Author : Ying Wei Lu
Publisher : World Scientific
ISBN 13 : 9814495271
Total Pages : 231 pages
Book Rating : 4.8/5 (144 download)
Book Synopsis Radial Basis Function Neural Networks With Sequential Learning, Progress In Neural Processing by : Ying Wei Lu
Download or read book Radial Basis Function Neural Networks With Sequential Learning, Progress In Neural Processing written by Ying Wei Lu and published by World Scientific. This book was released on 1999-10-04 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.