Innovations in ART Neural Networks - Couverture souple

 
9783790824698: Innovations in ART Neural Networks
Couverture souple
ISBN 10 : 3790824690 ISBN 13 : 9783790824698
Editeur : Physica, 2010

Synopsis

In the last two decades the artificial neural networks have been refined and widely used by the researchers and application engineers. We have not witnessed such a large degree of evolution in any other artificial neural network as in the Adaptive Resonance Theory (ART) neural network. The ART network remains plastic, or adaptive, in response to significant events and yet remains stable in response to irrelevant events. This stability-plasticity property is a great step towards realizing intelligent machines capable of autonomous learning in real time environment.
The main aim of this book is to report a very small sample of the research on the evolution of ART neural network and its applications. Interested readers may refer literature for many more innovations in ART such as Fuzzy ART, ART2, ART2-a, ARTMAP, ARTMAP-PI, ARTMAP-DS, Gaussian ARTMAP, EXACT ART, and ART-EMAP.

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

Présentation de l'éditeur

In the last two decades the artificial neural networks have been refined and widely used by the researchers and application engineers. We have not witnessed such a large degree of evolution in any other artificial neural network as in the Adaptive Resonance Theory (Art) neural network. The Art network remains plastic, or adaptive, in response to significant events and yet remains stable in response to irrelevant events. This stability-plasticity property is a great step towards realizing intelligent machines capable of autonomous learning in real time environment.
The main aim of this book is to report a very small sample of the research on the evolution of Art neural network and its applications. Interested readers may refer literature for many more innovations in Art such as Fuzzy Art, Art2, Art2-a, Artmap, Artmap-Pi, Artmap-Ds, Gaussian Artmap, Exact Art, and Art-Emap.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Physica
Date d'édition
2010
Langue
anglais
ISBN 10 
3790824690
ISBN 13 
9783790824698
Reliure
Broché
Nombre de pages
272
Éditeur
Lazzerini Beatrice, Halici Ugur
Coordonnées du fabricant
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9783790812701: Innovations in Art Neural Networks

Edition présentée

ISBN 10 :  3790812706 ISBN 13 :  9783790812701
Editeur : Physica-Verlag GmbH & Co, 2000
Couverture rigide