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Neural Network Models: An Analysis (Lecture Notes in Control and Information Sciences) - Softcover

De Wilde, Philippe

 
9783540199953: Neural Network Models: An Analysis (Lecture Notes in Control and Information Sciences)
Softcover
ISBN 10: 3540199950 ISBN 13: 9783540199953
Verlag: Springer, 1995

Inhaltsangabe

Providing an in-depth treatment of the main topics in neural networks this volume concentrates on multilayer networks and completely connected networks, as well as discussing both analog and digital networks. The central themes are dynamical behaviour, attractors and capacity. Boltzmann machines are also discussed. The subject is developed from scratch and does not use statistical physics. Because the volume adopts a pedagogical approach, explaining all steps in full, the style which the book takes it will appeal to engineers, computer scientists and applied mathematicians. The reader will learn the parameters and results that are most important for the design of neural networks and will be able to critically assess the existing commercial products or design a hardware or software implementation for him- or herself.

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Verlag
Springer
Erscheinungsdatum
1995
Sprache
Englisch
ISBN 10 
3540199950
ISBN 13 
9783540199953
Einband
Taschenbuch
Anzahl der Seiten
161
Kontakt zum Hersteller
Springer-Verlag GmbH
customerservice@springernature.com

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