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How does the brain work? How do billions of neurons bring about ideas,
sensations, emotions, and actions? Why do children learn faster than
elderly people? What can go wrong in perception, thinking, learning,
and acting? Scientists now use computer models to help us to
understand the most private and human experiences. In The Mind
Within the Net, Manfred Spitzer shows how these models can
fundamentally change how we think about learning, creativity,
thinking, and acting, as well as such matters as schools, retirement
homes, politics, and mental disorders.
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, 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.
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