Applied Neural Networks for Signal Processing by Fa-Long LuoApplied Neural Networks for Signal Processing by Fa-Long Luo

Applied Neural Networks for Signal Processing

byFa-Long Luo, Rolf Unbehauen

Paperback | January 13, 1999

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The use of neural networks in signal processing is becoming increasingly widespread, with applications in many areas. Applied Neural Networks for Signal Processing is the first book to provide a comprehensive introduction to this broad field. It begins by covering the basic principles and models of neural networks in signal processing. The authors then discuss a number of powerful algorithms and architectures for a range of important problems, and describe practical implementation procedures. A key feature of the book is that many carefully designed simulation examples are included to help guide the reader in the development of systems for new applications. The book will be an invaluable reference for scientists and engineers working in communications, control or any other field related to signal processing. It can also be used as a textbook for graduate courses in electrical engineering and computer science.
Title:Applied Neural Networks for Signal ProcessingFormat:PaperbackDimensions:382 pages, 9.96 × 6.97 × 0.94 inPublished:January 13, 1999Publisher:Cambridge University PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0521644003

ISBN - 13:9780521644006


Table of Contents

1. Fundamental models of neural networks for signal processing; 2. Neural networks for filtering; 3. Neural networks for spectral estimation; 4. Neural networks for signal detection; 5. Neural networks for signal reconstruction; 6. Neural networks for adaptive extraction of principal and minor components; 7. Neural networks for array signal processing; 8. Neural networks for system identification; 9. Neural networks for signal compression.

Editorial Reviews

"In this book, Luo and Unbehauen do an excellent job of demystifying most aspects of neural networks...Luo and Unbehauen are also to be commended on the breadth of different neural networks topics covered by the book...the authors have done a remarkable job of condensing and organizing the material...In short, if you need to understand how neural networks can help in signal processing problems, this book is a must." SIAM Review