Graphical Models Foundations of Neural Computation

by Terrence J. Sejnowski

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...

• Format: Paperback
• Language: English
• ISBN: 0262600420
• ISBN13: 9780262600422
• Release Date: September 2001
• Publisher: MIT Press (MA)
• Length: 435 Pages
• Weight: 0.10 lbs.
• Dimensions: 0.9" x 6.0" x 9.0"
• Age Range: 18 years and up
• Grade Range: Postsecondary and higher