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Volumn 2005, Issue , 2005, Pages 1090-1095

Efficient variant of algorithm FastICa for independent component analysis attaining the Cramér-Rao lower bound

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC ANALYSIS; COMPUTATIONAL COMPLEXITY; CRAMER-RAO BOUNDS; GAUSSIAN DISTRIBUTION; INDEPENDENT COMPONENT ANALYSIS; PROBABILITY DISTRIBUTIONS; SIGNAL ANALYSIS;

EID: 33947132200     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ssp.2005.1628758     Document Type: Conference Paper
Times cited : (9)

References (15)
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  • 2
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  • 3
    • 0001286812 scopus 로고
    • On the performance of orthogonal source separation algorithms
    • Edinburgh, September
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    • Cardoso, J.-F.1
  • 4
    • 0032612381 scopus 로고    scopus 로고
    • High-order Contrasts for Independent Component Analysis
    • J.-F. Cardoso, "High-order Contrasts for Independent Component Analysis", Neural Computat., vol. 11, no. 1, pp. 157-192, 1999.
    • (1999) Neural Computat , vol.11 , Issue.1 , pp. 157-192
    • Cardoso, J.-F.1
  • 5
    • 0346307721 scopus 로고    scopus 로고
    • A Fast Fixed-Point Algorithm for Independent Component Analysis
    • A. Hyvärinen, "A Fast Fixed-Point Algorithm for Independent Component Analysis". Neural Computation, 9(7):1483-1492, 1997.
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    • Hyvärinen, A.1
  • 7
    • 33645325488 scopus 로고    scopus 로고
    • Z. Koldovský, P. Tichavský and E. Oja, Cramér- Rao lower bound for linear Independent Component Analysis, Proc. ICASSP 2005, Philadelphia, III, pp. 581 - 584, March 2005.
    • Z. Koldovský, P. Tichavský and E. Oja, "Cramér- Rao lower bound for linear Independent Component Analysis", Proc. ICASSP 2005, Philadelphia, Vol. III, pp. 581 - 584, March 2005.
  • 8
    • 33947113378 scopus 로고    scopus 로고
    • Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the Cramér-Rao Lower Bound
    • submitted
    • Z. Koldovský, P. Tichavský and E. Oja, "Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the Cramér-Rao Lower Bound", submitted.
    • Koldovský, Z.1    Tichavský, P.2    Oja, E.3
  • 9
    • 0031191456 scopus 로고    scopus 로고
    • Blind separation of mixture of independent sources through a quasi-maximum likelihood approach
    • July
    • D.T. Pham, Garat, P., "Blind separation of mixture of independent sources through a quasi-maximum likelihood approach", IEEE Tr. Signal Processing, Vol. 45, No. 7, July 1997, pp. 1712-1725.
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    • Pham, D.T.1    Garat, P.2
  • 10
    • 0028385548 scopus 로고
    • Maximum likelihood and lower bounds in system identification with non-Gaussian inputs
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    • (1994) IEEE Tr. Information Theory , vol.40 , Issue.2 , pp. 328-339
    • Shalvi, O.1    Weinstein, E.2
  • 11
    • 33947178458 scopus 로고    scopus 로고
    • Asymptotic Performance Analysis of the Fixed-Point Algorithm (Fast-ICA) for Independent Component Analysis
    • Bordeaux
    • P. Tichavský, Z. Koldovský, and E. Oja, "Asymptotic Performance Analysis of the Fixed-Point Algorithm (Fast-ICA) for Independent Component Analysis", SSP-2005, Bordeaux.
    • SSP-2005
    • Tichavský, P.1    Koldovský, Z.2    Oja, E.3
  • 12
    • 33947140990 scopus 로고    scopus 로고
    • Performance Analysis of the FastICA Algorithm and Cramér-Rao Bounds for Linear Independent Component Analysis
    • accepted for publication in, May
    • P. Tichavský, Z. Koldovský, and E. Oja, "Performance Analysis of the FastICA Algorithm and Cramér-Rao Bounds for Linear Independent Component Analysis", accepted for publication in IEEE Trans. on Signal Processing, May 2005.
    • (2005) IEEE Trans. on Signal Processing
    • Tichavský, P.1    Koldovský, Z.2    Oja, E.3
  • 13
    • 35048888533 scopus 로고    scopus 로고
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    • V. Vigneron, Ch. Jutten, "Fisher information in source separation problems", Proc. ICA 2004, Granada, pp. 168-176.
  • 15
    • 0032643662 scopus 로고    scopus 로고
    • Multichannel system identification and deconvolution: Performance bounds
    • May
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    • (1999) IEEE Tr. Signal Processing , vol.47 , Issue.5 , pp. 1410-1414
    • Yellin, D.1    Friedlander, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.