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Volumn 55, Issue 3-4, 2003, Pages 761-769

On the discrete-time dynamics of a PCA learning algorithm

Author keywords

Discrete time system; Dynamical behavior; Oja's algorithm; Principal component analysis

Indexed keywords

LEARNING ALGORITHMS; PRINCIPAL COMPONENT ANALYSIS;

EID: 0344826085     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(03)00439-9     Document Type: Article
Times cited : (40)

References (8)
  • 1
    • 0004066022 scopus 로고    scopus 로고
    • Stochastic Approximation Algorithms and Applications
    • Springer, New York
    • H.J. Kushner, G.G. Yin, Stochastic Approximation Algorithms and Applications, Springer, New York, 1997.
    • (1997)
    • Kushner, H.J.1    Yin, G.G.2
  • 2
    • 0020464111 scopus 로고
    • A simplified neuron model as a principal component analyzer
    • E. Oja, A simplified neuron model as a principal component analyzer, J. Math. Biol. 15 (3) (1982) 267-273.
    • (1982) J. Math. Biol. , vol.15 , Issue.3 , pp. 267-273
    • Oja, E.1
  • 3
    • 0022013023 scopus 로고
    • On stochastic approximation of the eigenvector and eigenvalues of the expectation of a random matrix
    • E. Oja, J. Karhunen, On stochastic approximation of the eigenvector and eigenvalues of the expectation of a random matrix, J. Math. Anal. Appl. 106 (1) (1985) 69-84.
    • (1985) J. Math. Anal. Appl. , vol.106 , Issue.1 , pp. 69-84
    • Oja, E.1    Karhunen, J.2
  • 4
    • 0030094135 scopus 로고    scopus 로고
    • A simplified neural bigradient algorithm for robust PCA and MCA
    • L. Wang, J. Karhunen, A simplified neural bigradient algorithm for robust PCA and MCA, Int. J. Neural Syst. 7 (1) (1996) 53-67.
    • (1996) Int. J. Neural Syst. , vol.7 , Issue.1 , pp. 53-67
    • Wang, L.1    Karhunen, J.2
  • 5
    • 0024369937 scopus 로고
    • Quadrature and the development of orientation selective cortical cells by Hebb rules
    • A.L. Yuille, D.M. Kammen, D.S. Cohen, Quadrature and the development of orientation selective cortical cells by Hebb rules, Biol. Cybern. 61 (3) (1989) 183-194.
    • (1989) Biol. Cybern. , vol.61 , Issue.3 , pp. 183-194
    • Yuille, A.L.1    Kammen, D.M.2    Cohen, D.S.3
  • 6
    • 0029306642 scopus 로고
    • Dynamical system for computing eigenvector associated with the largest eigenvalue of a positive matrix
    • Q. Zhang, Z. Bao, Dynamical system for computing eigenvector associated with the largest eigenvalue of a positive matrix, IEEE Trans. Neural Networks 6 (3) (1995) 790-791.
    • (1995) IEEE Trans. Neural Networks , vol.6 , Issue.3 , pp. 790-791
    • Zhang, Q.1    Bao, Z.2
  • 7
    • 0033640636 scopus 로고    scopus 로고
    • A class of learning algorithms for principal analysis and minor component analysis
    • Q. Zhang, Y.W. Leung, A class of learning algorithms for principal analysis and minor component analysis, IEEE Trans. Neural Networks 11 (1) (2000) 200-204.
    • (2000) IEEE Trans. Neural Networks , vol.11 , Issue.1 , pp. 200-204
    • Zhang, Q.1    Leung, Y.W.2
  • 8
    • 0036858172 scopus 로고    scopus 로고
    • On the discrete-time dynamics of the basic Hebbian neural-network nodes
    • P.J. Zufiria, On the discrete-time dynamics of the basic Hebbian neural-network nodes, IEEE Trans. Neural Networks 13 (6) (2002) 1342-1352.
    • (2002) IEEE Trans. Neural Networks , vol.13 , Issue.6 , pp. 1342-1352
    • Zufiria, P.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.