Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects

Clinical Neurophysiology

Volumn 111, Issue 10, 2000, Pages 1745-1758

  Jung, Tzyy Ping ^a,b   Makeig, Scott ^a,c   Westerfield, Marissa ^a,d   Townsend, Jeanne ^a,d   Courchesne, Eric ^a,d   Sejnowski, Terrence J ^a,b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b HOWARD HUGHES MEDICAL INSTITUTE   (United States)

^c NAVAL MEDICAL CENTER SAN DIEGO   (United States)

^d RADY CHILDREN'S HOSPITAL   (United States)

Author keywords

Artifact removal; Electrooculographic; Event related potential; Independent component analysis; Single trial event related potentials

Indexed keywords

ADULT; ARTICLE; ARTIFACT REDUCTION; AUTISM; BLINKING; CLINICAL ARTICLE; CLINICAL TRIAL; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; ELECTROOCULOGRAPHY; EVENT RELATED POTENTIAL; EYE MOVEMENT; FEMALE; HUMAN; HUMAN CELL; HUMAN TISSUE; MALE; NERVE CELL NETWORK; PRIORITY JOURNAL;

NON-PROGRAMMATIC;

ADULT; ARTIFACTS; AUTISTIC DISORDER; BLINKING; BRAIN; BRAIN MAPPING; CEREBROVASCULAR ACCIDENT; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; EVOKED POTENTIALS, VISUAL; FEMALE; HUMANS; MALE; OCULAR PHYSIOLOGY;

EID: 0034307938     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1388-2457(00)00386-2     Document Type: Article

References (38)

1. Diagnostic and statistical manual of mental disorders. 3rd ed. revised :1987;American Psychiatric Association, Washington, DC.
2. Bell A.J., Sejnowski T.J. An information-maximization approach to blind separation and blind deconvolution. Neural Computation. 7:1995;1129-1159.
3. Berg P., Scherg M. Dipole models of eye activity and its application to the removal of eye artifacts from the EEG ad MEG. Clin Physiol Meas. 12:(Suppl A):1991;49-54.
4. Berg P., Scherg M. A multiple source approach to the correction of eye artifacts. Electroenceph clin Neurophysiol. 90:(3):1994;229-241.
5. Comon P. Independent component analysis - a new concept? Signal Processing. 36:(3):1994;287-314.
6. Friston K.J., Fletcher P., Josephs O., Holmes A., Rugg M.D., Turner R. Event-related fMRI: characterizing differential responses. Neuroimage. 7:(1):1998;30-40.
7. Girolami M. An alternative perspective on adaptive independent component analysis algorithms. Neural Computation. 10:(8):1998;2103-2114.
8. Hécaen H. Clinical symptomatology in right and left hemisphere lesions. Mountcastle V.B. Interhemispheric relation and cerebral dominance. 1962;John Hopkins University Press, Baltimore, MD.
9. Hillyard S.A., Galambos R. Eye-movement artifact in the CNV. Electroenceph clin Neurophysiol. 28:(2):1970;173-182.
10. Jung T.-P., Humphries C., Lee T.-W., Makeig S., McKeown M.J., Iragui V., Sejnowski T.J. Extended ICA removes artifacts from electroencephalographic data. Adv Neural Info Processing Systems. 10:1998;894-900.
11. Jung T.-P., Humphries C., Lee T.-W., Makeig S., McKeown M.J., Iragui V., Sejnowski T.J. Removing electroencephalographic artifacts: comparison between ICA and PCA. Neural Networks Signal Processing. VIII:1998;63-72.
12. Jung T.-P., Makeig S., Bell A.J., Sejnowski T.J. Independent component analysis of electroencephalographic and event-related potential data. Poon P., Brugge J. Auditory processing and neural modeling. 1998;189-197 Plenum Press, New York.
13. Jung T.-P., Makeig S., Westerfield M., Townsend J., Courchesne E., Sejnowski T.J. Analyzing and visualizing single-trial event-related potentials. Adv Neural Info Processing Systems. 11:1999;118-124.
14. Jung T.-P., Makeig S., Humphries C., Lee T.-W., McKeown M.J., Iragui V., Sejnowski T.J. Removing electroencephalographic artifacts by blind source separation. Psychophysiology. 37:2000;163-178.
15. Kenemans J.L., Verbaten M.N., Roelofs J.W., Slangen J.L. "Initial-" and "change-orienting reactions": an analysis based on visual single-trial event-related potentials. Biol Psychol. 28:(3):1989;199-226.
16. Kenemans J.L., Molenaar P., Verbaten M.N., Slangen J.L. Removal of the ocular artifact from the EEG: a comparison of time and frequency domain methods with simulated and real data. Psychophysiology. 28:(1):1991;114-121.
17. Ládavas E., Zeloni G., Zaccara G., Gangemi P. Eye movements and orienting of attention in patients with visual neglect. J Cog Neurosci. 9:(1):1997;67-74.
18. Lagerlund T.D., Sharbrough F.W., Busacker N.E. Spatial filtering of multichannel electroencephalographic recordings through principal component analysis by singular value decomposition. J Clin Neurophysiol. 14:(1):1997;73-82.
19. Lee T.-W., Girolami M., Sejnowski T.J. Independent component analysis using an extended infomax algorithm for mixed sub-Gaussian and super-Gaussian sources. Neural Computation. 11:(2):1999;606-633.
20. Lins O.G., Picton T.W., Berg P., Scherg M. Ocular artifacts in recording EEG and event-related potentials II: source dipoles and source components. Brain Topogr. 6:(1):1993;65-78.
21. Lord C., Rutter M., Le Couteur A. Autism Diagnostic Interview-Revised: a revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders. J Aut Dev Disord. 24:(5):1994;659-685.
22. Makeig S., Bell A.J., Jung T.-P., Sejnowski T.J. Independent component analysis of electroencephalographic data. Adv Neural Info Processing Systems. 8:1996;145-151.
23. Makeig S., Jung T.-P., Bell A.J., Ghahremani D., Sejnowski T.J. Blind separation of event-related brain responses into independent components. Proc Natl Acad Sci USA. 94:1997;10979-10984.
24. Makeig S., Westerfield M., Jung T.-P., Covington J., Townsend J., Sejnowski T.J., Courchesne E. Independent components of the late positive response complex in a visual spatial attention task. J Neurosci. 19:(7):1999;2665-2680.
25. Makeig S., Westerfield M., Townsend J., Jung T.-P., Courchesne E., Sejnowski T.J. Independent components of early event-related potentials in a visual spatial attention task. Phil Trans Biol Sci. 354:1999;1135-1144.
26. Makeig S, Jung T-P, Ghahremani D, Sejnowski TJ. Independent component analysis of simulated ERP data. In: Nakada T, editor. Human higher function I: advanced methodologies, 2000a, in press.
27. Makeig S, Enghoff S, Jung T-P, Sejnowski TJ. Moving-window ICA decomposition of EEG data reveals event-related changes in oscillatory brain activity. The 2nd International Workshop on Independent Component Analysis and Signal Separation, 2000b, in press.
28. McKeown M.J., Humphries C., Achermann P., Borbely A.A., Sejnowski T.J. A new method for detecting state changes in the EEG: exploratory application to sleep data. J Sleep Res. 7:(Suppl 1):1998;48-56.
29. Oster P.J., Stern J.A. Measurement of eye movement electrooculography. Matin I., Venables P.H. Techniques in psychophysiology. 1980;275-309 Wiley, Chichester.
30. Peters J.F. Surface electrical fields generated by eye movement and eye blink potentials over the scalp. J EEG Technol. 7:1967;27-40.
31. Schopler E., Reichler R.J., De Velis R.F., Daly K. Toward objective classification of childhood autism: childhood autism rating scale (CARS). J Aut Dev Disord. 10:1980;91-103.
32. Silberstein R.B., Cadusch P.J. Measurement processes and spatial principal components analysis. Brain Topogr. 4:(4):1992;267-276.
33. Small J.G. Sensory evoked responses of autistic children. Infantile Autism. 1971;224-239.
34. Townsend J., Courchesne E. Parietal damage and narrow "spotlight" spatial attention. J Cog Neurosci. 6:1994;220-232.
35. Verleger R., Gasser T., Möcks J. Correction of EOG artifacts in event-related potentials of EEG: aspects of reliability and validity. Psychophysiology. 19:(4):1982;472-480.
36. Vigário R.N. Extraction of ocular artifacts from EEG using independent component analysis. Electroenceph clin Neurophysiol. 103:1997;395-404.
37. Whitton J.L., Lue F., Moldofsky H. A spectral method for removing eye-movement artifacts from the EEG. Electroenceph clin Neurophysiol. 44:1978;735-741.
38. Woestenburg J.C., Verbaten M.N., Slangen J.L. The removal of the eye-movement artifact from the EEG by regression analysis in the frequency domain. Biol Psychol. 16:1983;127-147.