메뉴 건너뛰기




Volumn 115, Issue 5, 2004, Pages 1220-1232

Optimization of an independent component analysis approach for artifact identification and removal in magnetoencephalographic signals

Author keywords

Automatic detection; Blind source separation; Discrepancy; Independent component analysis

Indexed keywords

ALGORITHM; ANALYTIC METHOD; ARTICLE; ARTIFACT; DATA ANALYSIS; ELECTROCARDIOGRAM; ELECTRONEUROLOGY; ELECTROOCULOGRAM; EVALUATION; INFORMATION PROCESSING; MAGNETOENCEPHALOGRAPHY; NOISE REDUCTION; PRIORITY JOURNAL; SIGNAL TRANSDUCTION; STATISTICAL ANALYSIS;

EID: 1842455280     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2003.12.015     Document Type: Article
Times cited : (249)

References (25)
  • 1
    • 0034316221 scopus 로고    scopus 로고
    • A robust whitening procedure in blind source separation context
    • Belouchrani A., Cichocki A. A robust whitening procedure in blind source separation context. Electronic Lett. 36:2000;2050-2051.
    • (2000) Electronic Lett , vol.36 , pp. 2050-2051
    • Belouchrani, A.1    Cichocki, A.2
  • 3
    • 0033733410 scopus 로고    scopus 로고
    • Blind separation of nonstationary sources in noisy mixtures
    • Choi S., Cichocki A. Blind separation of nonstationary sources in noisy mixtures. Electronic Lett. 36:2000;848-849.
    • (2000) Electronic Lett , vol.36 , pp. 848-849
    • Choi, S.1    Cichocki, A.2
  • 7
    • 0035663262 scopus 로고    scopus 로고
    • Magnetoencephalography - A non-invasive brain imaging method with 1 ms time resolution
    • Del Gratta C., Pizzella V., Tecchio F., Romani G.-L. Magnetoencephalography - a non-invasive brain imaging method with 1 ms time resolution. Rep Prog Phys. 64:2001;1759-1814.
    • (2001) Rep Prog Phys , vol.64 , pp. 1759-1814
    • Del Gratta, C.1    Pizzella, V.2    Tecchio, F.3    Romani, G.-L.4
  • 8
    • 84870505723 scopus 로고    scopus 로고
    • EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • in press
    • Delorme A., Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods. 2003;. in press.
    • (2003) J Neurosci Methods
    • Delorme, A.1    Makeig, S.2
  • 10
    • 77951343374 scopus 로고
    • Etude électrocorticographique de la réactivité des rhythmes rolandiques
    • Gastaut H. Etude électrocorticographique de la réactivité des rhythmes rolandiques. Rev Neurol. 87:1952;176-182.
    • (1952) Rev Neurol , vol.87 , pp. 176-182
    • Gastaut, H.1
  • 12
    • 0031060037 scopus 로고    scopus 로고
    • Human cortical oscillations: A neuromagnetic view through the skull
    • Hari R., Salmelin R. Human cortical oscillations: a neuromagnetic view through the skull. Trends Neurosci. 20:1997;44-49.
    • (1997) Trends Neurosci , vol.20 , pp. 44-49
    • Hari, R.1    Salmelin, R.2
  • 13
    • 0041324208 scopus 로고    scopus 로고
    • Gaussian moments for noisy independent component analysis
    • Hyvärinen A. Gaussian moments for noisy independent component analysis. IEEE Signal Process Lett. 6:(6):1999;145-147.
    • (1999) IEEE Signal Process Lett , vol.6 , Issue.6 , pp. 145-147
    • Hyvärinen, A.1
  • 15
    • 0034551787 scopus 로고    scopus 로고
    • Independent component analysis for noisy data - MEG data analysis
    • Ikeda S., Toyama K. Independent component analysis for noisy data - MEG data analysis. Neural Networks. 13:(10):2000;1063-1074.
    • (2000) Neural Networks , vol.13 , Issue.10 , pp. 1063-1074
    • Ikeda, S.1    Toyama, K.2
  • 16
    • 0034307938 scopus 로고    scopus 로고
    • Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects
    • Jung T.P., Makeig S., Westerfield M., Townsend J., Courchesne E., Sejnowski T.J. Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects. Clin Neurophysiol. 111:2000;1745-1758.
    • (2000) Clin Neurophysiol , vol.111 , pp. 1745-1758
    • Jung, T.P.1    Makeig, S.2    Westerfield, M.3    Townsend, J.4    Courchesne, E.5    Sejnowski, T.J.6
  • 17
    • 85078284647 scopus 로고    scopus 로고
    • Independent component analysis of electroencephalographic data
    • M.I. Jordan, M.J. Kearns, Solla S.A. Cambridge, MA: MIT Press
    • Makeig S., Bell A.J., Jung T.P., Sejnowski T.J. Independent component analysis of electroencephalographic data. Jordan M.I., Kearns M.J., Solla S.A. Advances in neural information processing systems. vol. 8:1996;145-151 MIT Press, Cambridge, MA.
    • (1996) Advances in Neural Information Processing Systems , vol.8 , pp. 145-151
    • Makeig, S.1    Bell, A.J.2    Jung, T.P.3    Sejnowski, T.J.4
  • 18
    • 0031911134 scopus 로고    scopus 로고
    • Roles of attention, memory and motor preparation in modulating brain activity in a spatial working memory task
    • Okada Y.C., Salenius S. Roles of attention, memory and motor preparation in modulating brain activity in a spatial working memory task. Cereb Cortex. 8:1998;80-96.
    • (1998) Cereb Cortex , vol.8 , pp. 80-96
    • Okada, Y.C.1    Salenius, S.2
  • 19
    • 0030869712 scopus 로고    scopus 로고
    • Spatial properties and interhemispheric differences of the sensory hand cortical representation: A neuromagnetic study
    • Tecchio F., Rossini P.M., Pizzella V., Cassetta E., Romani G.-L. Spatial properties and interhemispheric differences of the sensory hand cortical representation: a neuromagnetic study. Brain Res. 767:1997;100-108.
    • (1997) Brain Res , vol.767 , pp. 100-108
    • Tecchio, F.1    Rossini, P.M.2    Pizzella, V.3    Cassetta, E.4    Romani, G.-L.5
  • 21
    • 84898962644 scopus 로고    scopus 로고
    • Independent component analysis for identification of artifacts in magnetoencephalographic recordings
    • M.I. Jordan, M.J. Kearns, Solla S.A. Cambridge, MA: MIT Press
    • Vigario R., Jousmaki V., Hamalainen M., Hari R., Oja E. Independent component analysis for identification of artifacts in magnetoencephalographic recordings. Jordan M.I., Kearns M.J., Solla S.A. Advances in neural information processing systems. vol. 10:1997;229-235 MIT Press, Cambridge, MA.
    • (1997) Advances in Neural Information Processing Systems , vol.10 , pp. 229-235
    • Vigario, R.1    Jousmaki, V.2    Hamalainen, M.3    Hari, R.4    Oja, E.5
  • 22
    • 0036550546 scopus 로고    scopus 로고
    • Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis
    • Vorobyov S., Cichocki A. Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis. Biol Cybernet. 86:2002;293-303.
    • (2002) Biol Cybernet , vol.86 , pp. 293-303
    • Vorobyov, S.1    Cichocki, A.2
  • 24
    • 0033982156 scopus 로고    scopus 로고
    • Artifact reduction in magnetoneurography based on time-delayed second-order correlations
    • Ziehe A., Nolte G., Sander T., Muller K.R., Curio G. Artifact reduction in magnetoneurography based on time-delayed second-order correlations. IEEE Trans Biomed Eng. 47:(1):2000;75-87.
    • (2000) IEEE Trans Biomed Eng , vol.47 , Issue.1 , pp. 75-87
    • Ziehe, A.1    Nolte, G.2    Sander, T.3    Muller, K.R.4    Curio, G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.