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Efficient clustering of radial basis perceptron neural network for pattern recognition

โœ Scribed by Min Han; Jianhui Xi


Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
369 KB
Volume
37
Category
Article
ISSN
0031-3203

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A fuzzy hybrid learning algorithm for ra
โœ Javad Haddadnia; Karim Faez; Majid Ahmadi ๐Ÿ“‚ Article ๐Ÿ“… 2003 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 706 KB

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