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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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Bibliographic Details
Published in:Artif Intell
Main Authors: Baldi, Pierre, Sadowski, Peter, Lu, Zhiqin
Format: Artigo
Language:Inglês
Published: 2018
Subjects:
Online Access: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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