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An Introduction to the Modeling of Neural Networks
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An Introduction to the Modeling of Neural Networks Hardcover - 1992

by Pierre Peretto


From the publisher

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.

Details

  • Title An Introduction to the Modeling of Neural Networks
  • Author Pierre Peretto
  • Binding Hardcover
  • Pages 492
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press
  • Date 1992-10-29
  • ISBN 9780521414517 / 0521414512
  • Weight 1.96 lbs (0.89 kg)
  • Dimensions 9 x 6 x 1.25 in (22.86 x 15.24 x 3.18 cm)
  • Library of Congress subjects Neural circuitry, Neural networks (Computer science)
  • Library of Congress Catalog Number 93110533
  • Dewey Decimal Code 612.82
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An Introduction to the Modeling of Neural Networks
Stock Photo: Cover May Be Different

An Introduction to the Modeling of Neural Networks

by Pierre Peretto

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ISBN 13
9780521414517
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0521414512
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Hardback. New. 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.
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£146.21
£9.95 shipping to USA
An Introduction to the Modeling of Neural Networks

An Introduction to the Modeling of Neural Networks

by Pierre Peretto

  • New
  • Hardcover
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New
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Hardcover
ISBN 13
9780521414517
ISBN 10
0521414512
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Hardback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; 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, art
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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts...
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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics)

by Peretto, Pierre

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New
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Hardcover
ISBN 13
9780521414517
ISBN 10
0521414512
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San Diego, California, United States
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Cambridge University Press, 1992-11-27. Hardcover. New. New. In shrink wrap. Looks like an interesting title!
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£148.38
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