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Books and Theses
- 2022
[b1]Jérémie Laydevant:
Supervised learning in binary dynamical physical systems through energy minimization. (Apprentissage supervisé dans les systèmes physiques dynamiques binaires grâce à la minimisation de l'énergie). University of Paris-Saclay, France, 2022
Conference and Workshop Papers
- 2021
- [c1]Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier:
Training Dynamical Binary Neural Networks With Equilibrium Propagation. CVPR Workshops 2021: 4640-4649
Informal and Other Publications
- 2024
- [i7]Dongshu Liu
, Jérémie Laydevant, Adrien Pontlevy, Damien Querlioz, Julie Grollier:
Unsupervised End-to-End Training with a Self-Defined Bio-Inspired Target. CoRR abs/2403.12116 (2024) - [i6]Xing Chen, Dongshu Liu, Jérémie Laydevant, Julie Grollier:
Self-Contrastive Forward-Forward Algorithm. CoRR abs/2409.11593 (2024) - 2023
- [i5]Jérémie Laydevant, Danijela Markovic, Julie Grollier:
Training an Ising Machine with Equilibrium Propagation. CoRR abs/2305.18321 (2023) - [i4]Shi-Yuan Ma, Tianyu Wang, Jérémie Laydevant, Logan G. Wright, Peter L. McMahon:
Quantum-noise-limited optical neural networks operating at a few quanta per activation. CoRR abs/2307.15712 (2023) - [i3]Jérémie Laydevant, Logan G. Wright, Tianyu Wang, Peter L. McMahon:
The hardware is the software. CoRR abs/2310.18335 (2023) - 2021
- [i2]Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier:
Training Dynamical Binary Neural Networks with Equilibrium Propagation. CoRR abs/2103.08953 (2021) - 2020
- [i1]Erwann Martin, Maxence Ernoult, Jérémie Laydevant, Shuai Li, Damien Querlioz, Teodora Petrisor, Julie Grollier:
EqSpike: Spike-driven Equilibrium Propagation for Neuromorphic Implementations. CoRR abs/2010.07859 (2020)
Coauthor Index
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