This historical account of the care of insanity outside formal instruction explores key issues relating to the social history of madness from 1750 to the present day. These include women and the social construciton of madness, the boarding out of lunatics by poor law authorities, familial care and treatment of the insane and the practice of mental healing by general practitioners.

This important work describes recent theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised learning problems, and addresses the key statistical and computational questions. Chapters survey research on pattern classification with binary-output networks, including a discussion of the relevance of the Vapnik Chervonenkis dimension, and of estimates of the dimension for several neural network models. In addition, Anthony and Bartlett develop a model of classification by real-output networks, and demonstrate the usefulness of classification...