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1st Edition

Neural Networks and Simulation Methods

By

Wu



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ISBN 9780824791810
Published December 14, 1993 by CRC Press
456 Pages

 
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Book Description

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.

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.

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Reviews

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