Maxence Ernoult

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 17

Top Topics

Comparative Study

Synaptic Weights

Nash Equilibrium

Top Venues

Publications

Benjamin Scellier, Maxence Ernoult, Jack D. Kendall, Suhas Kumar
Energy-based learning algorithms for analog computing: a comparative study. NeurIPS (2023)
Benjamin Scellier, Maxence Ernoult, Jack D. Kendall, Suhas Kumar
Energy-based learning algorithms for analog computing: a comparative study. CoRR (2023)
Maxence Ernoult, Fabrice Normandin, Abhinav Moudgil, Sean Spinney, Eugene Belilovsky, Irina Rish, Blake A. Richards, Yoshua Bengio
Towards Scaling Difference Target Propagation by Learning Backprop Targets. ICML (2022)
Maxence Ernoult, Fabrice Normandin, Abhinav Moudgil, Sean Spinney, Eugene Belilovsky, Irina Rish, Blake A. Richards, Yoshua Bengio
Towards Scaling Difference Target Propagation by Learning Backprop Targets. CoRR (2022)
Axel Laborieux, Maxence Ernoult, Benjamin Scellier, Yoshua Bengio, Julie Grollier, Damien Querlioz
Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias. CoRR (2021)
Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier
Training Dynamical Binary Neural Networks with Equilibrium Propagation. CoRR (2021)
Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier
Training Dynamical Binary Neural Networks With Equilibrium Propagation. CVPR Workshops (2021)
Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz
Synaptic metaplasticity in binarized neural networks. CoRR (2021)
Axel Laborieux, Maxence Ernoult, Benjamin Scellier, Yoshua Bengio, Julie Grollier, Damien Querlioz
Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias. CoRR (2020)
Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation. CoRR (2020)
Erwann Martin, Maxence Ernoult, Jérémie Laydevant, Shuai Li, Damien Querlioz, Teodora Petrisor, Julie Grollier
EqSpike: Spike-driven Equilibrium Propagation for Neuromorphic Implementations. CoRR (2020)
Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
Equilibrium Propagation with Continual Weight Updates. CoRR (2020)
Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz
Synaptic Metaplasticity in Binarized Neural Networks. CoRR (2020)
Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input. NeurIPS (2019)
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
Microwave neural processing and broadcasting with spintronic nano-oscillators. CoRR (2019)
Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input. CoRR (2019)
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
Vowel recognition with four coupled spin-torque nano-oscillators. Nat. 563 (7730) (2018)