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Volumn 13, Issue 1, 2006, Pages 45-48

Dimension reduction as a deflation method in ICA

Author keywords

Decorrelation; Dimension reduction; Gram Schmidt like decorrelation; Independent component analysis (ICA); One unit objective function

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; INDEPENDENT COMPONENT ANALYSIS; MATRIX ALGEBRA; OPTIMIZATION; VECTORS;

EID: 30444452650     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2005.860541     Document Type: Article
Times cited : (15)

References (10)
  • 3
    • 0028416938 scopus 로고
    • "Independent component analysis - A new concept?"
    • P. Comon, "Independent component analysis - A new concept?," Signal Process., vol. 36, pp. 287-314, 1994.
    • (1994) Signal Process. , vol.36 , pp. 287-314
    • Comon, P.1
  • 4
    • 0002308310 scopus 로고
    • "Adaptive blind separation of independent sources: A deflation approach"
    • N. Delfosse and P. Loubaton, "Adaptive blind separation of independent sources: A deflation approach," Signal Process., vol. 45, pp. 59-83, 1995.
    • (1995) Signal Process. , vol.45 , pp. 59-83
    • Delfosse, N.1    Loubaton, P.2
  • 5
    • 33845435132 scopus 로고    scopus 로고
    • "New approximations of differential entropy for independent component analysis and projection pursuit"
    • Cambridge, MA: MIT Press
    • A. Hyvärinen, "New approximations of differential entropy for independent component analysis and projection pursuit," in Advances in Neural Information Processing Systems 10. Cambridge, MA: MIT Press, 1998, pp. 273-279.
    • (1998) Advances in Neural Information Processing Systems 10 , pp. 273-279
    • Hyvärinen, A.1
  • 6
    • 0032629347 scopus 로고    scopus 로고
    • "Fast and robust fixed-point algorithms for independent component analysis"
    • May
    • A. Hyvärinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. Neural Netw., vol. 10, no. 3, pp. 626-634, May 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.3 , pp. 626-634
    • Hyvärinen, A.1
  • 7
    • 0000466122 scopus 로고    scopus 로고
    • "Survey on independent component analysis"
    • A. Hyvärinen, "Survey on independent component analysis," Neural Comput. Surveys, vol. 2, pp. 94-128, 1999.
    • (1999) Neural Comput. Surveys , vol.2 , pp. 94-128
    • Hyvärinen, A.1
  • 8
    • 0346307721 scopus 로고    scopus 로고
    • "A fast fixed-point algorithm for independent component analysis"
    • A. Hyvärinen and E. Oja, "A fast fixed-point algorithm for independent component analysis," Neural Comput., vol. 9, no. 7, pp. 1483-1492, 1997.
    • (1997) Neural Comput. , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvärinen, A.1    Oja, E.2
  • 9
    • 0031139249 scopus 로고    scopus 로고
    • "A class of neural networks for independent component analysis"
    • May
    • J. Karhunen, E. Oja, L. Wang, R. Vigario, and J. Joutsensalo, "A class of neural networks for independent component analysis," IEEE Trans. Neural Netw., vol. 8, no. 3, pp. 486-504, May 1997.
    • (1997) IEEE Trans. Neural Netw. , vol.8 , Issue.3 , pp. 486-504
    • Karhunen, J.1    Oja, E.2    Wang, L.3    Vigario, R.4    Joutsensalo, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.