Models of Neural Networks I I

One of the great intellectual challenges for the next few decades is the question of brain organization. 10 The human brain is said to have roughly 10 neurons connected through about 14 10 synapses. The most significant parallel between biological brains and many physical systems is that both are made of many tightly interacting components.

This collection of articles responds to the urgent need for timely and comprehensive reviews in a multidisciplinary, rapidly developing field of research. The book starts out with an extensive introduction to the ideas used in the subsequent chapters, which are all centered around the theme of collective phenomena in neural netwerks: dynamics and storage capacity of networks of formal neurons with symmetric or asymmetric couplings, learning algorithms, temporal association, structured data (software), and structured nets (hardware). The style and level of this book make it particularly useful for advanced students and researchers looking for an accessible survey of today's theory of neural networks.