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Comparing continual task learning in minds and machines

Humans can learn to perform multiple tasks in succession over the lifespan (“continual” learning), whereas current machine learning systems fail. Here, we investigated the cognitive mechanisms that permit successful continual learning in humans and harnessed our behavioral findings for neural networ...

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Detalles Bibliográficos
Autores principales: Flesch, Timo, Balaguer, Jan, Dekker, Ronald, Nili, Hamed, Summerfield, Christopher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6217400/
https://www.ncbi.nlm.nih.gov/pubmed/30322916
http://dx.doi.org/10.1073/pnas.1800755115