Maxence Ernoult
Maxence Ernoult
Université Paris Saclay
Dirección de correo verificada de c2n.upsaclay.fr
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Vowel recognition with four coupled spin-torque nano-oscillators
M Romera, P Talatchian, S Tsunegi, FA Araujo, V Cros, P Bortolotti, ...
Nature 563 (7730), 230-234, 2018
1452018
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
122016
Using memristors for robust local learning of hardware restricted Boltzmann machines
M Ernoult, J Grollier, D Querlioz
Scientific reports 9 (1), 1-15, 2019
52019
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
42019
Equilibrium propagation with continual weight updates
M Ernoult, J Grollier, D Querlioz, Y Bengio, B Scellier
arXiv preprint arXiv:2005.04168, 2020
22020
Synaptic Metaplasticity in Binarized Neural Networks
A Laborieux, M Ernoult, T Hirtzlin, D Querlioz
arXiv preprint arXiv:2003.03533, 2020
12020
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
12019
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
https://arxiv.org/abs/2006.03824, 2020
2020
Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation
M Ernoult, J Grollier, D Querlioz, Y Bengio, B Scellier
arXiv preprint arXiv:2005.04169, 2020
2020
Binding events through the mutual synchronization of spintronic nano-neurons
M Romera, P Talatchian, S Tsunegi, K Yakushiji, A Fukushima, H Kubota, ...
arXiv preprint arXiv:2001.08044, 2020
2020
Bioinspired Computing Leveraging the Physics of Magnetic Nano-Oscillators
D Querlioz, M Romera, P Talatchian, A Mizrahi, D Vodenicarevic, ...
APS 2019, P34. 005, 2019
2019
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
2018
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