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Graphical Models Foundations of Neural Computation
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Graphical Models Foundations of Neural Computation Paperback - 2001

by Michael I. Jordan (Editor); Terrence J. Sejnowski (Editor); Tomaso A. Poggio (Editor)

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Reader reviews for Graphical Models Foundations of Neural Computation

From the publisher

This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithm and architectures. The selections range from foundational papers of historical importance to results at the cutting edge of research.Graphical models use graphs to represent and manipulate joint probability distributions. They have their roots in artificial intelligence, statistics, and neural networks. The clean mathematical formalism of the graphical models framework makes it possible to understand a wide variety of network-based approaches to computation, and in particular to understand many neural network algorithms and architectures as instances of a broader probabilistic methodology. It also makes it possible to identify novel features of neural network algorithms and architectures and to extend them to more general graphical models.This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithms and architectures. The selections range from foundational papers of historical importance to results at the cutting edge of research.ContributorsH. Attias, C. M. Bishop, B. J. Frey, Z. Ghahramani, D. Heckerman, G. E. Hinton, R. Hofmann, R. A. Jacobs, Michael I. Jordan, H. J. Kappen, A. Krogh, R. Neal, S. K. Riis, F. B. Rodrguez, L. K. Saul, Terrence J. Sejnowski, P. Smyth, M. E. Tipping, V. Tresp, Y. Weiss

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Details

  • Title Graphical Models Foundations of Neural Computation
  • Author Michael I. Jordan (Editor); Terrence J. Sejnowski (Editor); Tomaso A. Poggio (Editor)
  • Binding Paperback
  • Edition First edition
  • Pages 435
  • Volumes 1
  • Language ENG
  • Publisher MIT Press (MA), Cambridge, Massachusetts, U.S.A.
  • Publication date September 1, 2001
  • Illustrated Yes
  • ISBN 9780262600422 / 0262600420
  • Weight 1.31 lbs (0.59 kg)
  • Dimensions 9.02 x 6.02 x 0.88 in (22.91 x 15.29 x 2.24 cm)
  • Age range 18 to UP years
  • Grade levels 13 - UP
  • Category Computers - General Information
  • Library of Congress subjects Computer graphics, Neural networks (Computer science)
  • Library of Congress Catalogue Number 2001030212
  • Dewey Decimal Code 006.32

About the author

Michael I. Jordan is Professor of Computer Science and of Statistics at the University of California, Berkeley, and recipient of the ACM/AAAI Allen Newell Award.

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Graphical Models: Foundations of Neural Computation (Computational Neuroscience)
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Graphical Models: Foundations of Neural Computation (Computational Neuroscience)

by Jordan, Michael I

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MIT Press (MA), 2001-09-01. First Edition. paperback. Used: Good. 6.00x1.01x9.00. Buy with confidence. Excellent Customer Service & Return policy.
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Graphical Models: Foundations of Neural Computation (Computational Neuroscience)
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Graphical Models: Foundations of Neural Computation (Computational Neuroscience)

by Jordan, Michael I

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9780262600422 / 0262600420
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MIT Press (MA), 2001-09-01. First Edition. paperback. New. 6.00x1.01x9.00. Buy with confidence. Excellent Customer Service & Return policy.
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Graphical Models: Foundations of Neural Computation (Computational Neuroscience)
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Graphical Models: Foundations of Neural Computation (Computational Neuroscience)

by Jordan, Michael I

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ISBN 10 / ISBN 13
9780262600422 / 0262600420
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MIT Press. paperback. Good. 6x1.1x9.1. Buy with confidence. Excellent Customer Service & Return policy.
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Graphical Models – Foundations of Neural Computation
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Graphical Models – Foundations of Neural Computation

by Jordan, Michael Irwin (Editor)/ Sejnowski, Terrence J. (Editor)

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Bradford Books, 2001. Paperback. New. 421 pages. 9.00x6.00x1.00 inches.
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Graphical Models: Foundations of Neural Computation (Computational Neuroscience)
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Graphical Models: Foundations of Neural Computation (Computational Neuroscience)

by Jordan, Michael I. [Editor]; Sejnowski, Terrence J. [Editor]; Poggio, Tomaso A. [Editor];

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ISBN 10 / ISBN 13
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A$8.60 Delivery to USA

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A Bradford Book, 2001-09-01. Paperback. New. New. In shrink wrap. Looks like an interesting title!
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A$125.13
A$8.60 Delivery to USA