Radial Basis Function Neural Networks With Sequential Learning: Mran and Its Applications: 11 - Rilegato

Sundararajan, N.; Lu, Ying Wei

Rilegato

ISBN 10: 9810237715 ISBN 13: 9789810237714

Casa editrice: World Scientific Pub Co Inc, 1999

Riassunto

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.

Dettagli dell?edizione

• Editore: World Scientific Pub Co Inc
• Data di pubblicazione: 1999
• Lingua: Inglese
• ISBN 10: 9810237715
• ISBN 13: 9789810237714
• Rilegatura: Copertina rigida
• Numero di pagine: 260
• Redattore: Saratchandran P., Wei Lu Ying
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile