Neural Networks: Theory and Applications: 4 (Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control)

Diamantaras

ISBN 10: 0471054364 / ISBN 13: 9780471054368

Editore: John Wiley & Sons 02/n /22 J, 1996

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Riassunto:

Systematically explores the relationship between principal component analysis (PCA) and neural networks. Provides a synergistic examination of the mathematical, algorithmic, application and architectural aspects of principal component neural networks. Using a unified formulation, the authors present neural models performing PCA from the Hebbian learning rule and those which use least squares learning rules such as back-propagation. Examines the principles of biological perceptual systems to explain how the brain works. Every chapter contains a selected list of applications examples from diverse areas.

Informazioni sull'autore: K. I. Diamantaras is a research scientist at Aristotle University in Thessaloniki, Greece. He received his PhD from Princeton University and was formerly a research scientist for Siemans Corporate Research.

S. Y. Kung is Professor of Electrical Engineering at Princeton University and received his PhD from Stanford University. He was formerly a professor of electrical engineering at the University of Southern California.

Dati bibliografici

Titolo: Neural Networks: Theory and Applications: 4 ...
Casa editrice: John Wiley & Sons 02/n /22 J
Data di pubblicazione: 1996
Legatura: Rilegato
Condizione: Very Good