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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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Bibliografiske detaljer
Udgivet i:eLife
Main Authors: Guerguiev, Jordan, Lillicrap, Timothy P, Richards, Blake A
Format: Artigo
Sprog:Inglês
Udgivet: eLife Sciences Publications, Ltd 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5716677/
https://ncbi.nlm.nih.gov/pubmed/29205151
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7554/eLife.22901
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