Kendall explained that his company’s new machine learning paradigm, equilibrium propagation, is based on a re-statement of Kirchoff’s Law. Equilibrium propagation defines an “energy” function in terms ...

Spiking neural networks, however, face their own challenges in the training of the models. Many of the optimization strategies that have been developed for regular neural networks and modern deep ...