Neural Networks and Simulation Methods

1. Auflage 1993
ISBN: 978-0-8247-9181-0
Verlag: CRC Press

Buch, Englisch, Band 87, 456 Seiten, Format (B × H): 159 mm x 233 mm, Gewicht: 753 g

Reihe: Electrical and Computer Engineering

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.

Autoren/Hrsg.

Wu

Fachgebiete

• Mathematik | Informatik EDV | Informatik Professionelle Anwendung Computersimulation & Modelle, 3-D Graphik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Fuzzy-Systeme

Inhaltsverzeichnis

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.