Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization

3 code implementations • 2 Feb 2018 • Nicolas Y. Masse, Gregory D. Grant, David J. Freedman

Several recent studies have proposed methods to stabilize connection weights of ANNs that are deemed most important for solving a task, which helps alleviate catastrophic forgetting.