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Cooperation-Controlled Learning for Explicit Class Structure in Self-Organizing Maps
We attempt to demonstrate the effectiveness of multiple points of view toward neural networks. By restricting ourselves to two points of view of a neuron, we propose a new type of information-theoretic method called “cooperation-controlled learning.” In this method, individual and collective neurons...
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi Publishing Corporation
2014
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| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4182870/ https://ncbi.nlm.nih.gov/pubmed/25309950 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/397927 |
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