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Innovations in ART Neural Networks (Studies in Fuzziness and Soft Computing) [Hardcover]

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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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Item Specifications...

Pages   258
Est. Packaging Dimensions:   Length: 9.3" Width: 6.2" Height: 0.8"
Weight:   1.1 lbs.
Binding  Hardcover
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.
Usually ships within one to two business days from La Vergne, TN.
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More About Lakhmi C. Jain

Register your artisan biography and upload your photo! 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.

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Product Categories

1Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
2Books > Special Features > New & Used Textbooks > Engineering
3Books > Subjects > Computers & Internet > Certification Central > General
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Neural Networks
6Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Programming > Algorithms > Fuzzy Logic
9Books > Subjects > Medicine > General
10Books > Subjects > Professional & Technical > Engineering > General
11Books > Subjects > Professional & Technical > Professional Science > Mathematics

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