2021
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons
NeurIPS 2021oral
The response time of physical computational elements is finite, and neurons are no exception. In hierarchical models of cortical networks each layer thus introduces a response lag. This inherent property of physical dynamical systems results in delayed processing of stimuli and causes a timing misma…