Jérémie Mattout

According to our database, Jérémie Mattout authored at least 46 papers between 2001 and 2024.

Collaborative distances:

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

2024

Bayesian model of individual learning to control a motor imagery BCI.

Côme Annicchiarico, Fabien Lotte, Jérémie Mattout

CoRR, 2024

An Automatic Riemannian Artifact Rejection Method for P300-based BCIs.

Davoud Hajhassani, Jérémie Mattout, Marco Congedo

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Time-resolved dynamic computational modeling of human EEG recordings reveals gradients of generative mechanisms for the MMN response.

Arnaud Poublan-Couzardot, Françoise Lecaignard, Enrico Fucci, Richard J. Davidson, Jérémie Mattout, Antoine Lutz, Oussama Abdoun

PLoS Comput. Biol., December, 2023

2022

Towards Identifying Optimal Biased Feedback for Various User States and Traits in Motor Imagery BCI.

Jelena Mladenovic, Jérémy Frey, Smeety Pramij, Jérémie Mattout, Fabien Lotte

IEEE Trans. Biomed. Eng., 2022

2021

Empirical Bayes evaluation of fused EEG-MEG source reconstruction: Application to auditory mismatch evoked responses.

Françoise Lecaignard, Olivier Bertrand, Anne Caclin, Jérémie Mattout

NeuroImage, 2021

2020

Estimates of cortical column orientation improve MEG source inversion.

James Bonaiuto, Fardin Afdideh, Maxime Ferez, Konrad Wagstyl, Jérémie Mattout, Mathilde Bonnefond, Gareth R. Barnes, Sven Bestmann

NeuroImage, 2020

2019

Why BCIs Work Poorly with the patients who Need them the most?

Perrine Séguin, Emmanuel Maby, Jérémie Mattout

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Evaluating Automatic Artifact correction for Online Hypothesis Testing.

Amanda Medeiros de Freitas, Gaëtan Sanchez, Françoise Lecaignard, Emmanuel Maby, Alcimar Barbosa Soares, Jérémie Mattout

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Performance, Transfer Learning and underlying Physiology in children Playing P300 BCI Games.

Mélodie Fouillen, Emmanuel Maby, Marta Partyka, Vania Herbillon, Jérémie Mattout

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Simple deep neural networks show state-of-the-art performance in ERP-based BCI.

Loic Delobel, Emmanuel Maby, Jérémie Mattout

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

2018

Active Inference for Adaptive BCI: application to the P300 Speller.

Jelena Mladenovic, Jérémy Frey, Emmanuel Maby, Mateus Joffily, Fabien Lotte, Jérémie Mattout

CoRR, 2018

2017

The impact of MEG source reconstruction method on source-space connectivity estimation: A comparison between minimum-norm solution and beamforming.

Ana-Sofía Hincapié Casas, Jan Kujala, Jérémie Mattout, Annalisa Pascarella, Sébastien Daligault, Claude Delpuech, Domingo Mery, Diego Cosmelli, Karim Jerbi

NeuroImage, 2017

A generic framework for adaptive EEG-based BCI training and operation.

Jelena Mladenovic, Jérémie Mattout, Fabien Lotte

CoRR, 2017

The Impact of Flow in an EEG-based brain Computer Interface.

Jelena Mladenovic, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte

Proceedings of the From Vision to Reality, 2017

Erp-based BCI Training for children with ADHD: Motivations and Trial Design.

Mélodie Fouillen, Emmanuel Maby, Lucie Le Carrer, Vania Herbillon, Jérémie Mattout

Proceedings of the From Vision to Reality, 2017

2016

MEG Connectivity and Power Detections with Minimum Norm Estimates Require Different Regularization Parameters.

Ana-Sofía Hincapié Casas, Jan Kujala, Jérémie Mattout, Sébastien Daligault, Claude Delpuech, Domingo Mery, Diego Cosmelli, Karim Jerbi

Comput. Intell. Neurosci., 2016

2014

Does function fit structure? A ground truth for non-invasive neuroimaging.

Claire M. Stevenson, Matthew J. Brookes, José David López, Luzia Troebinger, Jérémie Mattout, William D. Penny, Peter G. Morris, Arjan Hillebrand, Richard N. A. Henson, Gareth R. Barnes

NeuroImage, 2014

2012

Objective and Subjective Evaluation of Online Error Correction during P300-Based Spelling.

Margaux Perrin, Emmanuel Maby, Sébastien Daligault, Olivier Bertrand, Jérémie Mattout

Adv. Hum. Comput. Interact., 2012

BCI Could Make Old Two-Player Games Even More Fun: A Proof of Concept with "Connect Four".

Emmanuel Maby, Margaux Perrin, Olivier Bertrand, Gaëtan Sanchez, Jérémie Mattout

Adv. Hum. Comput. Interact., 2012

2011

EEG and MEG Data Analysis in SPM8.

Vladimir Litvak, Jérémie Mattout, Stefan J. Kiebel, Christophe Phillips, Richard N. A. Henson, James Kilner, Gareth R. Barnes, Robert Oostenveld, Jean Daunizeau, Guillaume Flandin, William D. Penny, Karl J. Friston

Comput. Intell. Neurosci., 2011

Action understanding and active inference.

Karl J. Friston, Jérémie Mattout, James Kilner

Biol. Cybern., 2011

Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI.

Bertrand Rivet, Hubert Cecotti, Antoine Souloumiac, Emmanuel Maby, Jérémie Mattout

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Sélection de capteurs pour interfaces cerveau-ordinateur de type P300.

Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, Emmanuel Maby, Jérémie Mattout

Traitement du Signal, 2010

Suboptimal sensor subset evaluation in a P300 brain-computer interface.

Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, Emmanuel Maby, Jérémie Mattout

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Selecting forward models for MEG source-reconstruction using model-evidence.

Richard N. A. Henson, Jérémie Mattout, Christophe Phillips, Karl J. Friston

NeuroImage, 2009

Hearing Faces: How the Infant Brain Matches the Face It Sees with the Speech It Hears.

Davina Bristow, Ghislaine Dehaene-Lambertz, Jérémie Mattout, Catherine Soares, Teodora Gliga, Sylvain Baillet, Jean-François Mangin

J. Cogn. Neurosci., 2009

Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics.

Cédric Gouy-Pailler, Jérémie Mattout, Marco Congedo, Christian Jutten

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Multiple sparse priors for the M/EEG inverse problem.

Karl J. Friston, Lee M. Harrison, Jean Daunizeau, Stefan J. Kiebel, Christophe Phillips, Nelson J. Trujillo-Barreto, Richard N. Henson, Guillaume Flandin, Jérémie Mattout

NeuroImage, 2008

2007

Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields.

Richard N. Henson, Jérémie Mattout, Krish D. Singh, Gareth R. Barnes, Arjan Hillebrand, Karl J. Friston

NeuroImage, 2007

Variational free energy and the Laplace approximation.

Karl J. Friston, Jérémie Mattout, Nelson J. Trujillo-Barreto, John Ashburner, William D. Penny

NeuroImage, 2007

Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework.

Jean Daunizeau, Christophe Grova, Guillaume Marrelec, Jérémie Mattout, Saâd Jbabdi, Mélanie Pélégrini-Issac, Jean-Marc Lina, Habib Benali

NeuroImage, 2007

Canonical Source Reconstruction for MEG.

Jérémie Mattout, Richard N. Henson, Karl J. Friston

Comput. Intell. Neurosci., 2007

2006

Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models.

Jean Daunizeau, Jérémie Mattout, Diego Clonda, Bernard Goulard, Habib Benali, Jean-Marc Lina

IEEE Trans. Biomed. Eng., 2006

MEG source localization under multiple constraints: An extended Bayesian framework.

Jérémie Mattout, Christophe Phillips, William D. Penny, Michael D. Rugg, Karl J. Friston

NeuroImage, 2006

Data-driven parceling and entropic inference in MEG.

Ervig Lapalme, Jean-Marc Lina, Jérémie Mattout

NeuroImage, 2006

Dynamic causal modeling of evoked responses in EEG and MEG.

Olivier David, Stefan J. Kiebel, Lee M. Harrison, Jérémie Mattout, James M. Kilner, Karl J. Friston

NeuroImage, 2006

2005

Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach.

Jean Daunizeau, Christophe Grova, Jérémie Mattout, Guillaume Marrelec, Diego Clonda, Bernard Goulard, Mélanie Pélégrini-Issac, Jean-Marc Lina, Habib Benali

IEEE Trans. Signal Process., 2005

An empirical Bayesian solution to the source reconstruction problem in EEG.

Christophe Phillips, Jérémie Mattout, Michael D. Rugg, Pierre Maquet, Karl J. Friston

NeuroImage, 2005

Multivariate source prelocalization (MSP): Use of functionally informed basis functions for better conditioning the MEG inverse problem.

Jérémie Mattout, Mélanie Pélégrini-Issac, Line Garnero, Habib Benali

NeuroImage, 2005

Hemodynamic correlates of EEG: A heuristic.

James M. Kilner, Jérémie Mattout, Richard N. Henson, Karl J. Friston

NeuroImage, 2005

2004

Better Conditioning the MEG/EEG Inverse Problem: The Multivariate Source Prelocalization Approach.

Jérémie Mattout, Jean Daunizeau, Mélanie Pélégrini-Issac, Line Garnero, Habib Benali

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Data-Driven Cortex Parcelling: A Regularization Tool for the EEG/MEG Inverse Problem.

Jean Daunizeau, Habib Benali, Jérémie Mattout, Jean-Marc Lina, Bernard Goulard

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003

Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem.

Jérémie Mattout, Mélanie Pélégrini-Issac, Anne Bellio, Jean Daunizeau, Habib Benali

Proceedings of the Information Processing in Medical Imaging, 2003

Multivariate Group Effect Analysis in Functional Magnetic Resonance Imaging.

Habib Benali, Jérémie Mattout, Mélanie Pélégrini-Issac

Proceedings of the Information Processing in Medical Imaging, 2003

2002

Hierarchical multivariate group analysis of functional MRI data.

Habib Benali, Jérémie Mattout, Mélanie Pélégrini-Issac, F. Meusburger, O. Derpierre, Ferath Kherif, Jean-Baptiste Poline, Yves Burnod

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001

Statistical method for source localization in MEG/EEG tomographic reconstruction problem.

Jérémie Mattout, Jean Daunizeau, Mélanie Pélégrini-Issac, Habib Benali

Proceedings of the 2001 International Conference on Image Processing, 2001