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Random synaptic feedback weights support error backpropagation for deep learning
The brain processes information through multiple layers of neurons. This deep architecture is representationally powerful, but complicates learning because it is difficult to identify the responsible neurons when a mistake is made. In machine learning, the backpropagation algorithm assigns blame by...
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| Veröffentlicht in: | Nat Commun |
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| Hauptverfasser: | , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
Nature Publishing Group
2016
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5105169/ https://ncbi.nlm.nih.gov/pubmed/27824044 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/ncomms13276 |
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