Read Current Abstracts
Papers on Alertness monitoring
Papers on Independent component analysis of biomedical data

Journal Articles

Zeynep Akalin Acar & Scott Makeig, Effect of forward model errors on EEG source localizationBrain Topography 2013, in press

Groppe D, Makeig S, Kutas M. Identifying Reliable Independent Components via Split-Half Comparisons (0.8MB pdf) NeuroImage, http://dx.doi.org/10.1016/j.neuroimage.2008.12.038, 2009

Huang R-S, Jung T-P, Delorme A, Makeig S. Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking. NeuroImage in press (DOI:10.1016/j.neuroimage.2007.10.036).

Delorme A, Westerfield M, Makeig S. Medial prefrontal theta bursts precede rapid motor responses during visual selective attention. J Neurosci 27:11949-59, 2007 (DOI:10.1523/JNEUROSCI.3477-07.2007).

Wipf D, Ramirez R, Palmer J, Makeig S., Rao B. Analysis of empirical bayesian methods for neuroelectromagnetic source localization. Neural Info Proc Sys 2007, in press.

Hsu J-L, Jung T-P, Hsu C-Y, Hsu W-C, Chen Y-K, Duann J-R, Wang H-C, Makeig S. Regional CBF changes in Parkinsons disease: A correlation with motor dysfunction. Europ J Nucl Med Molec Imag, 2007.

Dyrholm, M, Makeig S, Hansen, LK, Convolutive ICA for spatiotemporal analysis of EEG. Neural Computation 19, 934-955, 2007.

W Einhaeuser, Koch C, Makeig S. The duration of the attentional blink in natural scenes depends on stimulus category. Vision Research 47:597-607, 2007.

Onton J, Delorme A, Makeig S, Frontal midline EEG dynamics during working memory. NeuroImage 27:341-56, 2005.

Debener S, Makeig S, Delorme A, Engel AK, What is novel in the novelty oddball paradigm? Functional significance of the novelty P3 event-related potential as revealed by independent component analysis, Experimental Brain Research: Cognitive Brain Research 22:309-321, 2005.

Anemueller J, Duann, J-R, Sejnowski TJ, Makeig S. Spatio-temporal dynamics in fMRI recordings unreaveled using complex ICA. Lecture Notes in Computer Science 3195:1103-1110, 2004.

Makeig S, Delorme A, Westerfield M, Jung T-P, Townsend J, Courchesne E, Sejnowski TJ. Electroencephalographic brain dynamics following visual targets requiring manual responses, (online), PLOS Biology, 2(6):747-762, 2004.

Makeig S, Debener S, Onton J, Delorme A, Mining event-related brain dynamics, (615kB, .pdf) Trends in Cognitive Science, 8(5):204-210, 2004.

Luu P, Tucker D, Makeig S, Frontal-midline theta and the ERN (4.3MB, .pdf) Clinical Neurophysiology, 115:1821-35, 2004.

Delorme A, Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics (557kB, .pdf) J Neurosci Methods, 134:9-21, 2004.

Anemueller J, Sejnowski TJ, and Makeig S, Complex independent component analysis of frequency-domain EEG data (.pdf, 1Mb), Neural Networks, 16:1313-25, 2003.

Delorme A and Makeig S, EEG changes accompanying learned regulation of 12-Hz EEG activity (.pdf, 253kB), IEEE Trans Neural Sys & Rehab Eng, 2(2):133-136, 2003.

Makeig S, "Unifying brain electrophysiology: Work in progress," Invited commentary on W. Penny et al., " Event-related brain dynamics - Unifying brain electrophysiology," Trends in Neurosci, 25,8:390, 2002.

Delorme A, Makeig S, Fabre-Thorpe M, Sejnowski TJ, From single-trial EEG to brain area dynamics" (.pdf, 937K), Neurocomputing, 44-46: 1057-1064, 2002.

Makeig S, Westerfield M, Jung T-P, Enghoff S, Townsend J, Courchesne E, Sejnowski TJ. Dynamic brain sources of visual evoked responses. Science, 295:690-694 (Jan. 25, 2002). (Free author-site download and web figures available here).

Duann J-R, T-P. Jung, W-J. Kuo, T-C.. Yeh, S. Makeig, J-C. Hsieh, TJ Sejnowski. "Single-trial variability in event-related BOLD signals, Neuroimage 15, 823-835, 2002.

Jung T-P, Makeig S, Westerfield M, Townsend J, Courchesne E, and Sejnowski TJ, "Analysis and visualization of single-trial event-related potentials (1.1Mb .pdf)," Human Brain Mapping, 14(3):168-85,2001.

Jung, T-P, Makeig S, McKeown MJ, Bell, AJ, Lee T-W, Sejnowski TJ, Imaging brain dynamics using Independent Component Analysis (.pdf, 640k), Proceedings of the IEEE, 89(7):1107-22, 2001.

Van Orden K, Makeig S, Limbert W, and Jung T-P, "Eye activity correlates of workload during a visualspatial memory task," Human Factors, 43(1):111-21, 2001

Townsend, J., Westerfield, M., Leaver, E., Makeig, S., Jung, T-P., Pierce, K. & Courchesne, E. Event-related brain response abnormalities in autism: evidence for impaired cerebello-frontal spatial attention networks (.pdf, 1.4Mb). Cognitive Brain Research 11:127-145, 2001.

Makeig S, Jung T-P, and Sejnowski TJ. Awareness during drowsiness: Dynamics and electrophysiological correlates. (.pdf), Can J Exp Psychol 54(4):266-273, 2000.

Van Orden K, Jung T-P, and Makeig S, "Combined eye activity measures accurately estimate changes in sustained visual task performance," (.pdf, 218k) Biological Psychology, 52(3):221-40, 2000.

Jung T-P, Makeig S, Westerfield M, Townsend J, Courchesne E, and Sejnowski TJ. " Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects (.pdf, 1.3Mb)," Clinical Neurophysiology 111(10), 1745-58, 2000.

Makeig, S., Enghoff, S., Jung, T-P. and Sejnowski, T. J., "A natural basis for efficient brain-actuated control." (.pdf, 111k) IEEE Trans. Rehab. Eng., 8: 208-11, 2000.

Jung, T-P., Humphries, C., Lee, T-W., McKeown, M. J., Iragui, V., Makeig, S. and Sejnowski, T. J., "Removing electroencephalographic artifacts by blind source separation," (.pdf, 491k) Psychophysiology 37:163-178, 2000.

Makeig S, M. Westerfield, J. Townsend, T-P. Jung, E. Cou rchesne, T. J. Sejnowski,. Functionally independent components of the early event-related potential in a visual spatial attention task (.pdf, 450k). Philosophical Transactions of the Royal Society: Biological Sciences 354:1135-44, 1999. The evoked response data (.tar.gz, 0.4Mb)

Makeig S, Marissa Westerfield, Tzyy-Ping Jung, James Cov ington, Jeanne Townsend, Terrence J. Sejnowski and Eric Courchesne Functionally independent components of the late positive event-related potential during visual spatial attention (.pdf, 1Mb) J Neurosci 19:2665-2680 (1999). Download reprint Download the evoked response data (.tar.gz, 2Mb).

McKeown, M., Makeig, S., Brown, G., Jung, T-P., Kindermann, S., Bell, Iragui, V. and Sejnowski, T.J., "Analysis of fMRI by Blind Separation into Independent Spatial Components", Human Brain Mapping 6(3):160-88 1998.

Martin J. McKeown, Tzyy-Ping Jung, Scott Makeig, Greg Brown, Sandra S. Kindermann, Te-Won Lee and Terrence J. Sejnowski, "Spatially Independent Activity Patterns in Functional Magnetic Resonance Imaging Data During the Stroop Color-naming Task," Proc. Natl. Acad. Sci. USA 95:803-810 1998.

S. Makeig, T-P. Jung, D. Ghahremani, A.J. Bell, & T.J. Sejnowski, "Blind separation of event-related brain responses into independent components," (.html | .pdf) Proc. Natl. Acad. Sci. USA, 94:10979-10984, 1997.

T-P. Jung, S. Makeig, M. Stensmo, and T. Sejnowski, "Estimating alertness from the EEG power spectrum," (.pdf, 954) IEEE Transactions on Biomedical Engineering, 44:60-69, 1997.

S. Makeig and T-P. Jung, "Changes in alertness are a principal component of variance in the EEG spectrum," NeuroReport 7:213-216, 1995.

S. Makeig, and T-P. Jung, "Tonic, phasic, and transient EEG correlates of auditory awareness during drowsiness," (.html) Cognitive Brain Research 4:15-25 1996. (pdf, 718k) (.ps.gz, 248k)

S. Makeig, M. Mueller, and B. Rockstroh, "Effects of voluntary movements on early auditory brain responses," Experimental Brain Research 110:487-492, 1996.

Jokeit, H. and Makeig, S., "Different event-related patterns of gamma-band power in brain waves of fast- and slow-reacting subjects," Proc. Nat. Acad. Sci USA, 91:6339-6343, 1994.

Makeig, S. and Inlow, M., "Lapses in alertness: coherence of fluctuations in performance and the EEG spectrum," Electroencephalogr clin Neurophysiol, 86:23-35, 1993.

Makeig, S, Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones," Electroencephalogr clin Neurophysiol, 86:283-293, 1993. Download a manuscript reprint (.pdf, 38K).

Kristeva-Feige, R., Feige, B., Elbert, T. and Makeig, S., "Oscillatory brain activity during a motor task", NeuroReport, 4:1291-1294, 1993.

Pantev, C., Elbert, T., Makeig, S., Hampson, S., and Hoke, M., "Relationship of transient and steady-state auditory evoked fields," Electroencephalogr clin Neurophysiol, 89:389-396, 1993.

Galambos, R., and Makeig, S., "Studies of central masking I. Effects of noise on the steady-state response," J Acoust Soc Amer, 92:2683-90, 1992.

Galambos, R., and Makeig, S., "Studies of central masking II. Use of tonal probes and the masking level difference," J Acoust Soc Amer, 92:2691-97, 1992.

Pantev, C., Makeig, S., Hoke, M., Galambos, R., Hampson, S., and Gallen, C., "Human auditory evoked gamma band magnetic fields", Proc Nat Acad Sci USA, 88:8996-9000, 1991.

Stapells, D.R., R. Galambos, J.A. Costello, and S. Makeig, "Inconsistency of auditory middle latency and steady-state responses in infants," Electroencephalogr clin Neurophysiol 71:289-295, 1988.

Stapells, D.R., S. Makeig, and R. Galambos, "Auditory steady-state responses: Threshold prediction using phase coherence," Electroencephalogr clin Neurophysiol, 67:260-270, 1987.

Makeig, S. and G. Balzano, " Octave tuning-- two modes of perception," (.pdf, 1MB) Proceedings of the Fifth Symposium on the Acoustics and Psychoacoustics of Music, Lawrence, Kansas: University of Kansas, 1982.

Makeig, S. and R. Galambos, Attending or discriminating 40-Hz modulated tones induces phase-locked subharmonic resonances in EEG (.pdf.gz, 2MB)," Psychopharmacol Bull 18(3):55-58, 1982.

Galambos, R., S. Makeig, and P. Talmachoff, A 40 Hz auditory potential recorded from the human scalp, Proc Natl Acad Sci USA 78(4):2643-2647, 1981.

 

Extended Refereed Abstracts

Wipf D, Ramirez R, Palmer J, Makeig S, Rao, B. "Analysis of empirical bayesian methods for neuroelectromagnetic source localization," Neural Information Processing Systems (2007)

Makeig S. "Far-field electrophysiology reflects top-down control," Proceedings, IEEE International Symposium on Biomedical Imaging , San Diego, 2002.

Duann J-R, Jung T-P, Kuo W-J, Yeh S, Makeig S, Hsieh J-C and Sejnowski, TJ. "Measuring the variability of event-related BOLD signals," Third International Workshop on Independent Component Analysis and Signal Separation, San Diego, 12/01.

Delorme A, Makeig S and Sejnowski, TJ. "Automatic artifact rejection for EEG data using high-order statistics and independent component analysis," Third International Workshop on Independent Component Analysis and Signal Separation, San Diego, 12/01.

Makeig S, Enghoff S, Jung T-P, and Sejnowski TJ, "Moving-window ICA decomposition of EEG data reveals event-related changes in oscillatory brain activity" (.pdf, 293k), Second International Workshop on Independent Component Analysis and Signal Separation, Helsinki, pp. 627-32, 2000.

Jung T-P, Makeig S, Lee T-W, McKeown MJ, Brown G, Bell AJ, and Sejnowski TJ, "Independent Component Analysis of Biomedical Signals," (.pdf, 863k) Second International Workshop on Independent Component Analysis and Signal Separation, Helsinki, pp. 633-44, 2000 .

Jung T-P, Makeig S, Westerfield M, Townsend J, Courchesne E, and Sejnowski TJ, Analyzing and Visualizing Single-trial Event-related Potentials, (.ps.gz, 1.1Mb) Advances in Neural Information Processing Systems 11, 1999

Jung T-P, Humphries C, Lee T-W, Makeig S, McKeown M, Iragui V, and Sejnowski TJ, "Extended ICA removes artifacts from electroencephalographic recordings," (.pdf, 729k) In: Advances in Neural Information Processing Systems 10:894-900 MIT Press, Cambridge, MA 1998.

McKeown MJ, Makeig S, Brown GG, Jung T-P, Kindermann SS, and Sejnowski TJ. Functional magnetic resonance imaging (fMRI) data interpreted as spatial mixtures, Proceedings of the 4th Joint symposium on Neural Computation, pp. 150-157, 1997.

S. Makeig, T-P. Jung, and T.J. Sejnowski, "Using feedforward neural networks to monitor alertness from changes in EEG correlation and coherence," (.pdf, 210k) In: D. Touretzky, M. Mozer and M. Hasselmo (Eds). Advances in Neural Information Processing Systems 8:931-937, MIT Press, Cambridge, MA 1996.

S. Makeig, A.J. Bell, T-P. Jung, and T.J. Sejnowski, "Independent component analysis of electroencephalographic data," (.pdf, 577k) In: D. Touretzky, M. Mozer and M. Hasselmo (Eds). Advances in Neural Information Processing Systems 8:145-151, MIT Press, Cambridge, MA 1996. First application of ICA to EEG data analysis.

 

Book Chapters

Onton J and Makeig S. Information-based modeling of event-related brain dynamics. In: C. Neuper & W. Klimesch, Eds., Progress in Brain Dynamics, Elsevier (Amsterdam), in press, 2006.

Makeig S, Jung T-P, Sejnowski TJ. Having your voxels and timing them too? (.pdf, 721k). In: Exploratory Analysis and Data Modeling in Functional Neuroimaging (F. Sommer & A. Wichert, eds.), The MIT Press (2002).

Duann, J.R. Jung, T.-P., Makeig, S., "Artificial neural networks for biosignal processing," in Handbook of Neural Networks, 2nd ed. (M. Arbib, Ed.), 2002.

Makeig S, Jung T-P, Ghahremani D and Sejnowski TJ, "Independent component analysis of simulated ERP data", In: Integrated Human Brain Science (in .HTML/.doc), Ed. T. Nakada, Elsevier, 2000.

Makeig, S., and Neri, D., "A proposal for integrated shipboard alertness management," In: Countermeasures for Battlefield Stressors, Pennington Center Nutrition Series, Vol. 10, LTC K. Friedl, H. Lieberman, D. H. Ryan and G. A. Bray, Eds. (Louisiana State University Press, Baton Rouge LA), 2000, pp. 1-8.

Jung, T-P., Makeig, S., Bell A. J. and Sejnowski, T. J., "Independent component Analysis of electroencephalographic and event-related potential data," In: Auditory Processing and Neural Modeling, P. Poon and J. Brugge eds., (Plenum Press: New York), 1998, pp. 189-197.

Makeig, S., Elbert, T., and Braun, C., "Magnetic event-related spectral perturbations," Biomagnetism: Fundamental Research and Applications C. Baumgartner, L. Deecke, G. Stroink, S.J. Williamson, eds. (IOS Press, Amsterdam), 1995, pp. 257-261.

Kristeva-Feige, R., Feige, B., Makeig, S., Ross, B., and Elbert, T., "Oscillatory activity in the motor system in humans derived from neuromagnetic recordings," Biomagnetism: Fundamental Research and Applications eds. C. Baumgartner, L. Deecke, G. Stroink, S.J. Williamson, (IOS Press, Amsterdam), 1995, pp. 145-148.

M. Mueller, B. Rockstroh, P. Berg, M. Wagner, T. Elbert, and S. Makeig, "SSR-modulation during slow cortical potentials," In: Oscillatory Event-related Brain Dynamics, ed. C. Pantev et al., 1994, pp. 325-342.

H. Jokeit, R. Goertz, E. Kuchler, and S. Makeig, "Event-related changes in the 40 Hz electroencephalogram in auditory and visual reaction time tasks," In: Oscillatory Event-related Brain Dynamics, ed. C. Pantev et al., 1994, pp. 135-146.

Makeig, S., Pantev, C., Schwartz, B., Inlow, M., Hampson, S., and Gallen, C., "The complex event-related field to omitted steady-state probes", in: Biomagnetism: Clinical Aspects, M. Hoke, S.N. Erne, Y. Okada, and G.L. Romani, eds., pp. 165-169, 1992.

Pantev, C., Makeig, S., Hoke, M., Galambos, R., Hampson, S., and Gallen, C., "Evidence of gamma-band oscillations in the transient human auditory evoked magnetic field," in: Biomagnetism: Clinical Aspects, M. Hoke, S.N. Erne, Y. Okada, and G.L. Romani, eds., pp. 153-157, 1992.

Makeig, S., " A dramatic increase in the auditory middle latency response at very slow rates". (.pdf.gz, 1MB) Psychophysiological Brain Research, ed. C. Brunia, A. Gaillard, and A. Kok. Tilburg University Press, pp. 56-60, 1990.

Galambos, R. and S. Makeig, " Dynamic changes in steady-state potentials (.pdf, 27MB)," in: Dynamics of Sensory and Cognitive Processing of the Brain, ed. E. Basar Springer, pp. 178-199, 1987.

Makeig, S., and Galambos, R., "The CERP: Event-related perturbations in steady-state responses," Brain Dynamics: Progress and Perspectives, (pp. 375-400), ed. E. Basar and T.H. Bullock, 1989.

Makeig, S., " Affective versus analytic perception of musical intervals," (.pdf.gz, 6MB) pp. 227-269 in: Music, Mind and Brain, ed. M. Clynes, Plenum Press, New York, 1982.

 

Technical Reports

S. Makeig, T-P. Jung, D. Ghahremani and T. J. Sejnowski, Independent Component Analysis of Simulated ERP Data (.pdf, 500k), Institute for Neural Computation Technical Report 96-06, University of California San Diego, La Jolla, CA., 28 pp., 1996. (Now in a book chapter).

Ghahremani D, Makeig S, Jung T-P, Bell AJ, Sejnowski TJ, Independent Component Analysis of Simulated EEG using a Three-shell Spherical Head Model (.ps.Z, 129k), Institute for Neural Computation Technical Report 96-01, University of California San Diego, La Jolla CA, 1996.

S. Makeig and M. Jolley, COMPTRACK: A compensatory tracking task for monitoring alertness (.pdf), Technical Document 96-3C Naval Health Research Center, San Diego, 1996 Download document plus program code (requires Borland C++)

McLaughlin, D., and Makeig, S., Human electrophysiological responses to tactile stimuli presented at different rates. Technical Report No. 95-3, Naval Health Research Center, San Diego, 1995

Makeig, S., Elliott, F.S., and Postal, M., First Demonstration of an Alertness Monitoring /Management System, Technical Report 93-36, Naval Health Research Center, San Diego, 1993

Linnville, S., Elliott, F., Makeig, S., Corwin, C., Woldorff, M., Gallen, C., Hampson, S., and Hillyard, S. Event-related brain potential differences in attentional processing in HIV positive subjects, Technical Report 92-33, Naval Health Research Center, San Diego, 1992

Trejo, J. L., Inlow, M., Stanny, R.R., Morey, W.A., Makeig, S., Kobus, D., and Hillyard, S.A., The P300 Component of the Auditory Event-related Potential: Interlaboratory Consistency and Test-retest Reliability, Technical Report TR-91-6, Naval Personnel Research and Development Center, San Diego, 1991

Makeig, S., Elliott, F.S., Inlow, M., and Kobus, D. Predicting Lapses in Vigilance Using Brain Evoked Responses to Irrelevant Auditory Probes, Technical Report 90-39, Naval Health Research Center, San Diego, 1990

 

Selected Abstracts                                               View Current Abstracts

2002

Scott Makeig " Event-related brain dynamics during sleep onset: Phase resetting of ongoing brain activity ," IEEE International Symposium on Biomedical Imaging, Washington, DC. July 7-10, 2002.

Luca A. Finelli, Scott Makeig, Bradley Schnierow, Kenneth B. Campbell, and Terrence J. Sejnowski, " Event-related brain dynamics during sleep onset: Phase resetting of ongoing brain activity ," 16th Meeting of the European Sleep Research Society , Reykjavik, Iceland . June 3-7, 2002.

Scott Makeig, Phan Luu, Don Tucker " Do 'Brainstorms' help turn intentions into attentions? ," Human Brain Mapping, Sendai, Japan. June 10-16, 2002.

T-P Jung, Eric Visser, Marissa Westerfield, Scott Makeig, Terrence J. Sejnowski " Interrelationship between P300 and alpha rhythms in single trials of a visual selective attention experiment ," Human Brain Mapping, Sendai, Japan. June 10-16, 2002.

J-R Duann, Tzyy-Ping Jung, Scott Makeig & Terrence J. Sejnowski, " fMRLAB: An ICA Toolbox for fMRI Data Analysis," Human Brain Mapping, Sendai, Japan. June 10-16, 2002.

Scott Makeig, "Brainstorms: Independent EEG processes transiently synchronize in response to cognitive challenges.” World Congress of Psychophysiology, Montreal, Canada, July 28- Aug 3, 2002

Scott Makeig, Detecting the functional consequences of work overload., Joint Armed Forces Workload Coordinating Group (TAG47), San Diego, May 1, 2002 .

Scott Makeig, Brain synchronization events follow cognitive challenges., Cognitive Neuroscience Society meeting, San Francisco, April 14-16, 2002 .

2001

Scott Makeig, Tzyy-Ping Jung, Marissa Westerfield and Terrence J. Sejnowski, Imaging event-related brain dynamics, Human Brain Mapping 2001, Brighton, England, June 10-14, 2001.

Scott Makeig, Unlocking the Cognitive Dynamics of the Frontal Lobes, EEG and Clinical Neuroscience Society (ECNS) Satellite Meeting, Istanbul, Turkey, June 27-29, 2001

Scott Makeig, Cognitive event-related brain dynamics, Talk, University of Wisconsin, Madison WI, March 2, 2001.

Scott Makeig, Blind decomposition reveals hemodynamic and electrophysiologic response features, Talk, Washington University, St. Louis MO, January 25, 2001.

Scott Makeig, Event-Related Brain Dynamics, Fourth Pan-Pacific Workshop on Brain Topography, Irvine CA, 11/2000

Scott Makeig, Tzyy-Ping Jung and Terrence J Sejnowski. Steps toward EEG-based prosthetic control. NIPS2000 Workshop on Algorithms, Technologies and Neural Representations for Neuroprosthetics and Neurorobotics, Dec. 1, 2000. Breckenridge CO.

Scott Makeig. Should we expect convergence between concurrent EEG and BOLD data?, NIPS2000 Workshop on Explorative Analysis and Data Modeling in Functional Neuroimaging. Dec. 1, 2000. Breckenridge CO.

Makeig S, Enghoff S, Visser E, Jung T-P, and Sejnowski TJ. Dynamics of event-related coherence between independent components of the human EEG. Society for Neuroscience Abstracts, 30th Annual Meeting, New Orleans LA, 2000.

Duann J-R, Jung T-P, Kuo W-J, Yeh T-C, Makeig S, Hsieh J-C, and Sejnowski TJ, Direct measurement of hemodynamic response in event-related fMRI. Society for Neuroscience Abstracts, 30th Annual Meeting, New Orleans, LA, 2000.

Makeig S, New insights into human brain dynamics. Society for Psychophysiology, San Diego, CA Symposium, Sunday morning 10-12, October 22, 2000

Makeig S, Transient event-related coherence between independent EEG components. Society for Psychophysiology, San Diego, CA Talk, Sunday morning 11:20, October 22, 2000

Makeig S, Enghoff S, Jung T-P, and Sejnowski TJ, Moving-window ICA decomposition of EEG data reveals event-related changes in oscillatory brain activity. Proceedings of the Second International Workshop on Independent Component Analysis and Signal Separation, Helsinki, Finland, pp. 627-632, 2000.

Jung T-P, Makeig S, Lee T-W, McKeown ML, Brown G, Bell AJ, and Sejnowksi TJ, Independent component analysis of biomedical signals. Proceedings of the Second International Workshop on Independent Component Analysis and Signal Separation, Helsinki, Finland, pp. 633-644, 2000.

Scott Makeig, Sigurd Enghoff, Tzyy-Ping Jung and Terrence J. Sejnowski, Independent components of event-related electroencephalographic data. Abstracts, Cognitive Neuroscience Society, p. 93, April, 2000

Edwards, E, Townsend, J, Westerfield, M, Makeig, S, Jung, T-P Cortical lesions affect the late positive potential during visual-spatial attention. Abstracts, Cognitive Neuroscience Society, p. 90, April 2000

S. Makeig, J. Townsend, T-P. Jung, S. Enghoff, C. Gibson, and T.J. Sejnowski, " Early visual evoked response peaks appear to be sums of activity in multiple alpha sources." Society for Neuroscience Abstracts, 1999.

T-P Jung, S. Makeig, J. Townsend, M. Westerfield, B. Hicks, E. Courchesne and T.J. Sejnowski. " Single-trial ERPs during continuous fMRI scanning." Society for Neuroscience Abstracts, 1999. First report of cognitive event-related potentials collected during full-rate fMRI scanning.

M. Westerfield, S. Makeig, J. Townsend, T-P. Jung, and T. J. Sejnowski " Functionally independent components of early visual event-related potentials." Society for Neuroscience Abstracts, 1999.

Scott Makeig, Jeanne Townsend, Tzyy-Ping Jung, Terrence J. Sejnowski. "Independent components of early visual event-related brain dynamics." Abstract, Society for Psychophysiology Research, Grenada Spain, Sept. 1999.

T-P. Jung, S. Makeig, M. Westerfield, J. Townsend, E. Courchesne and T. J. Sejnowski, "Indpendent component analysis of single-trial event-related potentials," ICA99, First International Workshop on Independent Component Analysis and Signal Separation, Aussois, France, pp. 173-179, Aussois, FR, Jan. 11-15, 1999.

Jung T-P, Humphries C, Lee TW, Makeig S, McKeown MJ, Iragui V, and Sejnowski TJ, Removing Electroencephalographic Artifacts : Comparison between ICA and PCA, In: Neural Networks for Signal Processing VIII, 63-72, 1998.

S. Makeig, T-P Jung and T.J. Sejnowski "Multiple coherent oscillatory components of human electroencephalgram (EEG) are differentially modulated by cognitive events." Abstract, Society for Neuroscience 24:507, 1998.

Westerfield, M., Townsend J., Covington J., Makeig, S., Sejnowski, T.J. and Courchesne, E., "Independent components of the late positive event-related potential in a visual spatial attention task: normal and clinical subject differences." Abstract, Society for Neuroscience 24:507, 1998.

T-P Jung, S. Makeig and T.J. Sejnowski, "Identifying and visualizing independent components in artifact-free single-trial event-related potentials." Abstract, Society for Neuroscience, Los Angeles CA, 1998.

S. Makeig, T-P Jung and T.J. Sejnowski, "Independent components of event-related brain dynamics." Abstract, Society for Psychophysiological Research, Denver, 1998.

K.F. Van Orden, T-P. Jung and S. Makeig, "Eye activity correlates of fatigue during a visual tracking task," Abstract, Human Factors Society, 1998.

S. Makeig, T-P. Jung, T-W. Lee and T. J. Sejnowski, "Independent component analysis of steady-state responses," Society for Psychophysiological Research Abstracts, 1997.

S. Makeig, T-P. Jung, T-W. Lee and T. J. Sejnowski, "Independent component analysis of visual evoked responses during selective visual attention," Scott Makeig, Marissa N. Westerfield, Jeanne Townsend, James W. Covington, Eric Courchesne and Terrence J. Sejnowski. Society for Psychophysiological Research Abstracts, 1997.

M. McKeown, S. Makeig, G. Brown, T-P. Jung, S. Kindermann, A. J. Bell and T. J. Sejnowski, "Analysis of fMRI data by decomposition into independent components," American Academy of Neurology, 1997.

M. McKeown, S. Makeig, G. Brown, T-P. Jung, S. Kindermann, A. J. Bell and T. J. Sejnowski, "Analysis of fMRI data by decomposition into independent components," Abstract, 27th Annual Meeting of the Society for Neuroscience, 1997.

S. Makeig, T-P. Jung and T. J. Sejnowski, "Independent Component Analysis of single-trial event-related potentials," Society for Neuroscience Abstracts, 1997.

S. Makeig, L. Anllo-Vento, T-P. Jung, A.J. Bell, T.j. Sejnowski, & S.A. Hillyard, "Independent Component Analysis (ICA) of event-related potentials during selective attention," Talk at 26th Annual Meeting of the Society for Neuroscience, Washington, D.C., Wed., Nov. 20, 1996. Movie of ERP ICA decomposition from the talk (MPEG 835k)

S. Makeig et al., "Time-Frequency Analysis of Human EEG and MEG," Symposium, Society for Psychophysiological Research, Vancouver, 1996.

S. Makeig, L. Anllo-Vento, T-P. Jung, A. J. Bell, T. J. Sejnowski and S. A. Hillyard, "Independent component analysis of event-related potentials during a selective attention task," Meeting of the Society for Psychophysiological Research, Vancouver, CA, Oct. 1996.

S. Makeig, T-P. Jung, A. J. Bell, D. Ghahremani and T. J. Sejnowski, "Blind Separation of event-related brain responses into independent components", Proceedings of the 3rd Joint Symposium on Neural Computation, Institute for Neural Computation, University of California San Diego, Vol. 6, Jun 1, 1996.

S. Makeig, T-P. Jung, D. Ghahremani, A.J. Bell and T.J. Sejnowski, "What (Not Where) in EEG", Meeting of the Cognitive Science Society, La Jolla, July, 1996

M. Bartlett, S. Makeig, A.J. Bell, T-P. Jung, and T.J. Sejnowski, "Independent component analysis of EEG data" Society for Neuroscience, San Diego, Nov., 1995.

S.R. Quartz, M. Stensmo, M. S. Makeig, and T.J. Sejnowski, "Eye blink rate as a practical predictor for vigilance," Society for Neuroscience, San Diego, Nov., 1995.

S. Makeig and T-P. Jung, "Fast (20-sec) and slow (4+-min) changes in auditory awareness during drowsiness." World Federation of Sleep Research Societies, Nassau, Sept., 1995.

T-P. Jung and S. Makeig, "Predicting failures in auditory detection from changes in the EEG spectrum (62k)." IEEE Society for Engineering in Biology and Medicine, Montreal, Sept., 1995.

S. Makeig, "Tonic and phasic EEG correlates of auditory awareness." Cognitive Neuroscience Society, San Francisco, March, 1995.

Rockstroh, B. S., Mueller, M.M., Elbert, T.R., and Makeig, S., "Modulation of the auditory steady-state response prior to voluntary movements," Society for Psychophysiological Research, Atlanta, Oct., 1994.

Jung, T.P., and Makeig, S., "Estimating level of alertness from the EEG," IEEE Society for Biomedical Engineering, Baltimore, Nov., 1994.

Makeig, S., "Measuring event-related brain dynamics," Society for Cognitive Neuroscience, San Francisco, 1994.

Makeig, S., Elbert, T., and Braun, C., "Magnetic event-related spectral perturbations," 9th International Conference on Biomagnetism, Vienna, 1993.

Kristeva, R., Feige, B., Makeig, S., Ross, B., and Elbert, T., "Oscillatory activity in the motor system in humans derived from neuromagnetic recordings," 9th International Conference on Biomagnetism, Vienna, 1993.

Elliott, F.S., and Makeig, S., " P300 amplitude covaries with error rate (.pdf.gz, 263K)," Society for Psychophysiology 28:S20, 1991.

Makeig, S., "Suppression of event-related perturbations in the EEG spectrum following prolonged exposure to pure tones," Society for Psychophysiological Research, San Diego, Oct. 14-18, 1992.

Inlow, M., S Makeig, C Pantev, B Schwartz, S Hampson, and C Gallen, "Estimation of the complex event-related field," In: Proceedings of the 13th Annual International Conference of the IEEE Engineering Makeig, S., Inlow, M., and Galambos, R., "Coherence of EEG spectral changes and vigilance," Society for Neuroscience Abstracts, 17,1:883, 1991.

Makeig, S. and Inlow, M., "Changes in the EEG spectrum predict fluctuations in error rate in an auditory vigilance task.", Society for Psychophysiology 28:S39, 1991.

Makeig, S., "Changes in auditory steady-state responses during neuroleptic treatment." Schizophrenia Research 2:84, 1989.

 

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