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Performance evaluation of a sequential minimal radial basis function (RBF) neural network learning algorithm

โœ Scribed by Lu Yingwei, ; Sundararajan, N.; Saratchandran, P.


Book ID
121654627
Publisher
IEEE
Year
1998
Tongue
English
Weight
257 KB
Volume
9
Category
Article
ISSN
1045-9227

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This paper presents a fuzzy hybrid learning algorithm (FHLA) for the radial basis function neural network (RBFNN). The method determines the number of hidden neurons in the RBFNN structure by using cluster validity indices with majority rule while the characteristics of the hidden neurons are initia