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Synaptic plasticity as Bayesian inference

Learning, especially rapid learning, is critical for survival. However, learning is hard: a large number of synaptic weights must be set based on noisy, often ambiguous, sensory information. In such a high-noise regime, keeping track of probability distributions over weights is the optimal strategy....

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Bibliographic Details
Published in:Nat Neurosci
Main Authors: Aitchison, Laurence, Jegminat, Jannes, Menendez, Jorge Aurelio, Pfister, Jean-Pascal, Pouget, Alex, Latham, Peter E.
Format: Artigo
Language:Inglês
Published: 2021
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7617048/
https://ncbi.nlm.nih.gov/pubmed/33707754
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41593-021-00809-5
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