research
∙
09/05/2023
Improving equilibrium propagation without weight symmetry through Jacobian homeostasis
Equilibrium propagation (EP) is a compelling alternative to the backprop...
share
research
∙
12/09/2022
Predictor networks and stop-grads provide implicit variance regularization in BYOL/SimSiam
Self-supervised learning (SSL) learns useful representations from unlabe...
research
∙
09/01/2022
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
Equilibrium propagation (EP) is an alternative to backpropagation (BP) t...
research
∙
06/06/2020
Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias
Equilibrium Propagation (EP) is a biologically-inspired algorithm for co...
research
∙
03/07/2020
