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

Kosko, Bart

ISBN 10: 0136123341 / ISBN 13: 9780136123347

Editore: PEARSON DISTRIBUCIÓN, 1991

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Zustand: Gut | Seiten: 224 | Sprache: Englisch | Produktart: Bücher.

Codice articolo 42954826/203

Dati bibliografici

• Titolo: Neural Networks and Fuzzy Systems: A Dynamical Approach to Machine Intelligence
• Editore: PEARSON DISTRIBUCIÓN
• Data di pubblicazione: 1991
• Lingua: Inglese
• ISBN 10: 0136123341
• ISBN 13: 9780136123347
• Rilegatura: Brossura
• Condizione: Gut
• Cataloghi dei venditori:
  • Bücher

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Riassunto

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.