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Self-Organization and Associative Memory (Springer Series in Information Sciences) - Softcover

Kohonen, Teuvo

 
9783540183143: Self-Organization and Associative Memory (Springer Series in Information Sciences)
Softcover
ISBN 10: 3540183140 ISBN 13: 9783540183143
Verlag: Springer, 1988

Inhaltsangabe

This monograph gives a tutorial treatment of new approaches to self-organization, adaptation, learning and memory. It is based on recent research results, both mathematical and computer simulations, and lends itself to graduate and postgraduate courses in the natural sciences. The book presents new formalisms of pattern processing: orthogonal projectors, optimal associative mappings, novelty filters, subspace methods, feature-sensitive units, and self-organization of topological maps, with all their computable algorithms. The main objective is to provide an understanding of the properties of information representations from a general point of view and of their use in pattern information processing, as well as an understanding of many functions of the brain. In the second edition two new chapters on neural computing and optical associative memories have been added.

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Verlag
Springer
Erscheinungsdatum
1988
Sprache
Englisch
ISBN 10 
3540183140
ISBN 13 
9783540183143
Einband
Taschenbuch
Auflage
2
Anzahl der Seiten
332
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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