Articles liés à Neural Networks in Multidimensional Domains

Neural Networks in Multidimensional Domains - Couverture souple

Arena, Paolo

 
9781852330064: Neural Networks in Multidimensional Domains
Couverture souple
ISBN 10 : 1852330066 ISBN 13 : 9781852330064
Editeur : Springer, 1998

Synopsis

In this monograph, new structures of neural networks in multidimensional domains are introduced. These architectures are a generalization of the Multi-layer Perceptron (MLP) in Complex, Vectorial and Hypercomplex algebra. The approximation capabilities of these networks and their learning algorithms are discussed in a multidimensional context. The work includes the theoretical basis to address the properties of such structures and the advantages introduced in system modelling, function approximation and control. Some applications, referring to attractive themes in system engineering and a MATLAB software tool, are also reported. The appropriate background for this text is a knowledge of neural networks fundamentals. The manuscript is intended as a research report, but a great effort has been performed to make the subject comprehensible to graduate students in computer engineering, control engineering, computer sciences and related disciplines.

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

Éditeur
Springer
Date d'édition
1998
Langue
anglais
ISBN 10 
1852330066
ISBN 13 
9781852330064
Reliure
Broché
Numéro d'édition
1
Nombre de pages
184
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