Innovations in ART Neural Networks (Paperback, Softcover reprint of hardcover 1st ed. 2000)

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.

General

Imprint:	Physica-Verlag
Country of origin:	Germany
Series:	Studies in Fuzziness and Soft Computing, 43
Release date:	October 2010
First published:	2000
Editors:	Beatrice Lazzerini • Ugur Halici
Dimensions:	235 x 155 x 14mm (L x W x T)
Format:	Paperback
Pages:	258
Edition:	Softcover reprint of hardcover 1st ed. 2000
ISBN-13:	978-3-7908-2469-8
Categories:	Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory Books > Business & Economics > Business & management > Business mathematics & systems > General Books > Computing & IT > Applications of computing > Artificial intelligence > General Promotions
LSN:	3-7908-2469-0
Barcode:	9783790824698

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!