Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals

Timo Flesch, David G. Nagy, Andrew Saxe +1

Humans can learn several tasks in succession with minimal mutual interference but perform more poorly when trained on multiple tasks at once. The opposite is true for standard deep…