Stochastic Consolidation of Lifelong Memory
Nimrod Shaham, Jay Chandra, Gabriel Kreiman, Haim Sompolinsky
This paper introduces a model for continual learning in a recurrent neural network that combines Hebbian learning, synaptic decay, and a novel memory consolidation mechanism to avoid catastrophic forgetting.
Scientific Reports · Jul 30, 2022Peer-reviewedNeuroscience