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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Bibliographic Details
Main Authors: Jordan Guerguiev, Timothy P Lillicrap, Blake A Richards
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2017-12-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/22901