Neuromorphic Algorithms

2022

J. Laydevant, D. Markovic, J. Grollier, Training an Ising Machine with Equilibrium Propagation (2022)

2021

E. Martin, M. Ernoult, J. Laydevant, S. Li, D. Querlioz, T. Petrisor, and Julie Grollier, EqSpike: Spike-driven equilibrium propagation for neuromorphic implementations, iScience 24, 3 (2021)

J. Laydevant, M. Ernoult, D. Querlioz, J. Grollier, Training Dynamical Binary Neural Networks with Equilibrium Propagation, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2021)

2020

M. Ernoult, J. Grollier, D. Querlioz, Y. Bengio, B. Scellier, Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation, [arXiv]

M. Ernoult, J. Grollier, D. Querlioz, Y. Bengio, B. Scellier, Equilibrium Propagation with Continual Weight Updates, [arXiv]