Item description for Innovations in ART Neural Networks (Studies in Fuzziness and Soft Computing) by Lakhmi C. Jain...
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.
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Est. Packaging Dimensions: Length: 9.3" Width: 6.2" Height: 0.8" Weight: 1.1 lbs.
Release Date Apr 13, 2000
Publisher Physica-Verlag Heidelberg
ISBN 3790812706 ISBN13 9783790812701
Availability 140 units. Availability accurate as of Oct 25, 2016 09:55.
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More About Lakhmi C. Jain
Jain is director/founder of the Knowledge-Based Intelligent Engineering Systems Centre, located in the Division of Information Technology, Engineering and the Envvironment. He is a fellow of the Institution of Engineers, Australia.
Lakhmi C. Jain has an academic affiliation as follows - University of South Australia, Adelaide.