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Synaptic metaplasticity in binarized neural networks

While deep neural networks have surpassed human performance in multiple situations, they are prone to catastrophic forgetting: upon training a new task, they rapidly forget previously learned ones. Neuroscience studies, based on idealized tasks, suggest that in the brain, synapses overcome this issu...

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Detalles Bibliográficos
Autores principales: Laborieux, Axel, Ernoult, Maxence, Hirtzlin, Tifenn, Querlioz, Damien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8100137/
https://www.ncbi.nlm.nih.gov/pubmed/33953183
http://dx.doi.org/10.1038/s41467-021-22768-y