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Estimation of Radial Basis Function Network Centers via Information Forces

The determination of The Radial Basis Function Network centers is an open problem. This work determines the cluster centers by a proposed gradient algorithm, using the information forces acting on each data point. These centers are applied to a Radial Basis Function Network for data classification....

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Detalles Bibliográficos
Autores principales: Sousa Júnior, Edilson, Freitas, Antônio, Rabelo, Ricardo, Santos, Welflen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601673/
https://www.ncbi.nlm.nih.gov/pubmed/37420369
http://dx.doi.org/10.3390/e24101347