Experience replay in machines and mammals(rylanschaeffer.github.io) |
Experience replay in machines and mammals(rylanschaeffer.github.io) |
There are many salient differences, and the paper is a collaboration between deep learning researchers and neuroscientists. I have developed some state-of-the-art deep learning algorithms that use replay for continual learning, but we believe there is a lot to be further gained by studying the brain.