Innovations in ART Neural Networks - Brossura

Brossura

ISBN 10: 3662003929 ISBN 13: 9783662003923

Casa editrice: Physica, 2014

Riassunto

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.

Dettagli dell?edizione

• Editore: Physica
• Data di pubblicazione: 2014
• ISBN 10: 3662003929
• ISBN 13: 9783662003923
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 272
• Redattore: Lazzerini Beatrice, Halici Ugur
• Contatto del produttore: non disponibile