ENGLISH

Models of Neural Networks I

By J. Leo van Hemmen , Reimer Kühn (auth.) , Professor Eytan Domany , Professor Dr. J. Leo van Hemmen , Professor Klaus Schulten (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
1995
ISBN
978-3-642-79816-0, 978-3-642-79814-6
DOI
10.1007/978-3-642-79814-6
Language
english
Format
PDF
Filesize
9 MB (9572351 bytes)
Series
Physics of Neural Networks
Edition
2
Pages
355\370
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Dynamical Systems and Complexity;Neurosciences;PatStatistical Physics

Description

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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