메뉴 건너뛰기




Volumn 87, Issue 8, 2007, Pages 1978-1992

Filtering by optimal projection and application to automatic artifact removal from EEG

Author keywords

AFOP; Artifact removal; Automatic; CSSD; EEG; Filtering; FOP

Indexed keywords

AUTOMATION; COMMUNICATION CHANNELS (INFORMATION THEORY); ELECTROENCEPHALOGRAPHY; FREQUENCY BANDS; LEAST SQUARES APPROXIMATIONS; MUSCLE; OPTIMIZATION; PATHOLOGY;

EID: 34247218119     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2007.01.026     Document Type: Article
Times cited : (28)

References (26)
  • 1
    • 34247216728 scopus 로고    scopus 로고
    • J. Knight, Signal fraction analysis and artifact removal in EEG, Master's thesis, Colorado State University, 2003.
  • 2
    • 33751312884 scopus 로고    scopus 로고
    • W. Hamadene, L. Peyrodie, C. Vasseur, Exploring the nonlinear dynamics of EEG signals, in: Canadian Conference on Electrical and Computer Engineering, 2005, pp. 354-357.
  • 3
    • 0030961890 scopus 로고    scopus 로고
    • Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition
    • Lagerlund T., Sharbrough F., and Busacker N. Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition. J. Clinical Neurophysiol. 14 1 (1997) 73-82
    • (1997) J. Clinical Neurophysiol. , vol.14 , Issue.1 , pp. 73-82
    • Lagerlund, T.1    Sharbrough, F.2    Busacker, N.3
  • 4
    • 0025930985 scopus 로고
    • The quantitative extraction and topographic mapping of the abnormal components in the clinical EEG
    • Koles Z. The quantitative extraction and topographic mapping of the abnormal components in the clinical EEG. Electroencephalography Clinical Neurophysiol. 79 6 (1991) 440-446
    • (1991) Electroencephalography Clinical Neurophysiol. , vol.79 , Issue.6 , pp. 440-446
    • Koles, Z.1
  • 5
    • 33644886576 scopus 로고    scopus 로고
    • A system for automatic artifact removal in ictal scalp EEG based on independent component analysis and Bayesian classification
    • Levan P., Urrestarazu E., and Gotman J. A system for automatic artifact removal in ictal scalp EEG based on independent component analysis and Bayesian classification. Clinical Neurophysiol. 117 4 (2006) 912-927
    • (2006) Clinical Neurophysiol. , vol.117 , Issue.4 , pp. 912-927
    • Levan, P.1    Urrestarazu, E.2    Gotman, J.3
  • 6
    • 0032947239 scopus 로고    scopus 로고
    • Common spatial subspace decomposition applied to analysis of brain responses under multiple task conditions: a simulation study
    • Wang Y., Berg P., and Scherg M. Common spatial subspace decomposition applied to analysis of brain responses under multiple task conditions: a simulation study. Clinical Neurophysiol. 110 4 (1999) 604-614
    • (1999) Clinical Neurophysiol. , vol.110 , Issue.4 , pp. 604-614
    • Wang, Y.1    Berg, P.2    Scherg, M.3
  • 7
    • 0026191274 scopus 로고
    • Blind separation of sources, part I: an adaptive algorithm based on neuromimetic architecture
    • Herault J., and Jutten C. Blind separation of sources, part I: an adaptive algorithm based on neuromimetic architecture. Signal Processing 24 1 (1991) 1-10
    • (1991) Signal Processing , vol.24 , Issue.1 , pp. 1-10
    • Herault, J.1    Jutten, C.2
  • 8
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell A., and Sejnowski T. An information-maximization approach to blind separation and blind deconvolution. Neural Computation 7 6 (1995) 1129-1159
    • (1995) Neural Computation , vol.7 , Issue.6 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 9
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: algorithms and applications
    • Hyvarinen A., and Oja E. Independent component analysis: algorithms and applications. Neural Networks 13 4 (2000) 411-430
    • (2000) Neural Networks , vol.13 , Issue.4 , pp. 411-430
    • Hyvarinen, A.1    Oja, E.2
  • 10
    • 0000466122 scopus 로고    scopus 로고
    • Survey on independent component analysis
    • Hyvarinen A. Survey on independent component analysis. Neural Computing Surveys 2 (1999) 94-128
    • (1999) Neural Computing Surveys , vol.2 , pp. 94-128
    • Hyvarinen, A.1
  • 11
    • 1942472547 scopus 로고    scopus 로고
    • Automatic removal of eye movement and blink artifacts from EEG data using blind component separation
    • Joyce C., Gorodnitsky I., and Kutas M. Automatic removal of eye movement and blink artifacts from EEG data using blind component separation. Psychophysiology 41 2 (2004) 313-325
    • (2004) Psychophysiology , vol.41 , Issue.2 , pp. 313-325
    • Joyce, C.1    Gorodnitsky, I.2    Kutas, M.3
  • 12
    • 33750134746 scopus 로고    scopus 로고
    • N. Bouzida, L. Peyrodie, C. Vasseur, ICA and a gauge of filter for the automatic filtering of an EEG signal, in: IJCNN'05 Proceedings, IEEE International Joint Conference on Neural Networks, vol. 4, 2005, pp. 2508-2513.
  • 13
    • 33645004119 scopus 로고    scopus 로고
    • Automatic removal of the eye blink artifact from EEG using an ICA-based template matching approach
    • Li Y., Ma Z., Lu W., and Li Y. Automatic removal of the eye blink artifact from EEG using an ICA-based template matching approach. Physiol. Meas. 27 4 (2006) 425
    • (2006) Physiol. Meas. , vol.27 , Issue.4 , pp. 425
    • Li, Y.1    Ma, Z.2    Lu, W.3    Li, Y.4
  • 14
    • 0036550546 scopus 로고    scopus 로고
    • Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis
    • Vorobyov S., and Cichocki A. Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis. Biological Cybernetics 86 4 (2002) 293-303
    • (2002) Biological Cybernetics , vol.86 , Issue.4 , pp. 293-303
    • Vorobyov, S.1    Cichocki, A.2
  • 15
    • 0042819875 scopus 로고    scopus 로고
    • Temporally constrained ICA: an application to artifact rejection in electromagnetic brain signal analysis
    • James C., and Gibson O. Temporally constrained ICA: an application to artifact rejection in electromagnetic brain signal analysis. IEEE Trans. Biomedical Eng. 50 9 (2003) 1108-1116
    • (2003) IEEE Trans. Biomedical Eng. , vol.50 , Issue.9 , pp. 1108-1116
    • James, C.1    Gibson, O.2
  • 16
    • 34047127344 scopus 로고    scopus 로고
    • S. Boudet, L. Peyrodie, P. Galois, C. Vasseur, A global approach for automatic artifact removal for standard EEG record, 28th Annual International Conference of the IEEE-EMBS, 2006, pp. 5719-5722.
  • 19
    • 0006488780 scopus 로고
    • Algorithm for the symmetric generalized eigenvalue problem
    • Bunse-Gerstner A. Algorithm for the symmetric generalized eigenvalue problem. Linear Algebra Appl. 58 (1984) 43-68
    • (1984) Linear Algebra Appl. , vol.58 , pp. 43-68
    • Bunse-Gerstner, A.1
  • 20
    • 34247263882 scopus 로고    scopus 로고
    • E. Anderson, A. McKenney, D. Sorensen, Z. Bai, C. Bischof, L. Blackford, J. Demmel, J. Dongarra, J. Du Croz, S. Hammarling, et al., LAPACK Users' guide, Society for Industrial and Applied Mathematics Philadelphia, PA, USA. 〈URL http://www.netlib.org/lapack/lug/lapack_lug.html〉, 1999.
  • 21
    • 0023756085 scopus 로고
    • Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials
    • Farwell L., and Donchin E. Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalography Clinical Neurophysiol. 70 6 (1988) 510-523
    • (1988) Electroencephalography Clinical Neurophysiol. , vol.70 , Issue.6 , pp. 510-523
    • Farwell, L.1    Donchin, E.2
  • 22
    • 0034210646 scopus 로고    scopus 로고
    • The mental prosthesis: assessing the speed of a P300-based brain computer interface
    • Donchin E., Spencer K., and Wijesinghe R. The mental prosthesis: assessing the speed of a P300-based brain computer interface. IEEE Trans. Rehabilitation Eng. 8 2 (2000) 174-179
    • (2000) IEEE Trans. Rehabilitation Eng. , vol.8 , Issue.2 , pp. 174-179
    • Donchin, E.1    Spencer, K.2    Wijesinghe, R.3
  • 23
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • 〈URL http://sccn.ucsd.edu/eeglab〉
    • Delorme A., and Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 134 1 (2004) 9-21. http://sccn.ucsd.edu/eeglab 〈URL http://sccn.ucsd.edu/eeglab〉
    • (2004) J. Neurosci. Methods , vol.134 , Issue.1 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 25
    • 0014595759 scopus 로고
    • Distribution of eye movement and eyeblink potentials over the scalp
    • Overton D., and Shagass C. Distribution of eye movement and eyeblink potentials over the scalp. Electroencephalography Clinical Neurophysiol. 27 5 (1969) 546
    • (1969) Electroencephalography Clinical Neurophysiol. , vol.27 , Issue.5 , pp. 546
    • Overton, D.1    Shagass, C.2
  • 26
    • 33846629898 scopus 로고    scopus 로고
    • Improved rejection of artifacts from EEG data using high-order statistics and independent component analysis
    • Delorme A., Jung T., Sejnowski T., and Makeig S. Improved rejection of artifacts from EEG data using high-order statistics and independent component analysis. Neuroimage 34 (2007) 1443-1449
    • (2007) Neuroimage , vol.34 , pp. 1443-1449
    • Delorme, A.1    Jung, T.2    Sejnowski, T.3    Makeig, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.