Continual Learning Through Synaptic Intelligence

Friedemann Zenke, Ben Poole, Surya Ganguli

Abstract: While deep learning has led to remarkable advances across diverse applications, it struggles in domains where the data distribution changes over the course of learning. In stark contrast, biologica...