Innovations in ART Neural Networks (Studies in Fuzziness and Soft Computing, Band 43) - Softcover

Softcover

ISBN 10: 3790824690 ISBN 13: 9783790824698

Verlag: Physica, 2010

Inhaltsangabe

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.

Details zur Ausgabe

• Verlag: Physica
• Erscheinungsdatum: 2010
• Sprache: Englisch
• ISBN 10: 3790824690
• ISBN 13: 9783790824698
• Einband: Taschenbuch
• Anzahl der Seiten: 272
• Herausgeber: Lazzerini Beatrice, Halici Ugur
• Kontakt zum Hersteller: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Deutschland