Signal and Image Processing with Neural Networks: A C++ Sourcebook
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Language: English
Published by Wiley, 1994
- Softcover
- Used
Softcover
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- Title
- Signal and Image Processing with Neural Networks: A C++ Sourcebook
- Author
- Masters, Timothy
- Publisher
- Wiley
- Publication year
- 1994
- Condition
- Good
- Binding
- paperback
- Language
- English
- ISBN 10
- 0471049638
- ISBN 13
- 9780471049630
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.
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