke, B. Nolan Nichols, Demian Wassermann, Arman Eshaghi, Christopher J. Markiewicz, Gaël Varoquaux, Benjamin T. Acland, Jessica Forbes, Ariel Rokem, Xiang-Zhen Kong, Alexandre Gramfort, Jens Kleesiek, Alexander Schäfer, Sharad Sikka, Martin Felipe Perez-Guevara, Tristan Glatard, Shariq N. Iqbal, Siqi Liu, David Welch, Paul Sharp, Joshua D. Warner, Erik K. Kastman, Leonie Lampe, L. Nathan Perkins, R. Cameron Craddock, René Küttner, Dmytro Bielievtsov, Daniel Geisler, Stephan Gerhard, Franziskus Liem, Janosch Linkersdörfer, Daniel S. Margulies, Sami Andberg, Jörg Stadler, Christopher John Steele, William Broderick, Ben Cipollini, Gavin Cooper, Andrew Floren, Lijie Huang, Ivan Gonzalez, Daniel C. McNamee, Dimitri Papadopoulos Orfanos, John Pellman, William Triplett, Mathias Goncalves, Joke Durnez, Satrajit S. Ghosh

Dataset, May, 2017

Non-linear auto-regressive models for cross-frequency coupling in neural time series.

Tom Dupré la Tour, Lucille Tallot, Laetitia Grabot, Valérie Doyère, Virginie van Wassenhove, Yves Grenier, Alexandre Gramfort

PLoS Comput. Biol., 2017

Autoreject: Automated artifact rejection for MEG and EEG data.

Mainak Jas, Denis A. Engemann, Yousra Bekhti, Federico Raimondo, Alexandre Gramfort

NeuroImage, 2017

Seeing it all: Convolutional network layers map the function of the human visual system.

Michael Eickenberg, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion

NeuroImage, 2017

On the Consistency of Ordinal Regression Methods.

Fabian Pedregosa, Francis R. Bach, Alexandre Gramfort

J. Mach. Learn. Res., 2017

Gap Safe Screening Rules for Sparsity Enforcing Penalties.

Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

J. Mach. Learn. Res., 2017

Convolutional Network Layers Map the Function of the Human Visual Cortex.

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, Alexandre Gramfort

ERCIM News, 2017

From safe screening rules to working sets for faster Lasso-type solvers.

Mathurin Massias, Alexandre Gramfort, Joseph Salmon

CoRR, 2017

Machine learning for classification and quantification of monoclonal antibody preparations for cancer therapy.

Laetitia Le, Camille Marini, Alexandre Gramfort, David Nguyen, Mehdi Cherti, Sana Tfaili, Ali Tfayli, Arlette Baillet-Guffroy, Patrice Prognon, Pierre Chaminade, Eric Caudron, Balázs Kégl

CoRR, 2017

A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series.

Stanislas Chambon, Mathieu Galtier, Pierrick Arnal, Gilles Wainrib, Alexandre Gramfort

CoRR, 2017

Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding.

Mainak Jas, Tom Dupré la Tour, Umut Simsekli, Alexandre Gramfort

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Parametric estimation of spectrum driven by an exogenous signal.

Tom Dupré la Tour, Yves Grenier, Alexandre Gramfort

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG.

Jair Montoya-Martínez, Jean-François Cardoso, Alexandre Gramfort

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Hyperparameter estimation in maximum a posteriori regression using group sparsity with an application to brain imaging.

Yousra Bekhti, Roland Badeau, Alexandre Gramfort

Proceedings of the 25th European Signal Processing Conference, 2017

Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere.

Albert Thomas, Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Nipype: a flexible, lightweight and extensible neuroimaging data processing framework in Python. 0.12.0-rc1.

Krzysztof J. Gorgolewski, Oscar Esteban, Christopher Burns, Erik Ziegler, Basile Pinsard, Cindee M. Madison, Michael L. Waskom, David Gage Ellis, Dav Clark, Michael Dayan, Alexandre Manhães-Savio, Michael Philipp Notter, Hans J. Johnson, Blake E. Dewey, Yaroslav O. Halchenko, Carlo Hämäläinen, Anisha Keshavan, Daniel Clark, Julia M. Huntenburg, Michael Hanke, B. Nolan Nichols, Demian Wassermann, Arman Eshaghi, Christopher J. Markiewicz, Gaël Varoquaux, Benjamin T. Acland, Jessica Forbes, Ariel Rokem, Xiang-Zhen Kong, Alexandre Gramfort, Jens Kleesiek, Alexander Schäfer, Sharad Sikka, Martin Felipe Perez-Guevara, Tristan Glatard, Shariq N. Iqbal, Siqi Liu, David Welch, Paul Sharp, Joshua D. Warner, Erik K. Kastman, Leonie Lampe, L. Nathan Perkins, R. Cameron Craddock, René Küttner, Dmytro Bielievtsov, Daniel Geisler, Stephan Gerhard, Franziskus Liem, Janosch Linkersdörfer, Daniel S. Margulies, Sami Andberg, Jörg Stadler, Christopher John Steele, William Broderick, Gavin Cooper, Andrew Floren, Lijie Huang, Ivan Gonzalez, Daniel C. McNamee, Dimitri Papadopoulos Orfanos, John Pellman, William Triplett, Satrajit S. Ghosh

Dataset, April, 2016

The Iterative Reweighted Mixed-Norm Estimate for Spatio-Temporal MEG/EEG Source Reconstruction.

Daniel Strohmeier, Yousra Bekhti, Jens Haueisen, Alexandre Gramfort

IEEE Trans. Medical Imaging, 2016

Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression.

Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Vincent Leclère, Joseph Salmon

CoRR, 2016

Automated rejection and repair of bad trials in MEG/EEG.

Mainak Jas, Denis A. Engemann, Federico Raimondo, Yousra Bekhti, Alexandre Gramfort

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016

M/EEG source localization with multi-scale time-frequency dictionaries.

Yousra Bekhti, Daniel Strohmeier, Mainak Jas, Roland Badeau, Alexandre Gramfort

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016

GAP Safe Screening Rules for Sparse-Group Lasso.

Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Data-driven HRF estimation for encoding and decoding models.

Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Bertrand Thirion, Alexandre Gramfort

NeuroImage, 2015

Automated model selection in covariance estimation and spatial whitening of MEG and EEG signals.

Denis A. Engemann, Alexandre Gramfort

NeuroImage, 2015

MEG/EEG Source Imaging with a Non-Convex Penalty in the Time-Frequency Domain.

Daniel Strohmeier, Alexandre Gramfort, Jens Haueisen

Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

Mind the Noise Covariance When Localizing Brain Sources with M/EEG.

Denis A. Engemann, Daniel Strohmeier, Eric Larson, Alexandre Gramfort

Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

GAP Safe screening rules for sparse multi-task and multi-class models.

Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Fast Optimal Transport Averaging of Neuroimaging Data.

Alexandre Gramfort, Gabriel Peyré, Marco Cuturi

Proceedings of the Information Processing in Medical Imaging, 2015

Mind the duality gap: safer rules for the Lasso.

Olivier Fercoq, Alexandre Gramfort, Joseph Salmon

Proceedings of the 32nd International Conference on Machine Learning, 2015

FAμST: Speeding up linear transforms for tractable inverse problems.

Luc Le Magoarou, Rémi Gribonval, Alexandre Gramfort

Proceedings of the 23rd European Signal Processing Conference, 2015

Inverse problems with time-frequency dictionaries and non-white Gaussian noise.

Matthieu Kowalski, Alexandre Gramfort

Proceedings of the 23rd European Signal Processing Conference, 2015

Calibration of One-Class SVM for MV set estimation.

Albert Thomas, Vincent Feuillard, Alexandre Gramfort

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Blind Denoising with Random Greedy Pursuits.

Manuel Moussallam, Alexandre Gramfort, Laurent Daudet, Gaël Richard

IEEE Signal Process. Lett., 2014

Supramodal processing optimizes visual perceptual learning and plasticity.

Nicolas Zilber, Philippe Ciuciu, Alexandre Gramfort, Leila Azizi, Virginie van Wassenhove

NeuroImage, 2014

Encoding of event timing in the phase of neural oscillations.

Anne Kösem, Alexandre Gramfort, Virginie van Wassenhove

NeuroImage, 2014

MNE software for processing MEG and EEG data.

Alexandre Gramfort, Martin Luessi, Eric Larson, Denis A. Engemann, Daniel Strohmeier, Christian Brodbeck, Lauri Parkkonen, Matti S. Hämäläinen

NeuroImage, 2014

Denoising and fast diffusion imaging with physically constrained sparse dictionary learning.

Alexandre Gramfort, Cyril Poupon, Maxime Descoteaux

Medical Image Anal., 2014

Machine learning for neuroimaging with scikit-learn.

Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux

Frontiers Neuroinformatics, 2014

Improved MEG/EEG source localization with reweighted mixed-norms.

Daniel Strohmeier, Jens Haueisen, Alexandre Gramfort

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Benchmarking solvers for TV-ℓ1 least-squares and logistic regression in brain imaging.

Elvis Dopgima Dohmatob, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Decoding perceptual thresholds from MEG/EEG.

Yousra Bekhti, Nicolas Zilber, Fabian Pedregosa, Philippe Ciuciu, Virginie van Wassenhove, Alexandre Gramfort

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

2013

Single-trial decoding of auditory novelty responses facilitates the detection of residual consciousness.

Jean-Remi King, Frédéric Faugeras, Alexandre Gramfort, Aaron Schurger, Imen El Karoui, Jacobo D. Sitt, Benjamin Rohaut, Catherine Wacongne, Etienne Labyt, Tristán Bekinschtein, Laurent Cohen, Lionel Naccache, Stanislas Dehaene

NeuroImage, 2013

Time-frequency mixed-norm estimates: Sparse M/EEG imaging with non-stationary source activations.

Alexandre Gramfort, Daniel Strohmeier, Jens Haueisen, Matti S. Hämäläinen, Matthieu Kowalski

NeuroImage, 2013

Jitter-Adaptive Dictionary Learning - Application to Multi-Trial Neuroelectric Signals

Sebastian Hitziger, Maureen Clerc, Alexandre Gramfort, Sandrine Saillet, Christian G. Bénar, Théodore Papadopoulo

Proceedings of the 1st International Conference on Learning Representations, 2013

API design for machine learning software: experiences from the scikit-learn project.

Lars Buitinck, Gilles Louppe, Mathieu Blondel, Fabian Pedregosa, Andreas Mueller, Olivier Grisel, Vlad Niculae, Peter Prettenhofer, Alexandre Gramfort, Jaques Grobler, Robert Layton, Jake VanderPlas, Arnaud Joly, Brian Holt, Gaël Varoquaux

CoRR, 2013

HRF Estimation Improves Sensitivity of fMRI Encoding and Decoding Models.

Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Identifying Predictive Regions from fMRI with TV-L1 Prior.

Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Second Order Scattering Descriptors Predict fMRI Activity Due to Visual Textures.

Michael Eickenberg, Mehdi Senoussi, Fabian Pedregosa, Alexandre Gramfort, Bertrand Thirion

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Non-negative Tensor Factorization for single-channel EEG artifact rejection.

Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Learning from M/EEG Data with Variable Brain Activation Delays.

Wojciech Zaremba, M. Pawan Kumar, Alexandre Gramfort, Matthew B. Blaschko

Proceedings of the Information Processing in Medical Imaging, 2013

Non-negative matrix factorization for single-channel EEG artifact rejection.

Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity.

Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Evelyn Eger, Francis R. Bach, Bertrand Thirion

SIAM J. Imaging Sci., 2012

A supervised clustering approach for fMRI-based inference of brain states.

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion

Pattern Recognit., 2012

Improved Brain Pattern Recovery through Ranking Approaches.

Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Decoding Visual Percepts Induced by Word Reading with fMRI.

Alexandre Gramfort, Christophe Pallier, Gaël Varoquaux, Bertrand Thirion

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Multilayer Scattering Image Analysis Fits fMRI Activity in Visual Areas.

Michael Eickenberg, Alexandre Gramfort, Bertrand Thirion

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Learning to Rank from Medical Imaging Data.

Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Sparse DSI: Learning DSI Structure for Denoising and Fast Imaging.

Alexandre Gramfort, Cyril Poupon, Maxime Descoteaux

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Small-sample brain mapping: sparse recovery on spatially correlated designs with randomization and clustering.

Gaël Varoquaux, Alexandre Gramfort, Bertrand Thirion

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Total Variation Regularization for fMRI-Based Prediction of Behavior.

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Bertrand Thirion

IEEE Trans. Medical Imaging, 2011

Tracking cortical activity from M/EEG using graph cuts with spatiotemporal constraints.

Alexandre Gramfort, Théodore Papadopoulo, Sylvain Baillet, Maureen Clerc

NeuroImage, 2011

Phase delays within visual cortex shape the response to steady-state visual stimulation.

Benoit Cottereau, Jean Lorenceau, Alexandre Gramfort, Maureen Clerc, Bertrand Thirion, Sylvain Baillet

NeuroImage, 2011

Scikit-learn: Machine Learning in Python.

Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake VanderPlas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay

J. Mach. Learn. Res., 2011

Total variation regularization for fMRI-based prediction of behaviour

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Bertrand Thirion

CoRR, 2011

Forward Field Computation with OpenMEEG.

Alexandre Gramfort, Théodore Papadopoulo, Emmanuel Olivi, Maureen Clerc

Comput. Intell. Neurosci., 2011

Multi-scale Mining of fMRI Data with Hierarchical Structured Sparsity.

Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Francis R. Bach, Bertrand Thirion

Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011

A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding.

Vincent Michel, Alexandre Gramfort, Evelyn Eger, Gaël Varoquaux, Bertrand Thirion

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and Identify.

Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Multi-subject Dictionary Learning to Segment an Atlas of Brain Spontaneous Activity.

Gaël Varoquaux, Alexandre Gramfort, Fabian Pedregosa, Vincent Michel, Bertrand Thirion

Proceedings of the Information Processing in Medical Imaging, 2011

Functional Brain Imaging with M/EEG Using Structured Sparsity in Time-Frequency Dictionaries.

Alexandre Gramfort, Daniel Strohmeier, Jens Haueisen, Matti S. Hämäläinen, Matthieu Kowalski

Proceedings of the Information Processing in Medical Imaging, 2011

2010

A priori par normes mixtes pour les problèmes inverses. Application à la localisation de sources en M/EEG.

Matthieu Kowalski, Alexandre Gramfort

Traitement du Signal, 2010

Graph-Based Variability Estimation in Single-Trial Event-Related Neural Responses.

Alexandre Gramfort, Renaud Keriven, Maureen Clerc

IEEE Trans. Biomed. Eng., 2010

Brain covariance selection: better individual functional connectivity models using population prior.

Gaël Varoquaux, Alexandre Gramfort, Jean-Baptiste Poline, Bertrand Thirion

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009

Mapping, timing and tracking cortical activations with MEG and EEG: Methods and application to human vision. (Localisation et suivi d'activité fonctionnelle cérébrale en électro et magnétoencéphalographie: Méthodes et applications au système visuel humain).

Alexandre Gramfort

PhD thesis, 2009

Improving M/EEG Source Localization with an Inter-Condition Sparse Prior.

Alexandre Gramfort, Matthieu Kowalski

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009