The Mind within the Net: Models of Learning, Thinking, and Acting

A highly readable, non-mathematical introduction to neural networks--computer models that help us to understand how we perceive, think, feel, and act.

Neurophysiology has told us a lot about how neurons work
neural network theory is about how neurons work together to process information. In this highly readable book, Manfred Spitzer provides a basic, nonmathematical introduction to neural networks and their clinical applications. Part I explains the fundamental theory of neural networks and how neural network models work. Part II covers the principles of network functioning and how computer simulations of neural networks have profound consequences for our understanding of how the brain works. Part III covers applications of network models (e.g., to knowledge representation, language, and mental disorders such as schizophrenia and Alzheimer's disease) that shed new light on normal and abnormal states of mind. Finally, Spitzer concludes with his thoughts on the ramifications of neural networks for the understanding of neuropsychology and human nature.