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RADIAL BASIS FUNCTION NEURAL NETWORKS WITH SEQUENTIAL LEARNING, PROGRESS IN NEURAL PROCESSING (Progress in Neural Processing, 11) - Hardcover
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.
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Radial Basis Function Neural Networks With Sequential Learning: Mran and Its Applications (Progress in Neural Processing, 11)
Published by
World Scientific Pub Co Inc, 1999
ISBN 10: 9810237715
ISBN 13: 9789810237714
Used
Hardcover
Seller: Mispah books, Redhill, SURRE, United Kingdom
Seller rating 4 out of 5 stars
Hardcover. Condition: Very Good. Very Good. book. Seller Inventory # ERICA82998102377156
Quantity: 1 available
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Radial Basis Function Neural Networks With Sequential Learning, Progress In Neural Processing
Published by
World Scientific Publishing Co Pte Ltd, 1999
ISBN 10: 9810237715
ISBN 13: 9789810237714
Used
Hardcover
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Sehr gut. Zustand: Sehr gut | Seiten: 232 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 1241751/2
Quantity: 1 available