Graphical Models Foundations of Neural Computation

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

ISBN 10: 0262600420 / ISBN 13: 9780262600422

Published by Bradford Books, 2001

About this Item

421 pages. 9.00x6.00x1.00 inches. In Stock.

Seller Inventory # zk0262600420

Bibliographic Details

• Title: Graphical Models Foundations of Neural Computation
• Publisher: Bradford Books
• Publication Date: 2001
• Language: English
• ISBN 10: 0262600420
• ISBN 13: 9780262600422
• Binding: Paperback
• Condition: Brand New

About this title

Synopsis

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.

About the Authors

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.

Terrence J. Sejnowski holds the Francis Crick Chair at the Salk Institute for Biological Studies and is a Distinguished Professor at the University of California, San Diego. He was a member of the advisory committee for the Obama administration's BRAIN initiative and is President of the Neural Information Processing (NIPS) Foundation. He has published twelve books, including (with Patricia Churchland) The Computational Brain (25th Anniversary Edition, MIT Press).

Tomaso A. Poggio is Eugene McDermott Professor in the Department of Brain and Cognitive Sciences at MIT, where he is also Director of the Center for Brains, Minds, and Machines and Codirector of the Center for Biological and Computational Learning. He is coeditor of Perceptual Learning (MIT Press).