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

Signal and Image Processing with Neural Networks: A C++ Sourcebook image
ISBN-10:

0471049638

ISBN-13:

9780471049630

Author(s): Masters, Timothy
Edition: 1
Released: Jul 25, 1994
Publisher: wiley
Format: Paperback, 417 pages
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Description:

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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