메뉴 건너뛰기




Volumn 11, Issue 2, 2000, Pages 338-355

Algorithms for accelerated convergence of adaptive PCA

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; PROBLEM SOLVING; STATISTICAL METHODS;

EID: 0033750718     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.839005     Document Type: Article
Times cited : (67)

References (25)
  • 1
    • 0003956968 scopus 로고
    • Englewood Cliffs, NJ: Prentice-Hall
    • M. Artin, Algebra. Englewood Cliffs, NJ: Prentice-Hall, 1991.
    • (1991) Algebra
    • Artin, M.1
  • 2
    • 0029343566 scopus 로고
    • Learning in linear neural networks: A survey
    • P. Baldi and K. Hornik, "Learning in linear neural networks: A survey," IEEE Trans. Neural Networks, vol. 6, pp. 837-857, 1995.
    • (1995) IEEE Trans. Neural Networks , vol.6 , pp. 837-857
    • Baldi, P.1    Hornik, K.2
  • 3
    • 0029267855 scopus 로고
    • Principal component extraction using recursive least squares learning
    • S. Bannour and M. R. Azimi-Sadjadi, "Principal component extraction using recursive least squares learning," IEEE Trans. Neural Networks, vol. 6, pp. 457-469, 1995.
    • (1995) IEEE Trans. Neural Networks , vol.6 , pp. 457-469
    • Bannour, S.1    Azimi-Sadjadi, M.R.2
  • 5
    • 0032022550 scopus 로고    scopus 로고
    • On relative convergence properties of principal component analysis algorithms
    • March
    • C. Chatterjee, V. P. Roychowdhury, and E. K. P. Chong, "On relative convergence properties of principal component analysis algorithms," IEEE Trans. Neural Networks, vol. 9, pp. 319-329, March 1998.
    • (1998) IEEE Trans. Neural Networks , vol.9 , pp. 319-329
    • Chatterjee, C.1    Roychowdhury, V.P.2    Chong, E.K.P.3
  • 6
    • 0031269564 scopus 로고    scopus 로고
    • Self-organizing and adaptive algorithms for generalized eigendecomposition
    • November
    • C. Chatterjee, V. P. Roychowdhury, M. D. Zoltowski, and J. Ramos, "Self-organizing and adaptive algorithms for generalized eigendecomposition," IEEE Trans. Neural Networks, vol. 8, pp. 1518-1530, November 1997.
    • (1997) IEEE Trans. Neural Networks , vol.8 , pp. 1518-1530
    • Chatterjee, C.1    Roychowdhury, V.P.2    Zoltowski, M.D.3    Ramos, J.4
  • 7
    • 0024903263 scopus 로고
    • Principal component analysis by gradient descent on a constrained linear Hebbian cell
    • San Diego, CA
    • Y. Chauvin, "Principal component analysis by gradient descent on a constrained linear Hebbian cell," in Proc. Joint Int. Conf. Neural Networks, vol. I, San Diego, CA, 1989, pp. 373-380.
    • (1989) Proc. Joint Int. Conf. Neural Networks , vol.1 , pp. 373-380
    • Chauvin, Y.1
  • 9
    • 0029309584 scopus 로고
    • Conjugate gradient eigenstructure tracking for adaptive spectral estimation
    • Z. Fu and E. M. Dowling, "Conjugate gradient eigenstructure tracking for adaptive spectral estimation," IEEE Trans. Signal Processing, vol. 43, pp. 1151-1160, 1995.
    • (1995) IEEE Trans. Signal Processing , vol.43 , pp. 1151-1160
    • Fu, Z.1    Dowling, E.M.2
  • 10
    • 33749981146 scopus 로고
    • Conjugate gradient projection subspace tracking
    • Pacific Grove, CA
    • _, "Conjugate gradient projection subspace tracking," in Proc. 1994 Conf. Signals, Syst. Comput., vol. 1, Pacific Grove, CA, 1994, pp. 612-618.
    • (1994) Proc. 1994 Conf. Signals, Syst. Comput. , vol.1 , pp. 612-618
  • 13
    • 0017526570 scopus 로고
    • Analysis of recursive stochastic algorithms
    • August
    • L. Ljung, "Analysis of recursive stochastic algorithms," IEEE Trans. Automat. Contr., vol. AC-22, no. 4, pp. 551-575, August 1977.
    • (1977) IEEE Trans. Automat. Contr. , vol.AC-22 , Issue.4 , pp. 551-575
    • Ljung, L.1
  • 16
    • 0032123957 scopus 로고    scopus 로고
    • Fast subspace tracking and neural-network learning by a novel information criterion
    • Y. Miao and Y. Hua, "Fast subspace tracking and neural-network learning by a novel information criterion," IEEE Trans. Signal Processing, vol. 46, pp. 1967-1979, 1998.
    • (1998) IEEE Trans. Signal Processing , vol.46 , pp. 1967-1979
    • Miao, Y.1    Hua, Y.2
  • 17
    • 0022013023 scopus 로고
    • On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix
    • E. Oja and J. Karhunen, "On stochastic approximation of the eigenvectors and eigenvalues of the expectation of a random matrix," J. Math. Anal. Applicat., vol. 106, pp. 69-84, 1985.
    • (1985) J. Math. Anal. Applicat. , vol.106 , pp. 69-84
    • Oja, E.1    Karhunen, J.2
  • 18
    • 0029057616 scopus 로고
    • Lyapunov function for convergence of principal component algorithms
    • M. Plumbley, "Lyapunov function for convergence of principal component algorithms," Neural Networks, vol. 8, pp. 11-23, 1995.
    • (1995) Neural Networks , vol.8 , pp. 11-23
    • Plumbley, M.1
  • 19
    • 0022266934 scopus 로고
    • An optimal orthonormal system for discriminant analysis
    • T. Okada and S. Tomita, "An optimal orthonormal system for discriminant analysis," Pattern Recognition, vol. 18, no. 2, pp. 139-144, 1985.
    • (1985) Pattern Recognition , vol.18 , Issue.2 , pp. 139-144
    • Okada, T.1    Tomita, S.2
  • 20
    • 0024883243 scopus 로고
    • Optimal unsupervised learning in a single-layer linear feedforward neural network
    • T. D. Sanger, "Optimal unsupervised learning in a single-layer linear feedforward neural network," Neural Networks, vol. 2, pp. 459-473, 1989.
    • (1989) Neural Networks , vol.2 , pp. 459-473
    • Sanger, T.D.1
  • 21
    • 0024665804 scopus 로고
    • Application of the conjugate gradient and steepest descent for computing the eigenvalues of an operator
    • T. K. Sarkar and X. Yang, "Application of the conjugate gradient and steepest descent for computing the eigenvalues of an operator," Signal Processing, vol. 17, pp. 31-38, 1989.
    • (1989) Signal Processing , vol.17 , pp. 31-38
    • Sarkar, T.K.1    Yang, X.2
  • 22
    • 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
  • 23
    • 0029196852 scopus 로고
    • Projection approximation subspace tracking
    • B. Yang, "Projection approximation subspace tracking," IEEE Trans. Signal Processing, vol. 43, no. 1, pp. 95-107, 1995.
    • (1995) IEEE Trans. Signal Processing , vol.43 , Issue.1 , pp. 95-107
    • Yang, B.1
  • 24
    • 0024754712 scopus 로고
    • A survey of conjugate gradient algorithms for solution of extreme eigen-problems of a symmetric matrix
    • X. Yang, T. K. Sarkar, and E. Arvas, "A survey of conjugate gradient algorithms for solution of extreme eigen-problems of a symmetric matrix," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 1550-1556, 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Processing , vol.37 , pp. 1550-1556
    • Yang, X.1    Sarkar, T.K.2    Arvas, E.3
  • 25
    • 0031335422 scopus 로고    scopus 로고
    • Regularized total least squares reconstruction for optical tomographic imaging using conjugate gradient method
    • Santa Barbara, CA
    • W. Zhu and Y. Yang, "Regularized total least squares reconstruction for optical tomographic imaging using conjugate gradient method," in Proc. Int. Conf. Image Processing, vol. 1, Santa Barbara, CA, 1997, pp. 192-195.
    • (1997) Proc. Int. Conf. Image Processing , vol.1 , pp. 192-195
    • Zhu, W.1    Yang, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.