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Radial Basis Function Neural Networks With Sequential Learning, Progress In Neural Processing
Language
English
English
Book
Hardback
A presentation of the sequential learning algorithm for radial basis function neural networks, which...
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Libristo code: 05066242
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A presentation of the 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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About the book
Full name
Radial Basis Function Neural Networks With Sequential Learning, Progress In Neural Processing
Author
N. Sundararajan, etc., P. Saratchandran, Lu Ying Wei
Language
English
English
Binding
Book - Hardback
Date of issue
1999
Number of pages
232
EAN
9789810237714
ISBN
9810237715
Libristo code
05066242
Publishers
World Scientific Publishing Co Pte Ltd
Weight
18
Dimensions
152 x 229
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