Foundations of Wavelet Networks and Applications
Editorial Reviews
Review
This book reviews both the theory of some kinds of wavelet networks and a number of applications … . The book is self-contained, as it contains both some mathematical preliminaries and a review of fundamentals about wavelets as well as neural networks. Moreover, at the end of each chapter it contains a number of exercises useful to help the reader to verify the degree of his/her understanding … . The book is highly recommended to all those looking for new methods in neural networks devoted to signal analysis.
- Mathematical Reviews, Issue 2005d
Book Description
Traditionally, neural networks and wavelet theory have been two separate disciplines, taught separately and practiced separately. Foundations of Wavelet Networks and Applications unites these two fields to provide a comprehensive, integrated presentation of wavelets and neural networks that forms a self-contained treatment of wavelet networks that requires minimal prerequisites. Focusing on establishing insight and understanding rather than rigorous mathematical foundations, it prepares and inspires readers not only to help ensure that the potential of wavelet networks is achieved, but also to open new frontiers in research and applications. Each chapter includes exercises.
Foundations of Wavelet Networks and Applications
Foundations of Wavelet Networks and Applications,S. Sitharama Iyengar,E.C. Cho,V.V. Phoha,Chapman & Hall/CRC,1584882743,Applied,Computer Books: General,Computer Engineering,Computers,Functional Analysis,Harmonic Analysis,Mathematical Analysis,Mathematics,Neural Computing,Neural Networks,Neural networks (Computer scie,Neural networks (Computer science),Wavelets (Mathematics),Calculus & mathematical analysis,Mathematics / Applied
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