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An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity

To efficiently learn from feedback, cortical networks need to update synaptic weights on multiple levels of cortical hierarchy. An effective and well-known algorithm for computing such changes in synaptic weights is the error backpropagation algorithm. However, in this algorithm, the change in synap...

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Detalhes bibliográficos
Publicado no:Neural Comput
Main Authors: Whittington, James C. R., Bogacz, Rafal
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5467749/
https://ncbi.nlm.nih.gov/pubmed/28333583
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00949
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