메뉴 건너뛰기




Volumn 48, Issue 1-2, 2007, Pages 161-171

Overcomplete independent component analysis via linearly constrained minimum variance spatial filtering

Author keywords

Beamforming; Blind source separation; Denoising; EEG; Event related fields; Event related potentials; Independent component analysis; MEG; Overcomplete; Underdetermined

Indexed keywords

BEAMFORMING; BLIND SOURCE SEPARATION; CONSTRAINED OPTIMIZATION; MATHEMATICAL MODELS; SENSORS;

EID: 34547341037     PISSN: 13875485     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11265-006-0028-3     Document Type: Conference Paper
Times cited : (3)

References (20)
  • 1
    • 31344465605 scopus 로고    scopus 로고
    • R. Boscolo, H. Pan, and V. P. Roychowdhury, Beyond Comon's Identifiability Theorem for Independent Component Analysis, Artifical Neural Networks - ICANN 2002 Lecture Notes in Computer Science, 2415, 2002, pp. 1119-1124.
    • R. Boscolo, H. Pan, and V. P. Roychowdhury, "Beyond Comon's Identifiability Theorem for Independent Component Analysis," Artifical Neural Networks - ICANN 2002 Lecture Notes in Computer Science, vol. 2415, 2002, pp. 1119-1124.
  • 3
    • 0032187518 scopus 로고    scopus 로고
    • Blind Signal Separation: Statistical Principles
    • J. F. Cardoso, "Blind Signal Separation: Statistical Principles," Proc. IEEE, vol. 86, 1998, pp. 2009-2025.
    • (1998) Proc. IEEE , vol.86 , pp. 2009-2025
    • Cardoso, J.F.1
  • 4
    • 0027812550 scopus 로고
    • Blind Beamforming for Non-Oaussian Signals
    • J. F. Cardoso and A. Souloumiac, "Blind Beamforming for Non-Oaussian Signals," IEE Proc. F, vol. 140, 1993, pp. 362-370.
    • (1993) IEE Proc. F , vol.140 , pp. 362-370
    • Cardoso, J.F.1    Souloumiac, A.2
  • 5
    • 0028416938 scopus 로고
    • Independent Component Analysis, A New Concept?
    • P. Comon," Independent Component Analysis, A New Concept?," Signal Process., vol. 36, 1994, pp. 287-314.
    • (1994) Signal Process , vol.36 , pp. 287-314
    • Comon, P.1
  • 6
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: An Open Source Toolbox for Analysis of Single-trial EEC Dynamics
    • A. Delorme and S. Makeig, "EEGLAB: An Open Source Toolbox for Analysis of Single-trial EEC Dynamics," J. Neurosci, Methods, vol. 134, 2004, pp. 9-21.
    • (2004) J. Neurosci, Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 7
    • 0032216898 scopus 로고    scopus 로고
    • The Geometry of Algorithms with Orthogonality Constraints
    • A. Edelman, T. A. Arias, and S. T. Smith, "The Geometry of Algorithms with Orthogonality Constraints," SIAM J. Matrix Anal. Appl., vol. 20, no. 2, 1998, pp. 303-353.
    • (1998) SIAM J. Matrix Anal. Appl , vol.20 , Issue.2 , pp. 303-353
    • Edelman, A.1    Arias, T.A.2    Smith, S.T.3
  • 9
    • 0032785689 scopus 로고    scopus 로고
    • Linear Transformations of Data Space in MEG
    • J. Gross and A. A. loannides, "Linear Transformations of Data Space in MEG," Phys. Med. Biol., vol. 44, 1999, pp. 2081-2097.
    • (1999) Phys. Med. Biol , vol.44 , pp. 2081-2097
    • Gross, J.1    loannides, A.A.2
  • 10
    • 31344438447 scopus 로고    scopus 로고
    • Subspace Identification through Blind Source Separation
    • M. Grosse-Wentrup and M. Buss, "Subspace Identification through Blind Source Separation," IEEE Signal Process. Lett., vol. 13, no. 2, 2006, pp. 100-103.
    • (2006) IEEE Signal Process. Lett , vol.13 , Issue.2 , pp. 100-103
    • Grosse-Wentrup, M.1    Buss, M.2
  • 11
    • 0042819875 scopus 로고    scopus 로고
    • Temporally Constrained ICA; An Application to Artifact Rejection in Electromagnetic Brain Signal Analysis
    • C. J. James and O. J. Gibson, "Temporally Constrained ICA; An Application to Artifact Rejection in Electromagnetic Brain Signal Analysis," IEEE Trans. Biomed. Eng., vol. 50, 2003, pp. 1108-1116.
    • (2003) IEEE Trans. Biomed. Eng , vol.50 , pp. 1108-1116
    • James, C.J.1    Gibson, O.J.2
  • 12
    • 0033556834 scopus 로고    scopus 로고
    • Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources
    • T. W. Lee, M. Girolami, and T. J. Sejnowski, "Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources," Neural Comput., vol. 11, 1999, pp. 417-441.
    • (1999) Neural Comput , vol.11 , pp. 417-441
    • Lee, T.W.1    Girolami, M.2    Sejnowski, T.J.3
  • 13
    • 0032624821 scopus 로고    scopus 로고
    • Blind Source Separation of More Sources Than Mixtures Using Overcomplete Representations
    • T. W. Lee, M. S. Lewicki, M. Girolami, and T. J. Sejnowski, "Blind Source Separation of More Sources Than Mixtures Using Overcomplete Representations," IEEE Signal Process. Lett., vol. 6, 1999, pp. 87-90.
    • (1999) IEEE Signal Process. Lett , vol.6 , pp. 87-90
    • Lee, T.W.1    Lewicki, M.S.2    Girolami, M.3    Sejnowski, T.J.4
  • 16
    • 33645131764 scopus 로고    scopus 로고
    • A Graphical Model for Estimating Stimulusevoked Brain Responses from Magnetoencephalography Data with Large Background Brain Activity
    • S. S. Nagarajan, H. T. Attias, and K. E. Hild II, and K. Sekihara, "A Graphical Model for Estimating Stimulusevoked Brain Responses from Magnetoencephalography Data with Large Background Brain Activity," NeuroImage, vol. 30, 2006, pp. 400-416.
    • (2006) NeuroImage , vol.30 , pp. 400-416
    • Nagarajan, S.S.1    Attias, H.T.2    Hild II, K.E.3    Sekihara, K.4
  • 17
    • 0036753896 scopus 로고    scopus 로고
    • Geometric Source Separation: Merging Convolutive Source Separation with Geometric Beamforming
    • L. C. Parra and C. V. Alvino, "Geometric Source Separation: Merging Convolutive Source Separation with Geometric Beamforming," IEEE Trans. Speech Audio Process., vol. 10, 2002, pp. 352-362.
    • (2002) IEEE Trans. Speech Audio Process , vol.10 , pp. 352-362
    • Parra, L.C.1    Alvino, C.V.2
  • 19
    • 84984552597 scopus 로고    scopus 로고
    • Localization of Brain Electrical Activity via Linearly Constrained Minimum Variance Spatial Filtering
    • B. D. van Veen, W. van Drongelen, M. Yuchtman, and A. Suzuki, "Localization of Brain Electrical Activity via Linearly Constrained Minimum Variance Spatial Filtering," IEEE Trans. Biomed. Eng., vol. 44, 1997, pp. 867-880.
    • (1997) IEEE Trans. Biomed. Eng , vol.44 , pp. 867-880
    • van Veen, B.D.1    van Drongelen, W.2    Yuchtman, M.3    Suzuki, A.4
  • 20
    • 0033625632 scopus 로고    scopus 로고
    • Independent Component Analysis for EEG Source Localization - An Algorithm that Reduces the Complexity of Localizing Multiple Neural Sources
    • L. Zhukov, D. Weinstein, and C. Johnson, "Independent Component Analysis for EEG Source Localization - An Algorithm that Reduces the Complexity of Localizing Multiple Neural Sources," IEEE Eng. Med. Biol. Mag., vol. 19, 2000, pp. 87-96.
    • (2000) IEEE Eng. Med. Biol. Mag , vol.19 , pp. 87-96
    • Zhukov, L.1    Weinstein, D.2    Johnson, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.