Neural Networks and Simulation Methods: 1st Edition (Hardback) book cover

Neural Networks and Simulation Methods

1st Edition

By Wu

CRC Press

456 pages

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Hardback: 9780824791810
pub: 1993-12-14
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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.


". . .very well written and organized. "


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.

About the Series

Electrical and Computer Engineering

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Subject Categories

BISAC Subject Codes/Headings:
COMPUTERS / Networking / General