Graphical Models : Foundations of Neural Computation

Jordan, Michael I., Poggio, Tomaso A.

ISBN 10: 0262600420 / ISBN 13: 9780262600422

Edité par MIT Press, 2001

Former library book; may include library markings. Used book that is in clean, average condition without any missing pages. N° de réf. du vendeur 45737349-6

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.

À propos des auteurs: 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).

Détails bibliographiques

Titre : Graphical Models : Foundations of Neural ...
Éditeur : MIT Press
Date d'édition : 2001
Reliure : Couverture souple
Etat : Good
Edition : 1 Edition.