Models of Neural Networks I
J. Leo van Hemmen, Reimer Kühn (auth.), Professor Eytan Domany, Professor Dr. J. Leo van Hemmen, Professor Klaus Schulten (eds.)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.
Categories:
Year:
1995
Edition:
2
Publisher:
Springer-Verlag Berlin Heidelberg
Language:
english
Pages:
355
ISBN 10:
3642798160
ISBN 13:
9783642798160
Series:
Physics of Neural Networks
File:
PDF, 9.13 MB
IPFS:
,
english, 1995
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