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Intelligent Signal Processing (Hardcover)

~ (Editor), Bart Kosko (Editor) "Humanistic Intelligence (HI) is proposed as a new signal processing framework in which the processing apparatus is inextricably intertwined with the natural capabilities of our..." (more)
Key Phrases: New York, Physical Review, Neural Computation (more...)

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Editorial Reviews

Product Description

"IEEE Press is proud to present the first selected reprint volume devoted to the new field of intelligent signal processing (ISP). ISP differs fundamentally from the classical approach to statistical signal processing in that the input-output behavior of a complex system is modeled by using “intelligent” or “model-free” techniques, rather than relying on the shortcomings of a mathematical model. Information is extracted from incoming signal and noise data, making few assumptions about the statistical structure of signals and their environment.

Intelligent Signal Processing explores how ISP tools address the problems of practical neural systems, new signal data, and blind fuzzy approximators. The editors have compiled 20 articles written by prominent researchers covering 15 diverse, practical applications of this nascent topic, exposing the reader to the signal processing power of learning and adaptive systems.

This essential reference is intended for researchers, professional engineers, and scientists working in statistical signal processing and its applications in various fields such as humanistic intelligence, stochastic resonance, financial markets, optimization, pattern recognition, signal detection, speech processing, and sensor fusion. Intelligent Signal Processing is also invaluable for graduate students and academics with a background in computer science, computer engineering, or electrical engineering.

About the Editors

Simon Haykin is the founding director of the Communications Research Laboratory at McMaster University, Hamilton, Ontario, Canada, where he serves as university professor. His research interests include nonlinear dynamics, neural networks and adaptive filters and their applications in radar and communications systems. Dr. Haykin is the editor for a series of books on “Adaptive and Learning Systems for Signal Processing, Communications and Control” (Publisher) and is both an IEEE Fellow and Fellow of the Royal Society of Canada.

Bart Kosko is a past director of the University of Southern Californias (USC) Signal and Image Processing Institute. He has authored several books, including Neural Networks and Fuzzy Systems, Neural Networks for Signal Processing (Publisher, copyright date) and Fuzzy Thinking (Publisher, copyright date), as well as the novel Nanotime (Publisher, copyright date). Dr. Kosko is an elected governor of the International Neural Network Society and has chaired many neural and fuzzy system conferences. Currently, he is associate professor of electrical engineering at USC."

From the Back Cover

IEEE Press is proud to present the first selected reprint volume devoted to the new field of intelligent signal processing (ISP). ISP differs fundamentally from the classical approach to statistical signal processing in that it models the input-out-put behavior of a complex system by using "intelligent" or "model-free" techniques rather than relying on the shortcomings of a mathematical model. ISP systems extract information from incoming signal and noise data and makes few assumptions about the statistical structure of signals and their environment. Intelligent Signal Processing explores how ISP tools address the problems of practical neural systems, new signal data, and blind fuzzy approximators. The editors have compiled 20 articles written by prominent researchers covering diverse practical applications of this nascent topic, exposing the reader to the signal processing power of learning and adaptive systems. This essential reference is intended for researchers, professional engineers, and scientists working in statistical signal processing and its applications in various fields such as humanistic intelligence, stochastic resonance, financial markets, noise processing optimization, pattern recognition, signal detection, speech processing, and sensor fusion. Intelligent Signal Processing is also invaluable for graduate students and academics with a background in computer science, computer engineering, or electrical engineering.

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Product Details

Hardcover: 608 pages
Publisher: Wiley-IEEE Press; 1 edition (January 1, 2001)
Language: English
ISBN-10: 0780360109
ISBN-13: 978-0780360105
Product Dimensions: 11.4 x 8.8 x 1.4 inches
Shipping Weight: 3.9 pounds (View shipping rates and policies)
Average Customer Review: No customer reviews yet. Be the first.
Amazon.com Sales Rank: #1,923,218 in Books (See Bestsellers in Books)
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Inside This Book (learn more)

First Sentence:
Humanistic Intelligence (HI) is proposed as a new signal processing framework in which the processing apparatus is inextricably intertwined with the natural capabilities of our human body and mind. Read the first page

Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Physical Review, Neural Computation, Neural Information Processing Systems, John Wiley, Morgan Kaufmann, Physics Letters, Prentice Hall, Steve Mann, San Mateo, San Diego, International Joint Conference, Kluwer Academic Publishers, Machine Intell, Acoustics Speech Signal Proc, Journal of Physics, Comprehensive Foundation, Englewood Cliffs, Massachusetts Institute of Technology, Speech Audio Proc, After Wiener, Cambridge University Press, German Mark, Journal of Statistical Physics, New Jersey

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Citations (learn more)

This book cites 83 books:

Pattern Classification (2nd Edition) by Richard O. Duda on 5 pages
Pattern Classification and Scene Analysis by Richard O. Duda on 4 pages
Neural Networks: A Comprehensive Foundation (2nd Edition) by Simon Haykin on 4 pages
Advances in Neural Information Processing Systems 12 by Sara A. Solla on 4 pages
Statistical Signal Processing by Louis Scharf on page 51, page 65, and page 66

See all 83 books this book cites

12 books cite this book:

Neural Networks for Intelligent Signal Processing (Series on Innovative Intelligence, Vol. 4) by Anthony Zaknich on 4 pages
Heaven in a Chip: Fuzzy Visions of Society and Science in the Digital Age by Bart Kosko in Front Matter, and Back Matter
Adaptive Radar Signal Processing by Simon Haykin on page 91
Handbook of Neural Network Signal Processing (Electrical Engineering & Applied Signal Processing) by Yu Hen Hu on page 166
Electronic Portable Instruments: Design and Applications by Halit Eren in Index

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Books on Related Topics (learn more)

Intelligent Image Processing by Steve Mann

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	53% buy the item featured on this page: Intelligent Signal Processing $169.95
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