Science/Engineering Analysis and Applications of Artificial Neural Networks (013489832X)

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Science/Engineering Analysis and Applications of Artificial Neural Networks

Posted on 2010-03-16

Name:	Science/Engineering Analysis and Applications of Artificial Neural Networks
ASIN/ISBN:	013489832X
Language:	English
File size:	9 Mb
Publish Date:	June 14, 1995
ISBN:	013489832X
Pages:	368 pages
File Type:	PDF
File Size:	9 mb
Other Info:	Prentice Hall

Science/Engineering Analysis and Applications of Artificial Neural Networks

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Analysis and Applications of Artificial Neural Networks

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.

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