Models of Neural Networks: v. 1 (Physics of Neural Networks) - Hardcover

 
9783540594031: Models of Neural Networks: v. 1 (Physics of Neural Networks)
Hardcover
ISBN 10: 3540594035 ISBN 13: 9783540594031
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1995

Synopsis

This text begins with an introduction to the ideas used in the subsequent chapters, which are all centred around the theme of collective phenomena in neural networks: dynamics and storage capacity of networks of formal neurons with symmetric or asymmetric couplings, learning algorithms, temporal association, structured data (software), and structured nets (hardware).

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From the Back Cover

This collection of articles responds to the urgent need for timely and comprehensive reviews in a multidisciplinary, rapidly developing field of research. The book starts out with an extensive introduction to the ideas used in the subsequent chapters, which are all centered around the theme of collective phenomena in neural netwerks: dynamics and storage capacity of networks of formal neurons with symmetric or asymmetric couplings, learning algorithms, temporal association, structured data (software), and structured nets (hardware). The style and level of this book make it particularly useful for advanced students and researchers looking for an accessible survey of today's theory of neural networks.

"About this title" may belong to another edition of this title.

Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Publication date
1995
Language
English
ISBN 10 
3540594035
ISBN 13 
9783540594031
Binding
Hardcover
Edition number
2
Number of pages
373
Editor
Domany Eytan, Etc., Hemmen J.L. Van, Schulten K.

Other Popular Editions of the Same Title

9783642798160: Models of Neural Networks I (Physics of Neural Networks)

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ISBN 10:  3642798160 ISBN 13:  9783642798160
Publisher: Springer, 2012
Softcover