Algorithmic insights on continual learning from fruit flies

Yang Shen, Sanjoy Dasgupta, Saket Navlakha

Continual learning in computational systems is challenging due to catastrophic forgetting. We discovered a two layer neural circuit in the fruit fly olfactory system that addresses…