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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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Dades bibliogràfiques
Publicat a:Nat Neurosci
Autors principals: Song, Yuhang, Millidge, Beren, Salvatori, Tommaso, Lukasiewicz, Thomas, Xu, Zhenghua, Bogacz, Rafal
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group US 2024
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Accés en línia: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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