Bortolo Matteo Mognetti

Equilibrium Propagation for Non-Conservative Systems

Equilibrium Propagation (EP) is a physics-inspired learning algorithm that uses stationary states of a dynamical system both for inference and learning. In its original formulation it is limited to conservative systems, i.e. to dynamics which derive from an energy function. Given their importance in…