A Structure-Adaptive Hybrid RBF-BP Classifier with an Optimized Learning Strategy

This paper presents a structure-adaptive hybrid RBF-BP (SAHRBF-BP) classifier with an optimized learning strategy. SAHRBF-BP is composed of a structure-adaptive RBF network and a BP network of cascade, where the number of RBF hidden nodes is adjusted adaptively according to the distribution of sampl...

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Detalles Bibliográficos
Autores principales: Wen, Hui, Xie, Weixin, Pei, Jihong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5085025/
https://www.ncbi.nlm.nih.gov/pubmed/27792737
http://dx.doi.org/10.1371/journal.pone.0164719

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5085025/
https://www.ncbi.nlm.nih.gov/pubmed/27792737
http://dx.doi.org/10.1371/journal.pone.0164719

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