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.T he 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.
Product Identifiers
Publisher
Taylor & Francis Inc
ISBN-13
9781584882749
eBay Product ID (ePID)
95385292
Product Key Features
Author
S. Sitharama Iyengar, V.V. Phoha
Publication Name
Foundations of Wavelet Networks and Applications
Format
Hardcover
Language
English
Subject
Mathematics
Publication Year
2002
Type
Textbook
Number of Pages
288 Pages
Dimensions
Item Height
234mm
Item Width
156mm
Item Weight
522g
Additional Product Features
Title_Author
V.V. Phoha, S. Sitharama Iyengar
Country/Region of Manufacture
United States
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