Julie Grollier

According to our database, Julie Grollier authored at least 45 papers between 2014 and 2024.

Collaborative distances:

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

2024

Self-Contrastive Forward-Forward Algorithm.

Xing Chen, Dongshu Liu, Jérémie Laydevant, Julie Grollier

CoRR, 2024

Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classification.

Erwan Plouet, Dédalo Sanz-Hernández, Aymeric Vecchiola, Julie Grollier, Frank Mizrahi

CoRR, 2024

Training of Physical Neural Networks.

Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury

CoRR, 2024

Unsupervised End-to-End Training with a Self-Defined Bio-Inspired Target.

Dongshu Liu, Jérémie Laydevant, Adrien Pontlevy, Damien Querlioz, Julie Grollier

CoRR, 2024

2023

Information Processing Capacity of Spintronic Oscillator.

Sumito Tsunegi, Tomoyuki Kubota, Akira Kamimaki, Julie Grollier, Vincent Cros, Kay Yakushiji, Akio Fukushima, Shinji Yuasa, Hitoshi Kubota, Kohei Nakajima, Tomohiro Taniguchi

Adv. Intell. Syst., September, 2023

Designing polar textures with ultrafast neuromorphic features from atomistic simulations.

Sergey Prosandeev, Sergei Prokhorenko, Yousra Nahas, Yali Yang, Changsong Xu, Julie Grollier, Diyar Talbayev, Brahim Dkhil, L. Bellaiche

Neuromorph. Comput. Eng., March, 2023

Neuromorphic weighted sum with magnetic skyrmions.

Tristan da Câmara Santa Clara Gomes, Yanis Sassi, Dédalo Sanz-Hernández, Sachin Krishnia, Sophie Collin, Marie-Blandine Martin, Pierre Seneor, Vincent Cros, Julie Grollier, Nicolas Reyren

CoRR, 2023

Training an Ising Machine with Equilibrium Propagation.

Jérémie Laydevant, Danijela Markovic, Julie Grollier

CoRR, 2023

Roadmap for Unconventional Computing with Nanotechnology.

Giovanni Finocchio, Supriyo Bandyopadhyay, Peng Lin, Gang Pan, J. Joshua Yang, Riccardo Tomasello, Christos Panagopoulos, Mario Carpentieri, Vito Puliafito, Johan Åkerman, Hiroki Takesue, Amit Ranjan Trivedi, Saibal Mukhopadhyay, Kaushik Roy, Vinod K. Sangwan, Mark C. Hersam, Anna Giordano, Huynsoo Yang, Julie Grollier, Kerem Yunus Çamsari, Peter L. McMahon, Supriyo Datta, Jean Anne C. Incorvia, Joseph S. Friedman, Sorin Cotofana, Florin Ciubotaru, Andrii V. Chumak, Azad J. Naeemi, Brajesh Kumar Kaushik, Yao Zhu, Kang Wang, Belita Koiller, Gabriel Aguilar, Guilherme P. Temporão, Kremena Makasheva, Aida Todri-Sanial, Jennifer Hasler, William Levy, Vwani Roychowdhury, Samiran Ganguly, Avik W. Ghosh, Davi Rodriquez, Satoshi Sunada, Karin Everschor-Sitte, Amit Lal, Shubham Jadhav, Massimiliano Di Ventra, Yuriy V. Pershin, Kosuke Tatsumura, Hayato Goto

CoRR, 2023

2022

Characterization and modeling of spiking and bursting in experimental NbO_x neuron.

Marie Drouhin, Shuai Li, Matthieu Grelier, Sophie Collin, Florian Godel, Robert Glen Elliman, Bruno Dlubak, Juan Trastoy, Damien Querlioz, Julie Grollier

Neuromorph. Comput. Eng., December, 2022

Convolutional neural networks with radio-frequency spintronic nano-devices.

Nathan Leroux, Arnaud De Riz, Dédalo Sanz-Hernández, Danijela Markovic, Alice Mizrahi, Julie Grollier

Neuromorph. Comput. Eng., 2022

2022 roadmap on neuromorphic computing and engineering.

Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds

Neuromorph. Comput. Eng., 2022

Multilayer spintronic neural networks with radio-frequency connections.

Andrew Ross, Nathan Leroux, Arnaud De Riz, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Damien Querlioz, Leandro Martins, Luana Benetti, Marcel S. Claro, Pedro Anacleto, Alejandro Schulman, Thierry Taris, Jean-Baptiste Bégueret, Sylvain Saïghi, Alex S. Jenkins, Ricardo Ferreira, Adrien F. Vincent, Alice Mizrahi, Julie Grollier

CoRR, 2022

RF signal classification in hardware with an RF spintronic neural network.

Nathan Leroux, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Alejandro Schulman, Luana Benetti, Alex Jenkins, Ricardo Ferreira, Julie Grollier, Alice Mizrahi

CoRR, 2022

Characterization and modeling of spiking and bursting in experimental NbOx neuron.

Marie Drouhin, Shuai Li, Matthieu Grelier, Sophie Collin, Florian Godel, Robert Glen Elliman, Bruno Dlubak, Juan Trastoy, Damien Querlioz, Julie Grollier

CoRR, 2022

Quantum materials for energy-efficient neuromorphic computing.

Axel Hoffmann, Shriram Ramanathan, Julie Grollier, Andrew D. Kent, Marcelo Rozenberg, Ivan K. Schuller, Oleg Shpyrko, Robert Dynes, Yeshaiahu Fainman, Alex Frano, Eric E. Fullerton, Giulia Galli, Vitaliy Lomakin, Shyue Ping Ong, Amanda K. Petford-Long, Jonathan A. Schuller, Mark D. Stiles, Yayoi Takamura, Yimei Zhu

CoRR, 2022

2021

Reservoir Computing Leveraging the Transient Non-linear Dynamics of Spin-Torque Nano-Oscillators.

Mathieu Riou, Jacob Torrejon, Flavio Abreu Araujo, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Nathan Leroux, Danijela Markovic, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier

Proceedings of the Reservoir Computing, 2021

Hardware realization of the multiply and accumulate operation on radio-frequency signals with magnetic tunnel junctions.

Nathan Leroux, Alice Mizrahi, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Leandro Martins, Alex Jenkins, Ricardo Ferreira, Julie Grollier

Neuromorph. Comput. Eng., 2021

Easy-plane spin Hall nano-oscillators as spiking neurons for neuromorphic computing.

Danijela Markovic, Matthew W. Daniels, Pankaj Sethi, Andrew D. Kent, Mark D. Stiles, Julie Grollier

CoRR, 2021

Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations.

Xing Chen, Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Dafine Ravelosona, Wang Kang, Weisheng Zhao, Julie Grollier, Damien Querlioz

CoRR, 2021

2021 Roadmap on Neuromorphic Computing and Engineering.

Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds

CoRR, 2021

Training Dynamical Binary Neural Networks With Equilibrium Propagation.

Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

EqSpike: Spike-driven Equilibrium Propagation for Neuromorphic Implementations.

Erwann Martin, Maxence Ernoult, Jérémie Laydevant, Shuai Li, Damien Querlioz, Teodora Petrisor, Julie Grollier

CoRR, 2020

Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias.

Axel Laborieux, Maxence Ernoult, Benjamin Scellier, Yoshua Bengio, Julie Grollier, Damien Querlioz

CoRR, 2020

Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation.

Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier

CoRR, 2020

Equilibrium Propagation with Continual Weight Updates.

Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier

CoRR, 2020

Physics for Neuromorphic Computing.

Danijela Markovic, Alice Mizrahi, Damien Querlioz, Julie Grollier

CoRR, 2020

2019

Role of non-linear data processing on speech recognition task in the framework of reservoir computing.

Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Sumito Tsunegi, Damien Querlioz, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier

CoRR, 2019

Microwave neural processing and broadcasting with spintronic nano-oscillators.

Philippe Talatchian, M. Romera, Sumito Tsunegi, Flavio Abreu Araujo, Vincent Cros, Paolo Bortolotti, Juan Trastoy, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Maxence Ernoult, Damir Vodenicarevic, Tifenn Hirtzlin, Nicolas Locatelli, Damien Querlioz, Julie Grollier

CoRR, 2019

Neuromorphic Computing through Time-Multiplexing with a Spin-Torque Nano-Oscillator.

Mathieu Riou, Flavio Abreu Araujo, Jacob Torrejon, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier

CoRR, 2019

Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input.

Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier

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

Memory-Centric Neuromorphic Computing With Nanodevices.

Damien Querlioz, Julie Grollier, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Marc Bocquet, Jean-Michel Portal, Miguel Romera, Philippe Talatchian

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018

Vowel recognition with four coupled spin-torque nano-oscillators.

Miguel Romera, Philippe Talatchian, Sumito Tsunegi, Flavio Abreu Araujo, Vincent Cros, Paolo Bortolotti, Juan Trastoy, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Maxence Ernoult, Damir Vodenicarevic, Tifenn Hirtzlin, Nicolas Locatelli, Damien Querlioz, Julie Grollier

Nat., 2018

Overcoming device unreliability with continuous learning in a population coding based computing system.

Alice Mizrahi, Julie Grollier, Damien Querlioz, Mark D. Stiles

CoRR, 2018

Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions.

Damir Vodenicarevic, Nicolas Locatelli, Alice Mizrahi, Tifenn Hirtzlin, Joseph S. Friedman, Julie Grollier, Damien Querlioz

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Verilog-A model of ferroelectric memristors dedicated to neuromorphic design.

Charly Meyer, Andre Chanthbouala, Soren Boyn, Jean Tomas, Vincent Garcia, Manuel Bibes, Stephane Fusil, Julie Grollier, Sylvain Saïghi

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

2017

Neuromorphic computing with nanoscale spintronic oscillators.

Jacob Torrejon, Mathieu Riou, Flavio Abreu Araujo, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier

CoRR, 2017

Spintronic nanoscillators for unconventional circuits.

Damir Vodenicarevic, Alice Mizrahi, Nicolas Locatelli, Julie Grollier, Damien Querlioz

Proceedings of the 2017 European Conference on Circuit Theory and Design, 2017

2016

Spintronic Nanodevices for Bioinspired Computing.

Julie Grollier, Damien Querlioz, Mark D. Stiles

Proc. IEEE, 2016

Bio-inspired intelligent sensory processing with nanoscale stochastic magnetic tunnel junctions.

Alice Mizrahi, Julie Grollier, Damien Querlioz

CoRR, 2016

Spintronic nano-devices for bio-inspired computing.

Julie Grollier, Damien Querlioz, Mark D. Stiles

CoRR, 2016

Synchronization detection in networks of coupled oscillators for pattern recognition.

Damir Vodenicarevic, Nicolas Locatelli, Julie Grollier, Damien Querlioz

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Vortex-based spin transfer oscillator compact model for IC design.

Nicolas Locatelli, Damir Vodenicarevic, Weisheng Zhao, Jacques-Olivier Klein, Julie Grollier, Damien Querlioz

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Spintronic devices as key elements for energy-efficient neuroinspired architectures.

Nicolas Locatelli, Adrien F. Vincent, Alice Mizrahi, Joseph S. Friedman, Damir Vodenicarevic, Joo-Von Kim, Jacques-Olivier Klein, Weisheng Zhao, Julie Grollier, Damien Querlioz

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

2014

Silicon neuron dedicated to memristive spiking neural networks.

Gwendal Lecerf, Jean Tomas, Soren Boyn, Stephanie Girod, Ashwin Mangalore, Julie Grollier, Sylvain Saïghi

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014