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Science/Engineering Neural Networks Analysis and Design

Posted on 2010-03-16




Name:Science/Engineering Neural Networks Analysis and Design
ASIN/ISBN:013489832X
Language:English
File size:4.4 Mb
Publish Date: 1995-06-14
ISBN: 013489832X
Pages: 368 Pages
File Size: 4.4 MB
Other Info: Prentice Hall; DJVU
   Science/Engineering Neural Networks Analysis and Design

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L. P. J. Veelenturf " Neural Networks Analysis and Design "

& 8220;Thorough, compact, and self-contained, this explanation and analysis of a broad range of neural nets is conveniently structured so that readers can first gain a quick global understanding of neural nets -- without the mathematics -- and can then delve into mathematical specifics as necessary. The behavior of neural nets is first explained from an intuitive perspective; the formal analysis is then presented; and the practical implications of the formal analysis are stated separately. Analyzes the behavior of the six main types of neural networks -- The Binary Perceptron, The Continuous Perceptron (Multi-Layer Perceptron), The Bidirectional Memories, The Hopfield Network (Associative Neural Nets), The Self-Organizing Neural Network of Kohonen, and the new Time Sequentional Neural Network. For technically-oriented individuals working with information retrieval, pattern recognition, speech recognition, signal processing, data classification.& 8221;

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