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

Kosko, Bart

 
9780136114352: Neural Networks and Fuzzy Systems: A Dynamical Approach to Machine Intelligence
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ISBN 10: 0136114350 ISBN 13: 9780136114352
Publisher: Prentice-Hall, 1991
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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.

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  • PublisherPrentice-Hall
  • Publication date1991
  • ISBN 10 0136114350
  • ISBN 13 9780136114352
  • BindingHardcover
  • Number of pages224
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9788120308688: Neural Networks and Fuzzy Systems: A Dynamical Systems Approach to Machine Intelligence

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