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Functional Equivalence between Radial Basis Function Networks and Fuzzy Inference Systems

By J. Roger Jang and C.-T Sun

Abstract

This short article shows that under some minor restrictions, the functional behavior of radial basis function networks and fuzzy inference systems are actually equivalent. This functional equivalence implies that advances in each literature, such as new learning rules or analysis on representational power, etc., can be applied to both models directly. It is of interest to observe that two models stemming from different origins turn out to be functional equivalent

Year: 1993
OAI identifier: oai:CiteSeerX.psu:10.1.1.41.5100
Provided by: CiteSeerX
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