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

Kosko, Bart

ISBN 10: 0136114350 / ISBN 13: 9780136114352

Editore: Prentice Hall, 1991

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Dati bibliografici

• Titolo: Neural Networks and Fuzzy Systems: A Dynamical Systems Approach to Machine Intelligence/Book and Disk
• Editore: Prentice Hall
• Data di pubblicazione: 1991
• Lingua: Inglese
• ISBN 10: 0136114350
• ISBN 13: 9780136114352
• Rilegatura: Hardcover
• Condizione: new

Descrizione articolo

Riassunto

Combining neural networks and fuzzy systems, this presents neural networks as trainable dynamical systems and develops mechanisms and principles of adaption, self-organization, covergence and global stability. It also includes the new geometric theory of fuzzy sets, systems and associative memories. Kosko shows how to apply fuzzy theory to adaptive control and how to generate structured fuzzy systems with unsupervised neural techniques. The book is designed to be appropriate for courses in engineering, computer science, mathematics, psychology and biology. Neural, fuzzy and neural-fuzzy IBM PC software is included.

Product Description

Book by Kosko Bart