UNSPECIFIED (1997) Conceptual development: An adaptive resonance theory model of polysemy. In: International Conference on Applications and Science of Artificial Neural Networks III, APR 21-24, 1997, ORLANDO, FL.

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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)
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
Date:	1997
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
URI:	http://wrap.warwick.ac.uk/id/eprint/17629

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