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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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Publicat a:Artif Intell
Autors principals: Baldi, Pierre, Sadowski, Peter, Lu, Zhiqin
Format: Artigo
Idioma:Inglês
Publicat: 2018
Matèries:
Accés en línia: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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