On the structure and initial parameter identification of gaussian rbf networks

Abstract

We consider the efficient initialization of structure and parameters of generalized Gaussian radial basis function (RBF) networks using fuzzy decision trees generated by fuzzy ID3 like induction algorithms. The initialization scheme is based on the proposed functional equivalence property of fuzzy decision trees and generalized Gaussian RBF networks. The… (More)
DOI: 10.1142/S012906570400211X

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