Conceptual development: An adaptive resonance theory model of polysemy
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.Full text not available from this repository.
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|
|Number of Pages:||5|
|Page Range:||pp. 503-507|
|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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