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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics) - Softcover
Synopsis
This text is a graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence, and the construction of a new generation of intelligent computers. The book is divided into four parts. The first part gives an account of the anatomy of the central nervous system, followed by a brief introduction to neurophysiology. The second part is devoted to the dynamics of neuronal states, and demonstrates how very simple models may stimulate associative memory. The third part of the book discusses models of learning, including detailed discussions on the limits of memory storage, methods of learning and their associated models, associativity, and error correction. The final section of the book reviews possible applications of neural networks in artificial intelligence, expert systems, optimization problems, and the construction of actual neuronal supercomputers, with the potential for one-hundred fold increase in speed over contemporary serial machines.
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This text is a beginning graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence and the construction of a new generation of intelligent computers.
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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay)
Published by
Cambridge University Press, 1992
ISBN 10: 0521424879
ISBN 13: 9780521424875
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Intro to Modeling Neural Networks: 0002 (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)
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ISBN 10: 0521424879
ISBN 13: 9780521424875
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An Introduction to the Modeling of Neural Networks (Collection Alea - Saclay: Monographs in Statistical Physics),
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ISBN 10: 0521424879
ISBN 13: 9780521424875
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Intro to Modeling Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)
Published by
Cambridge University Press, 1992
ISBN 10: 0521424879
ISBN 13: 9780521424875
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Intro to Modeling Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)
Published by
Cambridge University Press, 1992
ISBN 10: 0521424879
ISBN 13: 9780521424875
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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)
Published by
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ISBN 10: 0521424879
ISBN 13: 9780521424875
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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)
Published by
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ISBN 10: 0521424879
ISBN 13: 9780521424875
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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)
Published by
Cambridge University Press, 1992
ISBN 10: 0521424879
ISBN 13: 9780521424875
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An Introduction to the Modeling of Neural Networks (Paperback)
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Cambridge University Press, Cambridge, 1992
ISBN 10: 0521424879
ISBN 13: 9780521424875
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Paperback. Condition: new. Paperback. This text is a graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence, and the construction of a new generation of intelligent computers. The book is divided into four parts. The first part gives an account of the anatomy of the central nervous system, followed by a brief introduction to neurophysiology. The second part is devoted to the dynamics of neuronal states, and demonstrates how very simple models may stimulate associative memory. The third part of the book discusses models of learning, including detailed discussions on the limits of memory storage, methods of learning and their associated models, associativity, and error correction. The final section of the book reviews possible applications of neural networks in artificial intelligence, expert systems, optimization problems, and the construction of actual neuronal supercomputers, with the potential for one-hundred fold increase in speed over contemporary serial machines. This text is a beginning graduate-level introduction to neural networks, focussing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence and the construction of a new generation of intelligent computers. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780521424875
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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)
Published by
Cambridge University Press, 1992
ISBN 10: 0521424879
ISBN 13: 9780521424875
New
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