The mind within the net : models of learning, thinking, and acting
著者
書誌事項
The mind within the net : models of learning, thinking, and acting
（Bradford book）
MIT Press, c1999
- : hardcover
- : [pbk]
- タイトル別名
-
Geist im Netz
大学図書館所蔵 件 / 全45件
-
該当する所蔵館はありません
- すべての絞り込み条件を解除する
注記
Translation of: Geist im Netz
Includes bibliographical references (p. [323]-351) and index
内容説明・目次
- 巻冊次
-
: hardcover ISBN 9780262194068
内容説明
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 use computer models to help us to understand the most private and human experiences. In this work, 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 disorder. Neurophysiology has told us a lot about how neurons work; neural network theory is about how neurons work together to process information. Spitzer provides a basic, nonmathematical introduction to neural networks and their clinical applications. Part 1 explains the fundamental theory of neural networks and how neural network models work. Part 2 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 3 covers applications of network models (for example, to knowledge representation, language, and mental disorders such as schizophrenia and Alzheimer's disease) that shed light on normal and abnormal states of mind. Finally, Spitzer concludes with his thoughts on the ramifications of neural network for the understanding of neuropsychology and human nature.
- 巻冊次
-
: [pbk] ISBN 9780262692366
内容説明
A highly readable, non-mathematical introduction to neural networks-computer models that help us to understand how we perceive, think, feel, and act.
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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