30
S.-P. Kim
35. D.A. Engemann, A. Gramfort, Automated model selection in covariance estimation and spatial
whitening of MEG and EEG signals. NeuroImage 108, 328–342 (2015)
36. I.D. Evans, G. Jamieson, R. Croft, T.T. Pham, Empirically validating fully automated EOG
artifact correction using independent components analysis, in Abstracts of the ACNS-2012
Australasian Cognitive Neuroscience Conference (2012)
37. F. Farzan, S. Atluri, M. Frehlich, P. Dhami, K. Kleffner, R. Price, R.W. Lam, B.N. Frey,
R. Milev, A. Ravindran, Standardization of electroencephalography for multi-site, multiplatform and multi-investigator studies: insights from the canadian biomarker integration
network in depression. Sci. Rep. 7, 7473 (2017)
38. T.C. Ferree, Spherical splines and average referencing in scalp electroencephalography. Brain
Topogr. 19, 43–52 (2006)
39. S.P. Fitzgibbon, D.M. Powers, K.J. Pope, C.R. Clark, Removal of EEG noise and artifact
using blind source separation. J. Clin. Neurophysiol. 24, 232–243 (2007)
40. E. Florin, J. Gross, J. Pfeifer, G.R. Fink, L. Timmermann, The effect of filtering on Granger
causality based multivariate causality measures. NeuroImage 50, 577–588 (2010)
41. W.J. Freeman, Mechanism and significance of global coherence in scalp EEG. Curr. Opin.
Neurobiol. 31, 199–205 (2015)
42. G. Gómez-Herrero, W. De Clercq, H. Anwar, O. Kara, K. Egiazarian, S. Van Huffel, W.
Van Paesschen, Automatic removal of ocular artifacts in the EEG without an EOG reference
channel, in Abstracts of the Proceedings of the 7th Nordic (2006)
43. J. Gao, C. Zheng, P. Wang, Online removal of muscle artifact from electroencephalogram
signals based on canonical correlation analysis. Clin. EEG Neurosci. 41, 53–59 (2010)
44. I.I. Goncharova, D.J. McFarland, T.M. Vaughan, J.R. Wolpaw, EMG contamination of EEG:
spectral and topographical characteristics. Clin. Neurophysiol. 114, 1580–1593 (2003)
45. G. Gratton, M.G. Coles, E. Donchin, A new method for off-line removal of ocular artifact.
Electroencephalogr. Clin. Neurophysiol. 55, 468–484 (1983)
46. C. Guerrero-Mosquera, A. Navia-Vázquez, Automatic removal of ocular artefacts using adaptive filtering and independent component analysis for electroencephalogram data. IET Signal
Proc. 6, 99–106 (2012)
47. S.O. Haykin, Adaptive Filter Theory, 5th ed. (Pearson Higher (ed.), Upper Saddle River, New
Jersey, 2013)
48. S. Hu, M. Stead, G.A. Worrell, Automatic Identification and Removal of Scalp Reference Signal for Intracranial EEGs Based on Independent Component Analysis. IEEE Trans. Biomed.
Eng. 54, 1560–1572 (2007)
49. N.E. Huang, Z. Shen, S.R. Long, M.C. Wu, H.H. Shih, Q. Zheng, N.-C. Yen, C.C. Tung,
H.H. Liu, The empirical mode decomposition and the Hilbert spectrum for nonlinear and
non-stationary time series analysis, in Abstracts of the Proceedings of the Royal Society of
London A: Mathematical, Physical and Engineering Sciences (1998)
50. M.H. In, S.Y. Lee, T.S. Park, T.-S. Kim, M.H. Cho, Y.B. Ahn, Ballistocardiogram artifact
removal from EEG signals using adaptive filtering of EOG signals. Physiol. Meas. 27, 1227
(2006)
51. T. Inouye, S. Toi, Y. Matsumoto, A new segmentation method of electroencephalograms by
use of Akaike’s information criterion. Cogn. Brain. Res. 3, 33–40 (1995)
52. M.K. Islam, A. Rastegarnia, Z. Yang, Methods for artifact detection and removal from scalp
EEG: a review. Neurophysiol. Clin./Clin. Neurophysiol. 46, 287–305 (2016)
53. J. Jäger, A. Klein, M. Buhmann, W. Skrandies, Reconstruction of electroencephalographic
data using radial basis functions. Clin. Neurophysiol. 127, 1978–1983 (2016)
54. C.J. James, C.W. Hesse, Independent component analysis for biomedical signals. Physiol.
Meas. 26, R15 (2004)
55. C.A. Joyce, I.F. Gorodnitsky, M. Kutas, Automatic removal of eye movement and blink
artifacts from EEG data using blind component separation. Psychophysiology 41, 313–325
(2004)
56. T.-P. Jung, S. Makeig, C. Humphries, T.-W. Lee, M.J. Mckeown, V. Iragui, T.J. Sejnowski,
Removing electroencephalographic artifacts by blind source separation. Psychophysiology
37, 163–178 (2000)
S.-P. Kim
35. D.A. Engemann, A. Gramfort, Automated model selection in covariance estimation and spatial
whitening of MEG and EEG signals. NeuroImage 108, 328–342 (2015)
36. I.D. Evans, G. Jamieson, R. Croft, T.T. Pham, Empirically validating fully automated EOG
artifact correction using independent components analysis, in Abstracts of the ACNS-2012
Australasian Cognitive Neuroscience Conference (2012)
37. F. Farzan, S. Atluri, M. Frehlich, P. Dhami, K. Kleffner, R. Price, R.W. Lam, B.N. Frey,
R. Milev, A. Ravindran, Standardization of electroencephalography for multi-site, multiplatform and multi-investigator studies: insights from the canadian biomarker integration
network in depression. Sci. Rep. 7, 7473 (2017)
38. T.C. Ferree, Spherical splines and average referencing in scalp electroencephalography. Brain
Topogr. 19, 43–52 (2006)
39. S.P. Fitzgibbon, D.M. Powers, K.J. Pope, C.R. Clark, Removal of EEG noise and artifact
using blind source separation. J. Clin. Neurophysiol. 24, 232–243 (2007)
40. E. Florin, J. Gross, J. Pfeifer, G.R. Fink, L. Timmermann, The effect of filtering on Granger
causality based multivariate causality measures. NeuroImage 50, 577–588 (2010)
41. W.J. Freeman, Mechanism and significance of global coherence in scalp EEG. Curr. Opin.
Neurobiol. 31, 199–205 (2015)
42. G. Gómez-Herrero, W. De Clercq, H. Anwar, O. Kara, K. Egiazarian, S. Van Huffel, W.
Van Paesschen, Automatic removal of ocular artifacts in the EEG without an EOG reference
channel, in Abstracts of the Proceedings of the 7th Nordic (2006)
43. J. Gao, C. Zheng, P. Wang, Online removal of muscle artifact from electroencephalogram
signals based on canonical correlation analysis. Clin. EEG Neurosci. 41, 53–59 (2010)
44. I.I. Goncharova, D.J. McFarland, T.M. Vaughan, J.R. Wolpaw, EMG contamination of EEG:
spectral and topographical characteristics. Clin. Neurophysiol. 114, 1580–1593 (2003)
45. G. Gratton, M.G. Coles, E. Donchin, A new method for off-line removal of ocular artifact.
Electroencephalogr. Clin. Neurophysiol. 55, 468–484 (1983)
46. C. Guerrero-Mosquera, A. Navia-Vázquez, Automatic removal of ocular artefacts using adaptive filtering and independent component analysis for electroencephalogram data. IET Signal
Proc. 6, 99–106 (2012)
47. S.O. Haykin, Adaptive Filter Theory, 5th ed. (Pearson Higher (ed.), Upper Saddle River, New
Jersey, 2013)
48. S. Hu, M. Stead, G.A. Worrell, Automatic Identification and Removal of Scalp Reference Signal for Intracranial EEGs Based on Independent Component Analysis. IEEE Trans. Biomed.
Eng. 54, 1560–1572 (2007)
49. N.E. Huang, Z. Shen, S.R. Long, M.C. Wu, H.H. Shih, Q. Zheng, N.-C. Yen, C.C. Tung,
H.H. Liu, The empirical mode decomposition and the Hilbert spectrum for nonlinear and
non-stationary time series analysis, in Abstracts of the Proceedings of the Royal Society of
London A: Mathematical, Physical and Engineering Sciences (1998)
50. M.H. In, S.Y. Lee, T.S. Park, T.-S. Kim, M.H. Cho, Y.B. Ahn, Ballistocardiogram artifact
removal from EEG signals using adaptive filtering of EOG signals. Physiol. Meas. 27, 1227
(2006)
51. T. Inouye, S. Toi, Y. Matsumoto, A new segmentation method of electroencephalograms by
use of Akaike’s information criterion. Cogn. Brain. Res. 3, 33–40 (1995)
52. M.K. Islam, A. Rastegarnia, Z. Yang, Methods for artifact detection and removal from scalp
EEG: a review. Neurophysiol. Clin./Clin. Neurophysiol. 46, 287–305 (2016)
53. J. Jäger, A. Klein, M. Buhmann, W. Skrandies, Reconstruction of electroencephalographic
data using radial basis functions. Clin. Neurophysiol. 127, 1978–1983 (2016)
54. C.J. James, C.W. Hesse, Independent component analysis for biomedical signals. Physiol.
Meas. 26, R15 (2004)
55. C.A. Joyce, I.F. Gorodnitsky, M. Kutas, Automatic removal of eye movement and blink
artifacts from EEG data using blind component separation. Psychophysiology 41, 313–325
(2004)
56. T.-P. Jung, S. Makeig, C. Humphries, T.-W. Lee, M.J. Mckeown, V. Iragui, T.J. Sejnowski,
Removing electroencephalographic artifacts by blind source separation. Psychophysiology
37, 163–178 (2000)