Foundations of Wavelet Networks and Applications - Hardcover

Iyengar, S. Sitharama; Phoha, V.V.

 
9781584882749: Foundations of Wavelet Networks and Applications
Hardcover
ISBN 10: 1584882743 ISBN 13: 9781584882749
Publisher: Chapman and Hall/CRC, 2002

Synopsis

Traditionally, neural networks and wavelet theory have been two separate disciplines, taught separately and practiced separately. In recent years the offspring of wavelet theory and neural networks-wavelet networks-have emerged and grown vigorously both in research and applications. Yet the material needed to learn or teach wavelet networks has remained scattered in various research monographs. Foundations of Wavelet Networks and Applications unites these two fields in a comprehensive, integrated presentation of wavelets and neural networks. It begins by building a foundation, including the necessary mathematics. A transitional chapter on recurrent learning then leads to an in-depth look at wavelet networks in practice, examining important applications that include using wavelets as stock market trading advisors, as classifiers in electroencephalographic drug detection, and as predictors of chaotic time series. The final chapter explores concept learning and approximation by wavelet networks. The potential of wavelet networks in engineering, economics, and social science applications is rich and still growing. Foundations of Wavelet Networks and Applications prepares and inspires its readers not only to help ensure that potential is achieved, but also to open new frontiers in research and applications.

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About the Author

S. Sitharama Iyengar, S. Sitharama Iyengar, V.V. Phoha

"About this title" may belong to another edition of this title.

Publisher
Chapman and Hall/CRC
Publication date
2002
Language
English
ISBN 10 
1584882743
ISBN 13 
9781584882749
Binding
Hardcover
Edition number
1
Number of pages
284