FROM STATISTICS TO NEURAL NETWORKS - THEORY AN PATTERN RECOGNITION APPLICATIONS - Couverture rigide

Collectif

 
9783540581994: FROM STATISTICS TO NEURAL NETWORKS - THEORY AN PATTERN RECOGNITION APPLICATIONS
Couverture rigide
ISBN 10 : 3540581995 ISBN 13 : 9783540581994
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1994

Synopsis

This volume provides a unified approach to the study of predictive learning. It contains an up-to-date review of major issues and methods related to predictive learning in statistics, artificial neural networks (ANN), and pattern recognition. Topics range from theoretical modelling and adaptive computational methods to empirical comparisons between statistical and ANN methods, and applications. Most contributions fall into one of three themes: unified framework for the study of predictive learning in statistics and ANNs; similarities and differences between statistical and ANN methods for nonparametric estimation (learning); and fundamental connections between artificial and biological learning systems.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
1994
Langue
anglais
ISBN 10 
3540581995
ISBN 13 
9783540581994
Reliure
Relié
Nombre de pages
406
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9783642791215: From Statistics to Neural Networks: Theory and Pattern Recognition Applications

Edition présentée

ISBN 10 :  3642791212 ISBN 13 :  9783642791215
Editeur : Springer, 2011
Couverture souple