Synopsis
Exploring one of the most exciting and potentially rewarding areas of scientific research, the study of the principles and mechanisms underlying brain function, this book introduces and explains the techniques brought from physics to the study of neural networks and the insights they have stimulated. Substantial progress in understanding memory, the learning process, and self-organization by studying the properties of models of neural networks have resulted in discoveries of important parallels between the properties of statistical, nonlinear cooperative systems in physics and neural networks. The author presents a coherent and clear, nontechnical view of all the basic ideas and results. More technical aspects are restricted to special sections and appendices in each chapter.
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From the Back Cover
One of the most exciting and potentially rewarding areas of scientific research is the study of the principles and mechanisms underlying brain function. It is also of great promise to future generations of computers.
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Modeling Brain Function: The World of Attractor Neural Networks
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Cambridge University Press, 1992
ISBN 10: 0521421241
ISBN 13: 9780521421249
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Modeling Brain Function: The World of Attractor Neural Networks
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Modeling Brain Function : The World of Attractor Neural Networks
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Modeling brain function The world of attractor neural networks
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Modeling Brain Function: The World of Attractor Neural Networks
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Paperback. Condition: new. Paperback. Exploring one of the most exciting and potentially rewarding areas of scientific research, the study of the principles and mechanisms underlying brain function, this book introduces and explains the techniques brought from physics to the study of neural networks and the insights they have stimulated. Substantial progress in understanding memory, the learning process, and self-organization by studying the properties of models of neural networks have resulted in discoveries of important parallels between the properties of statistical, nonlinear cooperative systems in physics and neural networks. The author presents a coherent and clear, nontechnical view of all the basic ideas and results. More technical aspects are restricted to special sections and appendices in each chapter. A group of researchers, adapting knowledge and techniques from a wide range of scientific disciplines, have made progress understanding memory by studying the properties of models of neural networks. This book introduces and explains techniques bought from physics to the study of neural networks and the insights they have stimulated. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780521421249