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Towards deep learning with segregated dendrites

Deep learning has led to significant advances in artificial intelligence, in part, by adopting strategies motivated by neurophysiology. However, it is unclear whether deep learning could occur in the real brain. Here, we show that a deep learning algorithm that utilizes multi-compartment neurons mig...

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Detalles Bibliográficos
Autores principales: Guerguiev, Jordan, Lillicrap, Timothy P, Richards, Blake A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5716677/
https://www.ncbi.nlm.nih.gov/pubmed/29205151
http://dx.doi.org/10.7554/eLife.22901