Continual learning benefits from multiple sleep mechanisms: NREM, REM, and Synaptic Downscaling

Brian S. Robinson, Clare W. Lau, Alexander New +4

Learning new tasks and skills in succession without losing prior learning (i.e., catastrophic forgetting) is a computational challenge for both artificial and biological neural net…