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Deep Neural Networks with Multistate Activation Functions
We propose multistate activation functions (MSAFs) for deep neural networks (DNNs). These MSAFs are new kinds of activation functions which are capable of representing more than two states, including the N-order MSAFs and the symmetrical MSAF. DNNs with these MSAFs can be trained via conventional St...
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| Publicado no: | Comput Intell Neurosci |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi Publishing Corporation
2015
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4581500/ https://ncbi.nlm.nih.gov/pubmed/26448739 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/721367 |
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