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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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Vydáno v:Artif Intell
Hlavní autoři: Baldi, Pierre, Sadowski, Peter, Lu, Zhiqin
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup: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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