Continual learning under domain transfer with sparse synaptic bursting

Shawn L. Beaulieu, Jeff Clune, Nick Cheney

Existing machines are functionally specific tools that were made for easy prediction and control. Tomorrow's machines may be closer to biological systems in their mutability, resil…