Verwandte Artikel zu Radial Basis Function Neural Networks With Sequential...

Radial Basis Function Neural Networks With Sequential Learning: Mran and Its Applications (Progress in Neural Processing, 11, Band 11) - Hardcover

Sundararajan, N.; Lu, Ying Wei

 
9789810237714: Radial Basis Function Neural Networks With Sequential Learning: Mran and Its Applications (Progress in Neural Processing, 11, Band 11)
Hardcover
ISBN 10: 9810237715 ISBN 13: 9789810237714
Verlag: World Scientific Publishing Co Pte Ltd, 1999

Inhaltsangabe

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.

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Verlag
World Scientific Publishing Co Pte Ltd
Erscheinungsdatum
1999
Sprache
Englisch
ISBN 10 
9810237715
ISBN 13 
9789810237714
Einband
Gebundene Ausgabe
Anzahl der Seiten
260
Herausgeber
Saratchandran P., Wei Lu Ying
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchpark GmbH
gpsr@buchpark.de

Krügerweg 1
Trebbin
Brandenburg
14959
Deutschland