Remembrance of Tasks Past in Tunable Physical Networks

Purba Chatterjee, Marcelo Guzman, Andrea J. Liu

Sequential learning in physical networks is hindered by catastrophic forgetting, where training a new task erases solutions to earlier ones. We show that we can significantly enhan…