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Volumn 53, Issue 4, 2005, Pages 1243-1253

Generalized weighted rules for principal components tracking

Author keywords

Adaptive algorithm; Principal component analysis; Subspace methods

Indexed keywords

ADAPTIVE ALGORITHMS; COMPUTER SIMULATION; EIGENVALUES AND EIGENFUNCTIONS; IMAGE COMPRESSION; LEARNING ALGORITHMS; MATRIX ALGEBRA; ORDINARY DIFFERENTIAL EQUATIONS; POLYNOMIALS; STABILITY;

EID: 17444385571     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2005.843698     Document Type: Article
Times cited : (21)

References (17)
  • 4
    • 0002399288 scopus 로고
    • "Neural networks, principal components, and subspaces"
    • Apr
    • E. Oja, "Neural networks, principal components, and subspaces," Int. J. Neural Syst., vol. 1, pp. 61-68, Apr. 1989.
    • (1989) Int. J. Neural Syst. , vol.1 , pp. 61-68
    • Oja, E.1
  • 6
    • 0001387410 scopus 로고
    • "Principal component analysis by homogeneous neural networks, Part I: The weighted subspace criterion"
    • May
    • E. Oja, H. Ogawa, and J. Wangviwattana, "Principal component analysis by homogeneous neural networks, Part I: The weighted subspace criterion," IEICE Trans. Inf. Syst., vol. E75-D, pp. 366-375, May 1992.
    • (1992) IEICE Trans. Inf. Syst. , vol.E75-D , pp. 366-375
    • Oja, E.1    Ogawa, H.2    Wangviwattana, J.3
  • 7
    • 0001387411 scopus 로고
    • "Principal component analysis by homogeneous neural networks, Part II: Analysis and extensions of the learning algorithms"
    • May
    • E. Oja, H. Ogawa, and J. Wangviwattana, "Principal component analysis by homogeneous neural networks, Part II: Analysis and extensions of the learning algorithms," IEICE Trans. Inf. Syst., vol. E75-D, pp. 376-382, May 1992.
    • (1992) IEICE Trans. Inf. Syst. , vol.E75-D , pp. 376-382
    • Oja, E.1    Ogawa, H.2    Wangviwattana, J.3
  • 8
    • 0027206958 scopus 로고
    • "Least mean square error reconstruction principle for self-organizing neural-nets"
    • L. Xu, "Least mean square error reconstruction principle for self-organizing neural-nets," Neural Networks, vol. 6, pp. 627-648, 1993.
    • (1993) Neural Networks , vol.6 , pp. 627-648
    • Xu, L.1
  • 9
    • 0000396062 scopus 로고    scopus 로고
    • "Natural gradient works efficiently"
    • Feb
    • S. Amari, "Natural gradient works efficiently," Neural Comput., vol. 10, pp. 251-276, Feb. 1998.
    • (1998) Neural Comput. , vol.10 , pp. 251-276
    • Amari, S.1
  • 10
    • 0345627997 scopus 로고    scopus 로고
    • "A unified algorithm for principal and minor components extraction"
    • T. Chen, S. Amari, and Q. Lin, "A unified algorithm for principal and minor components extraction," Neural Networks, vol. 11, no. 3, pp. 385-390, 1998.
    • (1998) Neural Networks , vol.11 , Issue.3 , pp. 385-390
    • Chen, T.1    Amari, S.2    Lin, Q.3
  • 11
    • 0035187852 scopus 로고    scopus 로고
    • "Unified stabilization approach to principal and minor components extraction algorithms"
    • T. Chen and S. Amari, "Unified stabilization approach to principal and minor components extraction algorithms," Neural Networks, vol. 14, no. 10, pp. 1377-1387, 2001.
    • (2001) Neural Networks , vol.14 , Issue.10 , pp. 1377-1387
    • Chen, T.1    Amari, S.2
  • 13
    • 0035398332 scopus 로고    scopus 로고
    • "Fast algorithms for subspace tracking"
    • Jul
    • S. Attallah and K. Abed-Meraim, "Fast algorithms for subspace tracking," IEEE Signal Process. Lett., vol. 8, no. 7, pp. 203-206, Jul. 2001.
    • (2001) IEEE Signal Process. Lett. , vol.8 , Issue.7 , pp. 203-206
    • Attallah, S.1    Abed-Meraim, K.2
  • 14
    • 33747814123 scopus 로고
    • "Subspace tracking based on the projection approach and the recursive least squares method"
    • Minneapolis, MN
    • B. Yang, "Subspace tracking based on the projection approach and the recursive least squares method," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., vol. IV, Minneapolis, MN, 1993, pp. 145-148.
    • (1993) Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. , vol.4 , pp. 145-148
    • Yang, B.1
  • 15
    • 0029196852 scopus 로고
    • "Projection approximation subspace tracking"
    • Jan
    • B. Yang, "Projection approximation subspace tracking," IEEE Trans. Signal Process., vol. 43, no. 1, pp. 95-107, Jan. 1995.
    • (1995) IEEE Trans. Signal Process. , vol.43 , Issue.1 , pp. 95-107
    • Yang, B.1
  • 17
    • 0034229259 scopus 로고    scopus 로고
    • "Transform coding with backward adaptive updates"
    • Feb
    • V. K. Goyal, J. Zhuang, and M. Vetterli, "Transform coding with backward adaptive updates," IEEE Trans. Inf. Theory, vol. 46, pp. 1623-1633, Feb. 1997.
    • (1997) IEEE Trans. Inf. Theory , vol.46 , pp. 1623-1633
    • Goyal, V.K.1    Zhuang, J.2    Vetterli, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.