An Introduction to Neural Networks

by Kevin Gurney

Book Overview

Though mathematical ideas underpin the study of neural networks, the author presents the fundamentals without the full mathematical apparatus. All aspects of the field are tackled, including artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods, including back-propagation; associative memory and Hopfield nets; and self-organization and feature maps. The traditionally difficult...

• Format: Paperback
• Language: English
• ISBN: 1857285034
• ISBN13: 9781857285031
• Release Date: August 1997
• Publisher: CRC Press
• Length: 246 Pages
• Weight: 0.88 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"