The Mind within the Net: Models of Learning, Thinking, and Acting
The Mind within the Net: Models of Learning, Thought, and Acting Books
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How does the brain work? How do billions of neurons result in about thoughts, sensations, emotions, and actions? Why do children learn quicker than elderly people? What can go incorrect in perception, thought, learning, and acting? Scientists now use computer models to help us to know the most private and human experiences. In The Mind Within the Net, Manfred Spitzer shows how these models can fundamentally exchange how we reckon about learning, creativity, thought, 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 administer in rank. In this highly readable book, Spitzer provides a basic, nonmathematical introduction to neural networks and their clinical applications. Part I clarifies 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.
Amazon.com ReviewIs your brain like your computer? Well, (hopefully) it doesn’t crash as often, and that’s just one of many on the long list of differences. But psychiatrist Manfred Spitzer says neuroscientists have much to learn from the alternative computing architectures called neural nets. His book The Mind Within the Net is a look at biological and electronic networks, their similarities, and what each can tell us about the other, with a particular emphasis on his own field. We’ve known for decades how individual neurons work. It’s taken recent advances in neural computing to help us learn how brain systems might take advantage of their unique dynamics to help us see, walk, and keep the trains running on time.
Covering the basics of both neuroscience and neural computing with a user-friendly, but not oversimplified, prose style, Spitzer then moves on to the often striking similarities in function between simple electronic networks and mechanisms within the brain. Maintenance in mind the importance of recognizing models as such, he takes pains to top out that there are some aspects of computing for which there is small comparison to biological systems. But, the similarities between different network degradations and such diverse problems as Alzheimer’s disease, schizophrenia, and depression are compelling and potentially vital. It’s not often that we get a new batch of metaphors to help us know ourselves; this may be the paradigm budge we’ve been coming up for. –Rob Lightner
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