An Introduction to Neural Networks

An Introduction to Neural Networks

Although mathematical ideas underpin the study of neural networks, this book presents the fundamentals without the full mathematical apparatus. The author tackles virtually all aspects of the field, including artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods; associative memory and Hopfield nets; and self-organization and feature maps.

Use the following url to access the free ebook An Introduction to Neural Networks .
http://www.shef.ac.uk/psychology/gurney/notes/