Signal and Image Processing with Neural Networks: A C++ Sourcebook

Masters, Timothy

ISBN 10: 0471049638 / ISBN 13: 9780471049630

Published by Wiley, 1994

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Bibliographic Details

• Title: Signal and Image Processing with Neural Networks: A C++ Sourcebook
• Publisher: Wiley
• Publication Date: 1994
• Language: English
• ISBN 10: 0471049638
• ISBN 13: 9780471049630
• Binding: Paperback
• Condition: new

About this title

Synopsis

Demonstrates how neural networks can be used to aid in the solution of digital signal processing (DSP) or imaging problems. A large section is devoted to the design and training of complex-domain multiple-layer feedforward networks (MLFNs)—all essential equations are presented and justified. Reviews the most popular signal- and image-processing algorithms, emphasizing those that are particularly suitable for union to complex-domain neural networks. Features a wide variety of problems for which complex-domain networks significantly outperform their real-domain counterparts. The accompanying disk includes complete source code for algorithms discussed with full source for program examples.