An Information-Theoretic Approach to Neural Computing

by Gustavo Deco and Dragan Obradovic

Book Overview

Neural networks provide a powerful new technology to model and control nonlinear and complex systems. In this book, the authors present a detailed formulation of neural networks from the information-theoretic viewpoint. They show how this perspective provides new insights into the design theory of neural networks. In particular they show how these methods may be applied to the topics of supervised and unsupervised learning including feature extraction,...

• Format: Hardcover
• Language: English
• ISBN: 0387946667
• ISBN13: 9780387946665
• Release Date: February 1996
• Publisher: Springer
• Length: 262 Pages
• Weight: 1.27 lbs.
• Dimensions: 0.8" x 6.4" x 9.6"