Continual learning under domain transfer with sparse synaptic bursting

Shawn Lawrence Beaulieu, Jeff Clune, Nick Cheney

TL;DR: We mitigate catastrophic forgetting in a neural network using a second neural network to regulate the activity of its weights

Keywords: catastrophic forgetting, continual learning, meta-learning

Optional Submission Checklist: Yes

Broader Impact Statement: Yes

Paper Availability And License: Yes

Code Of Conduct: Yes

Cpu Hours: 0

Gpu Hours: 0

Tpu Hours: 0

Submission Number: 10