Describes several adaptive neural and fuzzy networks and introduces the associate memory class of systems. The Albus CMAC, the B-spline network and a class of fuzzy systems are described and analyzed. Their desirable features, such as local learning, are stressed and the algorithms are evaluated.
Language
English
Pages
528
Format
Hardcover
Release
January 01, 1994
ISBN 13
9780131344532
Neurofuzzy Adaptive Modelling and Control (Prentice-Hall International Series in Systems and Control Engineering)
Describes several adaptive neural and fuzzy networks and introduces the associate memory class of systems. The Albus CMAC, the B-spline network and a class of fuzzy systems are described and analyzed. Their desirable features, such as local learning, are stressed and the algorithms are evaluated.