Neural Networks and Simulation Methods

Author:   Wu
Publisher:   Taylor & Francis Inc
Volume:   87
ISBN:  

9780824791810


Pages:   456
Publication Date:   14 December 1993
Format:   Hardback
Availability:   Out of stock   Availability explained


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Neural Networks and Simulation Methods


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Overview

This work explains network dynamics, learning paradigms, and computational capabilities of feedforward, self-organization, and feedback neural network models-addressing specific problems such as data fusion and data modeling. It goes on to describe a neural network simulation software package - USTCNET and gives some segments of the program.

Full Product Details

Author:   Wu
Publisher:   Taylor & Francis Inc
Imprint:   Marcel Dekker Inc
Volume:   87
Dimensions:   Width: 21.00cm , Height: 2.60cm , Length: 28.00cm
Weight:   0.762kg
ISBN:  

9780824791810


ISBN 10:   0824791819
Pages:   456
Publication Date:   14 December 1993
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Out of Print
Availability:   Out of stock   Availability explained

Table of Contents

General concepts of pattern recognition; feedforward neural networks; feedforward neural networks for functional approximation; applications of feedforward neural networks; fuzzy neural networks; competitive learning and self-organization; adaptive self-organization; associative memory; optimization through neural networks.

Reviews

. . .very well written and organized. ---Neurocomputing


. . .very well written and organized. ---Neurocomputing


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