Proceedings of the Korean Institute of Intelligent Systems Conference (한국지능시스템학회:학술대회논문집)

Korean Institute of Intelligent Systems (한국지능시스템학회)
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Growing Algorithm of Wavelet Neural Network

웨이블렛 신경망의 성장 알고리즘

  • 서재용 (중앙대학교 전자전기공학부) ;
  • 김성주 (중앙대학교 전자전기공학부) ;
  • 김성현 (동원대학 전자공학과) ;
  • 김용민 (충청대학 전자공학과) ;
  • 전홍태 (중앙대학교 전자전기공학부)
  • Published : 2001.05.01
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Abstract

In this paper, we propose growing algorithm of wavelet neural network. It is growing algorithm that adds hidden nodes using wavelet frame which approximately supports orthogonality in wavelet neural network based on wavelet theory. The result of this processing can be reduced global error and progresses performance efficiency of wavelet neural network. We apply the proposed algorithm to approximation problem and evaluate effectiveness of proposed algorithm.

Keywords