Julie Grollier

55 papers A* 1A 1B 1C 3Journal 44Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Convolutions with Radio-Frequency Spin-Diodes. CoRR Erwan Plouet, Hanuman Singh, Pankaj Sethi, Frank Mizrahi, Dédalo Sanz-Hernández, Julie Grollier
2025	J	`jnl`	Training and synchronizing oscillator networks with Equilibrium Propagation. CoRR Théophile Rageau, Julie Grollier
2025	J	`jnl`	Training and synchronizing oscillator networks with Equilibrium Propagation. Neuromorph. Comput. Eng. Théophile Rageau, Julie Grollier
2025	J	`jnl`	Training of physical neural networks. Nat. 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
2024	J	`jnl`	Self-Contrastive Forward-Forward Algorithm. CoRR Xing Chen, Dongshu Liu, Jérémie Laydevant, Julie Grollier
2024	J	`jnl`	Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classification. CoRR Erwan Plouet, Dédalo Sanz-Hernández, Aymeric Vecchiola, Julie Grollier, Frank Mizrahi
2024	J	`jnl`	Training of Physical Neural Networks. CoRR 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
2024	J	`jnl`	Unsupervised End-to-End Training with a Self-Defined Bio-Inspired Target. CoRR Dongshu Liu, Jérémie Laydevant, Adrien Pontlevy, Damien Querlioz, Julie Grollier
2024	J	`jnl`	Unsupervised end-to-end training with a self-defined target. Neuromorph. Comput. Eng. Dongshu Liu, Jérémie Laydevant, Adrien Pontlevy, Damien Querlioz, Julie Grollier
2023	J	`jnl`	Designing polar textures with ultrafast neuromorphic features from atomistic simulations. Neuromorph. Comput. Eng. Sergey Prosandeev, Sergei Prokhorenko, Yousra Nahas, Yali Yang, Changsong Xu, Julie Grollier, Diyar Talbayev, Brahim Dkhil, L. Bellaiche
2023	J	`jnl`	Information Processing Capacity of Spintronic Oscillator. Adv. Intell. Syst. Sumito Tsunegi, Tomoyuki Kubota, Akira Kamimaki, Julie Grollier, Vincent Cros, Kay Yakushiji, Akio Fukushima, Shinji Yuasa, Hitoshi Kubota, Kohei Nakajima, Tomohiro Taniguchi
2023	J	`jnl`	Neuromorphic weighted sum with magnetic skyrmions. CoRR 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
2023	J	`jnl`	Roadmap for Unconventional Computing with Nanotechnology. CoRR 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, Wang Kang, 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
2023	J	`jnl`	Training an Ising Machine with Equilibrium Propagation. CoRR Jérémie Laydevant, Danijela Markovic, Julie Grollier
2022	J	`jnl`	2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 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, Nini Pryds
2022	J	`jnl`	Characterization and modeling of spiking and bursting in experimental NbO Neuromorph. Comput. Eng. Marie Drouhin, Shuai Li, Matthieu Grelier, Sophie Collin, Florian Godel, Robert Glen Elliman, Bruno Dlubak, Juan Trastoy, Damien Querlioz, Julie Grollier
2022	J	`jnl`	Characterization and modeling of spiking and bursting in experimental NbOx neuron. CoRR Marie Drouhin, Shuai Li, Matthieu Grelier, Sophie Collin, Florian Godel, Robert Glen Elliman, Bruno Dlubak, Juan Trastoy, Damien Querlioz, Julie Grollier
2022	J	`jnl`	Convolutional neural networks with radio-frequency spintronic nano-devices. Neuromorph. Comput. Eng. Nathan Leroux, Arnaud De Riz, Dédalo Sanz-Hernández, Danijela Markovic, Alice Mizrahi, Julie Grollier
2022	J	`jnl`	Multilayer spintronic neural networks with radio-frequency connections. CoRR 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
2022	J	`jnl`	Quantum materials for energy-efficient neuromorphic computing. CoRR 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
2022	J	`jnl`	RF signal classification in hardware with an RF spintronic neural network. CoRR Nathan Leroux, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Alejandro Schulman, Luana Benetti, Alex Jenkins, Ricardo Ferreira, Julie Grollier, Alice Mizrahi
2021	J	`jnl`	2021 Roadmap on Neuromorphic Computing and Engineering. CoRR 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, Nini Pryds
2021	J	`jnl`	Convolutional Neural Networks with Radio-Frequency Spintronic Nano-Devices. CoRR Nathan Leroux, Arnaud De Riz, Dédalo Sanz-Hernández, Danijela Markovic, Alice Mizrahi, Julie Grollier
2021	J	`jnl`	Easy-plane spin Hall nano-oscillators as spiking neurons for neuromorphic computing. CoRR Danijela Markovic, Matthew W. Daniels, Pankaj Sethi, Andrew D. Kent, Mark D. Stiles, Julie Grollier
2021	J	`jnl`	Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations. CoRR Xing Chen, Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Dafine Ravelosona, Wang Kang, Weisheng Zhao, Julie Grollier, Damien Querlioz
2021	J	`jnl`	Hardware realization of the multiply and accumulate operation on radio-frequency signals with magnetic tunnel junctions. Neuromorph. Comput. Eng. Nathan Leroux, Alice Mizrahi, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Leandro Martins, Alex Jenkins, Ricardo Ferreira, Julie Grollier
2021	—	`ch.`	Reservoir Computing Leveraging the Transient Non-linear Dynamics of Spin-Torque Nano-Oscillators. Reservoir Computing 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
2021	J	`jnl`	Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias. CoRR Axel Laborieux, Maxence Ernoult, Benjamin Scellier, Yoshua Bengio, Julie Grollier, Damien Querlioz
2021	—	`conf`	Training Dynamical Binary Neural Networks With Equilibrium Propagation. CVPR Workshops Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier
2021	J	`jnl`	Training Dynamical Binary Neural Networks with Equilibrium Propagation. CoRR Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier
2020	J	`jnl`	Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation. CoRR Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
2020	J	`jnl`	EqSpike: Spike-driven Equilibrium Propagation for Neuromorphic Implementations. CoRR Erwann Martin, Maxence Ernoult, Jérémie Laydevant, Shuai Li, Damien Querlioz, Teodora Petrisor, Julie Grollier
2020	J	`jnl`	Equilibrium Propagation with Continual Weight Updates. CoRR Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
2020	J	`jnl`	Physics for Neuromorphic Computing. CoRR Danijela Markovic, Alice Mizrahi, Damien Querlioz, Julie Grollier
2020	J	`jnl`	Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias. CoRR Axel Laborieux, Maxence Ernoult, Benjamin Scellier, Yoshua Bengio, Julie Grollier, Damien Querlioz
2019	—	`conf`	Memory-Centric Neuromorphic Computing With Nanodevices. BioCAS Damien Querlioz, Julie Grollier, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Marc Bocquet, Jean-Michel Portal, Miguel Romera, Philippe Talatchian
2019	J	`jnl`	Microwave neural processing and broadcasting with spintronic nano-oscillators. CoRR 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
2019	J	`jnl`	Neuromorphic Computing through Time-Multiplexing with a Spin-Torque Nano-Oscillator. CoRR 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
2019	J	`jnl`	Role of non-linear data processing on speech recognition task in the framework of reservoir computing. CoRR Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Sumito Tsunegi, Damien Querlioz, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier
2019	A*	`conf`	Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input. NeurIPS Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
2019	J	`jnl`	Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input. CoRR Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
2018	C	`conf`	Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions. ISCAS Damir Vodenicarevic, Nicolas Locatelli, Alice Mizrahi, Tifenn Hirtzlin, Joseph S. Friedman, Julie Grollier, Damien Querlioz
2018	J	`jnl`	Overcoming device unreliability with continuous learning in a population coding based computing system. CoRR Alice Mizrahi, Julie Grollier, Damien Querlioz, Mark D. Stiles
2018	—	`conf`	Verilog-A model of ferroelectric memristors dedicated to neuromorphic design. ICECS Charly Meyer, Andre Chanthbouala, Soren Boyn, Jean Tomas, Vincent Garcia, Manuel Bibes, Stephane Fusil, Julie Grollier, Sylvain Saïghi
2018	J	`jnl`	Vowel recognition with four coupled spin-torque nano-oscillators. Nat. 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
2017	J	`jnl`	Neuromorphic computing with nanoscale spintronic oscillators. CoRR 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
2017	—	`conf`	Spintronic nanoscillators for unconventional circuits. ECCTD Damir Vodenicarevic, Alice Mizrahi, Nicolas Locatelli, Julie Grollier, Damien Querlioz
2016	J	`jnl`	Bio-inspired intelligent sensory processing with nanoscale stochastic magnetic tunnel junctions. CoRR Alice Mizrahi, Julie Grollier, Damien Querlioz
2016	J	`jnl`	Spintronic Nanodevices for Bioinspired Computing. Proc. IEEE Julie Grollier, Damien Querlioz, Mark D. Stiles
2016	J	`jnl`	Spintronic nano-devices for bio-inspired computing. CoRR Julie Grollier, Damien Querlioz, Mark D. Stiles
2016	J	`jnl`	Synchronization Detection in Networks of Coupled Oscillators for Pattern Recognition. CoRR Damir Vodenicarevic, Nicolas Locatelli, Julie Grollier, Damien Querlioz
2016	B	`conf`	Synchronization detection in networks of coupled oscillators for pattern recognition. IJCNN Damir Vodenicarevic, Nicolas Locatelli, Julie Grollier, Damien Querlioz
2015	A	`conf`	Spintronic devices as key elements for energy-efficient neuroinspired architectures. DATE Nicolas Locatelli, Adrien F. Vincent, Alice Mizrahi, Joseph S. Friedman, Damir Vodenicarevic, Joo-Von Kim, Jacques-Olivier Klein, Weisheng Zhao, Julie Grollier, Damien Querlioz
2015	C	`conf`	Vortex-based spin transfer oscillator compact model for IC design. ISCAS Nicolas Locatelli, Damir Vodenicarevic, Weisheng Zhao, Jacques-Olivier Klein, Julie Grollier, Damien Querlioz
2014	C	`conf`	Silicon neuron dedicated to memristive spiking neural networks. ISCAS Gwendal Lecerf, Jean Tomas, Soren Boyn, Stephanie Girod, Ashwin Mangalore, Julie Grollier, Sylvain Saïghi