Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization

Nicolas Y. Masse, Gregory D. Grant, David J. Freedman

Humans and most animals can learn new tasks without forgetting old ones. However, training artificial neural networks (ANNs) on new tasks typically cause it to forget previously le…