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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: | Online Artículo Texto |
| Lenguaje: | English |
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Hindawi Publishing Corporation
2014
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4182870/ https://www.ncbi.nlm.nih.gov/pubmed/25309950 http://dx.doi.org/10.1155/2014/397927 |