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Axel Laborieux
Axel Laborieux
Dirección de correo verificada de fmi.ch
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Nonvolatile ionic modification of the Dzyaloshinskii-Moriya interaction
LH Diez, YT Liu, DA Gilbert, M Belmeguenai, J Vogel, S Pizzini, ...
Physical Review Applied 12 (3), 034005, 2019
722019
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
652021
Synaptic metaplasticity in binarized neural networks
A Laborieux, M Ernoult, T Hirtzlin, D Querlioz
Nature communications 12 (1), 2549, 2021
582021
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
A Laborieux, F Zenke
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
222022
Low power in-memory implementation of ternary neural networks with resistive ram-based synapse
A Laborieux, M Bocquet, T Hirtzlin, JO Klein, LH Diez, E Nowak, ...
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
132020
MicroMegascope
L Canale, A Laborieux, AA Mogane, L Jubin, J Comtet, A Lainé, ...
Nanotechnology 29 (35), 355501, 2018
122018
Implementation of ternary weights with resistive RAM using a single sense operation per synapse
A Laborieux, M Bocquet, T Hirtzlin, JO Klein, E Nowak, E Vianello, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (1), 138-147, 2020
92020
Predictor networks and stop-grads provide implicit variance regularization in byol/simsiam
MS Halvagal, A Laborieux, F Zenke
arXiv preprint arXiv 2212, 12, 2022
62022
Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks
A Majumdar, M Bocquet, T Hirtzlin, A Laborieux, JO Klein, E Nowak, ...
IEEE Transactions on Electron Devices 68 (10), 4925-4932, 2021
42021
Improving equilibrium propagation without weight symmetry through Jacobian homeostasis
A Laborieux, F Zenke
arXiv preprint arXiv:2309.02214, 2023
32023
CAPC: A configurable analog pop-count circuit for near-memory binary neural networks
F Jebali, A Majumdar, A Laborieux, T Hirtzlin, E Vianello, JP Walder, ...
2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS …, 2021
22021
Implicit variance regularization in non-contrastive SSL
MS Halvagal, A Laborieux, F Zenke
arXiv preprint arXiv:2212.04858, 2022
12022
An eigenspace view reveals how predictor networks and stop-grads provide implicit variance regularization
MS Halvagal, A Laborieux, F Zenke
NeurIPS Self-Supervised Learning Workshop, 2022
12022
Experimental Demonstration of Memristor Delay-Based Logic In-Memory Ternary Neural Network
A Renaudineau, KE Harabi, C Turck, A Laborieux, E Vianello, M Bocquet, ...
2023 Silicon Nanoelectronics Workshop (SNW), 43-44, 2023
2023
Bio-inspired continual learning and credit assignment for neuromorphic computing
A Laborieux
Université Paris-Saclay, 2021
2021
Electric field control of magnetism
L Herrera-Diez, Y Liu, DA Gilbert, M Belmeguenai, J Vogel, S Pizzini, ...
Spintronics XIII 11470, 114703G, 2020
2020
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