Computer Science

Sleep-like unsupervised replay reduces catastrophic forgetting in artificial neural networks

T. Tadros, G. P. Krishnan, et al.

Discover how Timothy Tadros, Giri P. Krishnan, Ramyaa Ramyaa, and Maxim Bazhenov explore a groundbreaking approach to combat catastrophic forgetting in artificial neural networks. Their innovative 'Sleep Replay Consolidation' algorithm demonstrates a remarkable ability to recover lost knowledge through sleep-like dynamics, redefining our understanding of memory retention in machines.