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Inferring neural activity before plasticity as a foundation for learning beyond backpropagation

For both humans and machines, the essence of learning is to pinpoint which components in its information processing pipeline are responsible for an error in its output, a challenge that is known as ‘credit assignment’. It has long been assumed that credit assignment is best solved by backpropagation...

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Bibliografiske detaljer
Udgivet i:Nat Neurosci
Main Authors: Song, Yuhang, Millidge, Beren, Salvatori, Tommaso, Lukasiewicz, Thomas, Xu, Zhenghua, Bogacz, Rafal
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group US 2024
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7615830/
https://ncbi.nlm.nih.gov/pubmed/38172438
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41593-023-01514-1
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