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Volumn 1, Issue , 2003, Pages 769-774

PCA and ICA neural implementations for source separation - A comparative study

Author keywords

Independent component analysis (ICA); Neural network (NN); Principal component analysis (PCA)

Indexed keywords

ALGORITHMS; BRAIN; DATA REDUCTION; INDEPENDENT COMPONENT ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

EID: 0141796363     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (20)
  • 1
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    • J.-F. Cardoso, Blind signal separation: Statistical principles. Proc. IEEE 9, 10, 1998, pp. 2009-2025.
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  • 2
    • 0028416938 scopus 로고
    • Independent component analysis, A new concept?
    • P. Comon, Independent component analysis, A new concept? Signal Processing, 36, 1994, pp. 287-314.
    • (1994) Signal Processing , vol.36 , pp. 287-314
    • Comon, P.1
  • 6
    • 0002580546 scopus 로고    scopus 로고
    • Neural approaches to independent component analysis and source separation
    • April 24-26, Bruges, Belgium (invited paper)
    • J. Karhunen, Neural approaches to independent component analysis and source separation, Proc. 4th European Symposium on Artificial Neural Networks (ESANN'96), April 24-26, 1996, Bruges, Belgium, pp. 249-266 (invited paper).
    • (1996) Proc. 4th European Symposium on Artificial Neural Networks (ESANN'96) , pp. 249-266
    • Karhunen, J.1
  • 7
    • 0003168213 scopus 로고
    • Learning in nonlinear Hebbian networks
    • T. Kohonen et al. (Eds)., Amsterdam, North-Holand
    • E. Oja, H. Ogawa, J. Wangviwattana, Learning in nonlinear Hebbian networks, Artificial Neural Networks (Proc. ICANN'91), T. Kohonen et al. (Eds)., Amsterdam, North-Holand, 1991, pp. 385-390.
    • (1991) Artificial Neural Networks (Proc. ICANN'91) , pp. 385-390
    • Oja, E.1    Ogawa, H.2    Wangviwattana, J.3
  • 8
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • A. Bell and T. Sejnowski, An information-maximization approach to blind separation and blind deconvolution, Neural Computation, 7, 1995, pp. 1129-1159.
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 11
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • A. Hyvärinen, E. Oja, A fast fixed-point algorithm for independent component analysis. Neural Computation, 9, 1997, pp. 1483-1492.
    • (1997) Neural Computation , vol.9 , pp. 1483-1492
    • Hyvärinen, A.1    Oja, E.2
  • 16
    • 0030417779 scopus 로고    scopus 로고
    • Equivariant Adaptive Source Separation
    • J.-F. Cardoso, B.H. Laheld, Equivariant Adaptive Source Separation. IEEE T. Signal Processing. 44, 12, 1996, pp. 3017-3030.
    • (1996) IEEE T. Signal Processing , vol.44 , Issue.12 , pp. 3017-3030
    • Cardoso, J.-F.1    Laheld, B.H.2
  • 18
    • 85041876713 scopus 로고    scopus 로고
    • L.Ingber, Lester Ingber's archive available at http://www.ingber.com/smni_eeg_data.html.
    • Ingber, L.1
  • 19
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    • Brain Research Unit, Helsinki
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    • Hari, R.1    Jousmäki, V.2
  • 20
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    • SPM Central, Wellcome Department of Cognitive Neurology, University College London, UK
    • Statistical Parametric Mapping, SPM Central, Wellcome Department of Cognitive Neurology, University College London, UK, http://www.fil.ion.ucl.ac.uk/spm.
    • Statistical Parametric Mapping


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.