Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations

Axel Laborieux, Friedemann Zenke

Equilibrium propagation (EP) is an alternative to backpropagation (BP) that allows the training of deep neural networks with local learning rules. It thus provides a compelling fra…