title: Extending the functional equivalence of radial basis function networks and fuzzy inference systems.
abstract: We establish the functional equivalence of a generalized class of Gaussian radial basis function (RBFs) networks and the full Takagi-Sugeno model (1983) of fuzzy inference. This generalizes an existing result which applies to the standard Gaussian RBF network and a restricted form of the Takagi-Sugeno fuzzy system. The more general framework allows the removal of some of the restrictive conditions of the previous result.
authors.affiliation: Daimler-Benz AG, Berlin.
authors.forename: K J
authors.initials: KJ
authors.lastname: Hunt
authors.forename: R
authors.initials: R
authors.lastname: Haas
authors.forename: R
authors.initials: R
authors.lastname: Murray-Smith