Local online learning in recurrent networks with random feedback

Recurrent neural networks (RNNs) enable the production and processing of time-dependent signals such as those involved in movement or working memory. Classic gradient-based algorithms for training RNNs have been available for decades, but are inconsistent with biological features of the brain, such...

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Bibliographic Details
Main Author: James M Murray
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2019-05-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/43299