Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning

Oleksiy Ostapenko, Mihai Puscas, Tassilo Klein +2

Models trained in the context of continual learning (CL) should be able to learn from a stream of data over an undefined period of time. The main challenges herein are: 1) maintain…