Features
- Cover Type: Hard Cover with 258 pages
- Published by: Physica-Verlag Heidelberg
- Edition: 1st Edition April 13, 2000
- Written in: English
- ISBN 10 Number: 3790812706
- ISBN 13 Number: 978-3790812701
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Book Dimensions:
9.3 x 6.2 x 0.8 inches
- Weighs: 1.1 pounds
Book Description
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.
Book Info
The main aim is to report a sample of the research on the evolution of ART neural network and its applications. Useful to researchers, practicing engineers, and students who are interested in the extension of ART neural networks and their applications.
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