Cargando…

Efficient VLSI Architecture for Training Radial Basis Function Networks

This paper presents a novel VLSI architecture for the training of radial basis function (RBF) networks. The architecture contains the circuits for fuzzy C-means (FCM) and the recursive Least Mean Square (LMS) operations. The FCM circuit is designed for the training of centers in the hidden layer of...

Descripción completa

Detalles Bibliográficos
Autores principales: Fan, Zhe-Cheng, Hwang, Wen-Jyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3658779/
https://www.ncbi.nlm.nih.gov/pubmed/23519346
http://dx.doi.org/10.3390/sl30303848