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

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

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Overview

Signal and Image Processing with Neural Networks: A C++ SourceBook by Timothy Masters

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.

Product Details

ISBN-13: 9780471049630
Publisher: Wiley
Publication date: 07/11/1994
Pages: 417
Product dimensions: 7.44(w) x 9.17(h) x 0.91(d)

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