Statistical Mechanics Of Learning
Download and Read Statistical Mechanics Of Learning full books in PDF, ePUB, and Kindle. Read online free Statistical Mechanics Of Learning ebook anywhere anytime directly on your device. We cannot guarantee that every ebooks is available!
Statistical Mechanics of Learning
Author | : A. Engel |
Publisher | : Cambridge University Press |
Total Pages | : 346 |
Release | : 2001-03-29 |
Genre | : Computers |
ISBN | : 9780521774796 |
Download Statistical Mechanics of Learning Book in PDF, Epub and Kindle
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 to this subject made over the last decade by researchers applying the techniques of statistical mechanics is the subject of this book. The authors provide a coherent account of various important concepts and techniques that are currently only found scattered in papers, supplement this with background material in mathematics and physics and include many examples and exercises to make a book that can be used with courses, or for self-teaching, or as a handy reference.
Statistical Mechanics of Learning Related Books
Pages: 346
Pages: 342
Pages: 542
Pages: 305
Pages: 302