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Conceptual development: An adaptive resonance theory model of polysemy
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UNSPECIFIED (1997) Conceptual development: An adaptive resonance theory model of polysemy. In: International Conference on Applications and Science of Artificial Neural Networks III, ORLANDO, FL, APR 21-24, 1997. Published in: APPLICATIONS AND SCIENCE OF ARTIFICIAL NEURAL NETWORKS III, 3077 pp. 503-507. ISBN 0-8194-2492-7.
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Abstract
Adaptive Resonance Theory provides a model of pattern classification that addresses the plasticity stability dilemma and allows a neural network to detect when to construct a new category without the assistance of a supervisor. We show that Adaptive Resonance Theory can be applied to the study of natural concept development. Specifically, a model is presented which is able to categorise different usages of a common noun and group the polysemous senses appropriately.
Item Type: | Conference Item (UNSPECIFIED) | ||||
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Subjects: | Q Science > QC Physics | ||||
Series Name: | PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE) | ||||
Journal or Publication Title: | APPLICATIONS AND SCIENCE OF ARTIFICIAL NEURAL NETWORKS III | ||||
Publisher: | SPIE - INT SOC OPTICAL ENGINEERING | ||||
ISBN: | 0-8194-2492-7 | ||||
Editor: | Rogers, SK | ||||
Official Date: | 1997 | ||||
Dates: |
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Volume: | 3077 | ||||
Number of Pages: | 5 | ||||
Page Range: | pp. 503-507 | ||||
Publication Status: | Published | ||||
Title of Event: | International Conference on Applications and Science of Artificial Neural Networks III | ||||
Location of Event: | ORLANDO, FL | ||||
Date(s) of Event: | APR 21-24, 1997 |
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