Heterogeneous Time Constants Improve Stability in Equilibrium Propagation

Yoshimasa Kubo, Suhani Pragnesh Modi, Smit Patel

Equilibrium propagation (EP) is a biologically plausible alternative to backpropagation for training neural networks. However, existing EP models use a uniform scalar time step dt,…