Research Catalog

Neural networks and simulation methods

Title
Neural networks and simulation methods / Jian-Kang Wu.
Author
Wu, Jian-Kang, 1947-
Publication
New York : M. Dekker, ©1994.

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StatusFormatAccessCall NumberItem Location
Book/TextUse in library QA76.87 .W8 1994Off-site

Details

Description
xiv, 431 pages : illustrations; 24 cm.
Summary
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.
Series Statement
Electrical engineering and electronics ; 87
Uniform Title
Electrical engineering and electronics ; 87.
Subject
  • Neural networks (Computer science)
  • Computer simulation
  • Neural Networks, Computer
  • Computer Simulation
  • simulation
  • Neuronales Netz
  • Simulation
  • Neurale netwerken
  • Computersimulaties
  • Neural nets
  • Computer networks
  • Computerized simulation
  • Réseaux neuronaux (informatique)
  • Simulation par ordinateur
Bibliography (note)
  • Includes bibliographical references and index.
Contents
Introduction -- 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
ISBN
  • 0824791819
  • 9780824791810
LCCN
93038085
OCLC
  • ocm29031660
  • 29031660
  • SCSB-2015792
Owning Institutions
Princeton University Library