Introduction To The Theory Of Neural Computation, Volume I (SANTA FE INSTITUTE STUDIES IN THE SCIENCES OF COMPLEXITY LECTURE NOTES)

Hertz, John A

ISBN 10: 0201503956 / ISBN 13: 9780201503951

Published by Addison-Wesley Pub. Co, Redwood City, CA, 1991

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Bibliographic Details

• Title: Introduction To The Theory Of Neural Computation, Volume I (SANTA FE INSTITUTE STUDIES IN THE SCIENCES OF COMPLEXITY LECTURE NOTES)
• Publisher: Addison-Wesley Pub. Co, Redwood City, CA
• Publication Date: 1991
• Language: English
• ISBN 10: 0201503956
• ISBN 13: 9780201503951
• Binding: Hardcover
• Condition: new

About this title

Synopsis

A clear exposition of the theoretical aspects of neural computation. No specific background other than mathematics (multi-variate calculus, differential equations, and linear algebra) is assumed. Annotation copyright Book News, Inc. Portland, Or.

From the Back Cover

This book is a comprehensive introduction to the neural network models currently under intensive study for computational applications. It is a detailed, logically-developed treatment that covers the theory and uses of collective computational networks, including associative memory, feed forward networks, and unsupervised learning. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.