D. Staudt

Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons

Activity difference based learning algorithms---such as contrastive Hebbian learning and equilibrium propagation---have been proposed as biologically plausible alternatives to error back-propagation. However, on traditional digital chips these algorithms suffer from having to solve a costly inferenc…