Continual Deep Learning on the Edge via Stochastic Local Competition among Subnetworks

Theodoros Christophides, Kyriakos Tolias, Sotirios Chatzis

Continual learning on edge devices poses unique challenges due to stringent resource constraints. This paper introduces a novel method that leverages stochastic competition princip…