Ontology highlight
ABSTRACT:
SUBMITTER: van de Ven GM
PROVIDER: S-EPMC7426273 | biostudies-literature | 2020 Aug
REPOSITORIES: biostudies-literature
Nature communications 20200813 1
Artificial neural networks suffer from catastrophic forgetting. Unlike humans, when these networks are trained on something new, they rapidly forget what was learned before. In the brain, a mechanism thought to be important for protecting memories is the reactivation of neuronal activity patterns representing those memories. In artificial neural networks, such memory replay can be implemented as 'generative replay', which can successfully - and surprisingly efficiently - prevent catastrophic for ...[more]