대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 2002년도 합동 추계학술대회 논문집 정보 및 제어부문
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- Pages.206-209
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- 2002
ART1 신경회로망의 프랙탈 차원 과 유사성
Fractal Dimension and Similarity of ART1 Neural Network
- 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)
- 발행 : 2002.11.30
초록
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.
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