Radial Basis Function Neural Networks With Sequential Learning: Mran and Its Applications - Couverture rigide

Lu, Ying Wei; Saratchandran, P; Sundararajan, Narasimman

 
9789810237714: Radial Basis Function Neural Networks With Sequential Learning: Mran and Its Applications
Couverture rigide
ISBN 10 : 9810237715 ISBN 13 : 9789810237714
Editeur : World Scientific Publishing Co Pte Ltd, 1999

Synopsis

This book presents in detail the newly developed sequential learning algorithm for radial basis function neural networks, which realizes a minimal network. This algorithm, created by the authors, is referred to as Minimal Resource Allocation Networks (MRAN). The book describes the application of MRAN in different areas, including pattern recognition, time series prediction, system identification, control, communication and signal processing. Benchmark problems from these areas have been studied, and MRAN is compared with other algorithms. In order to make the book self-contained, a review of the existing theory of RBF networks and applications is given at the beginning.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
1999
Langue
anglais
ISBN 10 
9810237715
ISBN 13 
9789810237714
Reliure
Relié
Nombre de pages
232
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

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