For any research field to have a lasting impact, there must be a firm theoretical foundation. Neural networks research is no exception. Some of the founda tiona

Presenting research on the computational abilities of connectionist, neural, and neurally inspired systems, this series emphasizes the question of how connectio

This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learn

This work explores probabilistic models of supervised learning problems and addresses the key statistical and computational questions. Chapters survey research

The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple asse