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Inhibition in Multiclass Classification

The role of inhibition is investigated in a multiclass support vector machine formalism inspired by the brain structure of insects. The so-called mushroom bodies have a set of output neurons, or classification functions, that compete with each other to encode a particular input. Strongly active outp...

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Detalhes bibliográficos
Main Authors: Huerta, Ramón, Vembu, Shankar, Amigó, José M., Nowotny, Thomas, Elkan, Charles
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3717401/
https://ncbi.nlm.nih.gov/pubmed/22594829
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00321
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