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Innovations in ART Neural Networks
. Ed(S): Jain, Prof. Lakhmi C.; Lazzerini, Beatrice; Halici, Ugur
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Description for Innovations in ART Neural Networks
Hardback. The Adaptive Resonance Theory (ART) neural network remains plastic, or adaptive, in response to significant events while remaining stable in response to irrelevant events. This stability-plasticity is a step towards realizing intelligent machines. This is a report of the research on the ART. Editor(s): Jain, Prof. Lakhmi C.; Lazzerini, Beatrice; Halici, Ugur. Series: Studies in Fuzziness and Soft Computing. Num Pages: 258 pages, 30 black & white tables, biography. BIC Classification: UYQN. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 234 x 156 x 17. Weight in Grams: 565.
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 ... Read more
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 ... Read more
Product Details
Format
Hardback
Publication date
2000
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
258
Condition
New
Series
Studies in Fuzziness and Soft Computing
Number of Pages
258
Place of Publication
Heidelberg, Germany
ISBN
9783790812701
SKU
V9783790812701
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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