Sleep-Like Unsupervised Replay Improves Performance when Data are Limited or Unbalanced

Anthony Bazhenov, Pahan Dewasurendra, Giri Krishnan +1

The performance of artificial neural networks (ANNs) degrades when training data are limited or imbalanced. In contrast, the human brain can learn quickly from just a few examples.…