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Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition
Despite the recent success of deep learning, the nature of the transformations they apply to the input features remains poorly understood. This study provides an empirical framework to study the encoding properties of node activations in various layers of the network, and to construct the exact func...
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| Publicado no: | Proc Mach Learn Res |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6756762/ https://ncbi.nlm.nih.gov/pubmed/31549099 |
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