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ASME Press Select Proceedings

Intelligent Engineering Systems Through Artificial Neural Networks, Volume 17

Editor
C. H. Dagli
C. H. Dagli
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ISBN-10:
0791802655
No. of Pages:
650
Publisher:
ASME Press
Publication date:
2007

This paper introduces a simple adaptive dynamic system for clustering. This system is based on a set of differential equations which create valleys in its energy function for representing clusters. Each valley represents a cluster of similar input patterns. Through several examples of different pattern clusters, it is shown that the model can successfully cluster different types of input patterns.

Abstract
Introduction
Model Based on Lorentzian Function
Performance of the Model on Two Examples
Conclusions
References
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