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Learning in the Machine: Random Backpropagation and the Deep Learning Channel

Random backpropagation (RBP) is a variant of the backpropagation algorithm for training neural networks, where the transpose of the forward matrices are replaced by fixed random matrices in the calculation of the weight updates. It is remarkable both because of its effectiveness, in spite of using r...

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Detalhes bibliográficos
Publicado no:Artif Intell
Main Authors: Baldi, Pierre, Sadowski, Peter, Lu, Zhiqin
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5931406/
https://ncbi.nlm.nih.gov/pubmed/29731511
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artint.2018.03.003
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