Dynamic gain neuromodulation attenuates stability gaps during continual joint training

Alejandro Rodriguez-Garcia, Anindya Ghosh, Srikanth Ramaswamy

Recent work in continual learning has highlighted the stability gap -- a temporary performance drop on previously learned tasks when new ones are introduced. This phenomenon reflec…