Equivalence of Equilibrium Propagation and Recurrent Backpropagation

Benjamin Scellier, Yoshua Bengio

Recurrent Backpropagation and Equilibrium Propagation are supervised learning algorithms for fixed point recurrent neural networks which differ in their second phase. In the first…