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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...

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Bibliografiske detaljer
Main Authors: Fan, Zhe-Cheng, Hwang, Wen-Jyi
Format: Artigo
Sprog:Inglês
Udgivet: Molecular Diversity Preservation International (MDPI) 2013
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3658779/
https://ncbi.nlm.nih.gov/pubmed/23519346
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/sl30303848
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