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

Kohonen, Teuvo

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.

Details zur Ausgabe

• 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; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Deutschland