Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input

Maxence Ernoult, Julie Grollier, Damien Querlioz +2

Equilibrium Propagation (EP) is a biologically inspired learning algorithm for convergent recurrent neural networks, i.e. RNNs that are fed by a static input x and settle to a stea…