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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Titolo: Neural Networks and Fuzzy Systems: A ...

Casa editrice: Prentice Hall

Data di pubblicazione: 1991

Legatura: Hardcover

Condizione: new

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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