Statistical Mechanics of Learning

by Avner Engel and C. Van den Broeck

Book Overview

Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another dimension as we try to build machines that are able to learn and to undertake tasks such as datamining, image processing and pattern recognition. We can formulate a simple framework, artificial neural networks, in which learning from examples may be described and understood. The contribution...

• Format: Paperback
• Language: English
• ISBN: 0521774799
• ISBN13: 9780521774796
• Release Date: May 2010
• Publisher: Cambridge University Press
• Length: 344 Pages
• Weight: 1.53 lbs.
• Dimensions: 0.6" x 7.0" x 9.6"