Neural Networks and Fuzzy Systems: A Dynamical Approach to Machine Intelligence

Kosko, Bart

ISBN 10: 0136123341 / ISBN 13: 9780136123347

Published by PEARSON DISTRIBUCIÓN, 1991

About this Item

Zustand: Gut | Sprache: Englisch | Produktart: Bücher.

Seller Inventory # 42954826/203

Bibliographic Details

• Title: Neural Networks and Fuzzy Systems: A Dynamical Approach to Machine Intelligence
• Publisher: PEARSON DISTRIBUCIÓN
• Publication Date: 1991
• Language: English
• ISBN 10: 0136123341
• ISBN 13: 9780136123347
• Binding: Soft cover
• Condition: Gut

About this title

Synopsis

This work combines neural networks and fuzzy systems, presenting neural networks as trainable dynamical systems and developing mechanisms and principles of adaption, self-organization, convergence and global stability. It includes the new geometric theory of fuzzy sets, systems and associated memories, and shows how to apply fuzzy set theory to adaptive control and how to generate structured fuzzy systems with unsupervised neural techniques.