Maxence Ernoult
Maxence Ernoult
Research Scientist @ IBM Research
Verified email at
Cited by
Cited by
Vowel recognition with four coupled spin-torque nano-oscillators
M Romera, P Talatchian, S Tsunegi, F Abreu Araujo, V Cros, P Bortolotti, ...
Nature 563 (7730), 230-234, 2018
Scaling equilibrium propagation to deep convnets by drastically reducing its gradient estimator bias
A Laborieux, M Ernoult, B Scellier, Y Bengio, J Grollier, D Querlioz
Frontiers in neuroscience 15, 633674, 2021
Updates of Equilibrium Prop match Gradients of Backprop Through Time in an RNN with Static Input
M Ernoult, J Grollier, D Querlioz, Y Bengio, B Scellier
Advances in Neural Information Processing Systems, 7081-7091, 2019
Synaptic metaplasticity in binarized neural networks
A Laborieux, M Ernoult, T Hirtzlin, D Querlioz
Nature communications 12 (1), 2549, 2021
Using memristors for robust local learning of hardware restricted Boltzmann machines
M Ernoult, J Grollier, D Querlioz
Scientific reports 9 (1), 1851, 2019
Eqspike: spike-driven equilibrium propagation for neuromorphic implementations
E Martin, M Ernoult, J Laydevant, S Li, D Querlioz, T Petrisor, J Grollier
Iscience 24 (3), 102222, 2021
Equilibrium propagation with continual weight updates
M Ernoult, J Grollier, D Querlioz, Y Bengio, B Scellier
arXiv preprint arXiv:2005.04168, 2020
One single static measurement predicts wave localization in complex structures
G Lefebvre, A Gondel, M Dubois, M Atlan, F Feppon, A Labbé, C Gillot, ...
Physical review letters 117 (7), 074301, 2016
Hybrid analog-digital learning with differential RRAM synapses
T Hirtzlin, M Bocquet, M Ernoult, JO Klein, E Nowak, E Vianello, JM Portal, ...
2019 IEEE International Electron Devices Meeting (IEDM), 22.6. 1-22.6. 4, 2019
Training dynamical binary neural networks with equilibrium propagation
J Laydevant, M Ernoult, D Querlioz, J Grollier
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Binding events through the mutual synchronization of spintronic nano-neurons
M Romera, P Talatchian, S Tsunegi, K Yakushiji, A Fukushima, H Kubota, ...
Nature Communications 13 (1), 883, 2022
Towards scaling difference target propagation by learning backprop targets
MM Ernoult, F Normandin, A Moudgil, S Spinney, E Belilovsky, I Rish, ...
International Conference on Machine Learning, 5968-5987, 2022
Microwave neural processing and broadcasting with spintronic nano-oscillators
P Talatchian, M Romera, S Tsunegi, FA Araujo, V Cros, P Bortolotti, ...
2018 IEEE International Electron Devices Meeting (IEDM), 27.4. 1-27.4. 4, 2018
Rethinking biologically inspired learning algorithms towards better credit assignment for on-chip learning
M Ernoult
Sorbonne Université, 2020
Bioinspired Computing Leveraging the Physics of Magnetic Nano-Oscillators
D Querlioz, M Romera, P Talatchian, A Mizrahi, D Vodenicarevic, ...
APS March Meeting Abstracts 2019, P34. 005, 2019
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