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Volumn 5, Issue 3, 1997, Pages 177-184

SVD Algorithms: APEX-like versus Subspace Methods

Author keywords

APEX algorithm; Principal component analysis; Singular value decomposition; Subspace algorithm

Indexed keywords

COMPUTER AIDED ANALYSIS; CONVERGENCE OF NUMERICAL METHODS; LEARNING ALGORITHMS; MATRIX ALGEBRA;

EID: 0031169660     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009642710601     Document Type: Article
Times cited : (11)

References (13)
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  • 3
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  • 4
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    • (1989) Matrix Computations
    • Golub, G.H.1    Van Loan, C.F.2
  • 6
    • 0039678896 scopus 로고
    • Two iterative algorithms for computing the singular value decomposition from input/output samples
    • J.D. Cowan, G. Tesauro and J. Alspector (eds.) Morgan Kaufman Publishers, Incl.
    • Terence D. Sanger. "Two iterative algorithms for computing the singular value decomposition from input/output samples", in J.D. Cowan, G. Tesauro and J. Alspector (eds.) Advances in Neural Information Processing Systems, Vol. 6, pp. 144-151. Morgan Kaufman Publishers, Incl., 1994.
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 144-151
    • Sanger, T.D.1
  • 7
    • 0020464111 scopus 로고
    • A simplified neuron model as principal component analyzer
    • Erkki Oja, "A simplified neuron model as principal component analyzer", Journal of Mathematical Biology, Vol. 15, pp. 267-273, 1982.
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    • Oja, E.1
  • 9
    • 0002412868 scopus 로고
    • Dynamical systems that sort lists, diagonalize matrices, and solve linear programming problems
    • R.W. Brockett, "Dynamical systems that sort lists, diagonalize matrices, and solve linear programming problems", Linear Algebra and its Applications, Vol. 146, pp. 79-91, 1991.
    • (1991) Linear Algebra and Its Applications , vol.146 , pp. 79-91
    • Brockett, R.W.1
  • 10
    • 0002399288 scopus 로고
    • Neural networks, principal components, and subspaces
    • Erkki Oja, "Neural networks, principal components, and subspaces", International Journal of Neural Systems, Vol. 1, pp.61-68, 1989.
    • (1989) International Journal of Neural Systems , vol.1 , pp. 61-68
    • Oja, E.1
  • 11
  • 12
    • 2342563353 scopus 로고    scopus 로고
    • Convergence analysis of SVD algorithms
    • Institut für Statistik und Wahrscheinlichkeitstheorie, Technische Universität Wien
    • Andreas Weingessel, "Convergence analysis of SVD algorithms", Technical report, Institut für Statistik und Wahrscheinlichkeitstheorie, Technische Universität Wien, 1996.
    • (1996) Technical Report
    • Weingessel, A.1
  • 13
    • 0029057616 scopus 로고
    • Lyapunov functions for convergence of principal component algorithms
    • Mark D. Plumbley, "Lyapunov functions for convergence of principal component algorithms", Neural Networks, Vol. 8, No. 1, pp. 11-23, 1995.
    • (1995) Neural Networks , vol.8 , Issue.1 , pp. 11-23
    • Plumbley, M.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.