PHYSICS OF NEURAL NETWORKS - MODELS OF NEURAL NETWORKS I - SECOND UPDATED EDITION: v. 1 - Hardcover

Domany, E

 
9783540594031: PHYSICS OF NEURAL NETWORKS - MODELS OF NEURAL NETWORKS I - SECOND UPDATED EDITION: v. 1

Inhaltsangabe

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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Von der hinteren Coverseite

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.

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Weitere beliebte Ausgaben desselben Titels

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

Vorgestellte Ausgabe

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