Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2002.11c
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- Pages.206-209
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- 2002
Fractal Dimension and Similarity of ART1 Neural Network
ART1 신경회로망의 프랙탈 차원 과 유사성
- Kang, Seong-Ho (Dept. of Electronic Engineering, Dongguk University) ;
- Lee, Jeong-Hun (Dept. of Electronic Engineering, Dongguk University) ;
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Jung, Kyung-Kwon
(Dept. of Electronic Engineering, Dongguk University)
;
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Eom, Ki-Hwan
(Dept. of Electronic Engineering, Dongguk University)
- Published : 2002.11.30
Abstract
This paper proposes a fractal dimension method for measurement of degree of similarity between prototype pattern and input pattern at ART1 (Adaptive Resonance Theory 1) neural network. In order to confirm the validity of proposed method, comparison of the performance has made between the conventional method and the proposed method through simulation. The results show that the proposed method has considerably improved the performance.
Keywords