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Radial Basis Function Networks 1

Recent Developments in Theory and Applications

Language EnglishEnglish
Book Paperback
Book Radial Basis Function Networks 1 Lakhmi C. Jain
Libristo code: 01738148
The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of... Full description
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The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of its rapid training and its desirable properties in classification and functional approximation applications. RBF network research has focused on enhanced training algorithms and variations on the basic architecture to improve the performance of the network. In addition, the RBF network is proving to be a valuable tool in a diverse range of application areas, for example, robotics, biomedical engineering, and the financial sector. The two volumes provide a comprehensive survey of the latest developments in this area. Volume 1 covers advances in training algorithms, variations on the architecture and function of the basis neurons, and hybrid paradigms, for example RBF learning using genetic algorithms. Both volumes will prove extremely useful to practitioners in the field, engineers, researchers and technically accomplished managers.

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About the book

Full name Radial Basis Function Networks 1
Language English
Binding Book - Paperback
Date of issue 2010
Number of pages 318
EAN 9783790824827
ISBN 3790824828
Libristo code 01738148
Weight 516
Dimensions 155 x 235 x 19
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