Articles

• Wang, Y., Jung, T-P., A Collaborative Brain-Computer Interface for Improving Human Performance., PLoS ONE, 6(5): e20422. doi:10.1371/ journal.pone.0020422, 2011.
• Wang, Y-T., Wang, Y., Jung, T-P., A Cell-Phone Based Brain-Computer Interface for Communication in Daily Life, Journal of Neural Engineering, 8(2), 2011.
• Wang, Y., Wang, Y-T., Jung, T-P., Visual stimulus design for a high-rate SSVEP BCI, IET Electronics Letters, 46(15): 1057–8, 2010.
• Chi, Y.M. Jung, T-P, Cauwenberghs, G., Dry-Contact and Noncontact Biopotential Electrodes: Methodological Review, IEEE Reviews in Biomedical Engineering, 3:106-119, 2010.
• Lin, C-T, Huang, K-C, Chao, C-F, Chen, J-A, Chiu, T-W, Ko, L-W, Jung, T-P. Tonic and phasic EEG and behavioral changes induced by arousing feedback, NeuroImage, 52: 633–42, 2010.
• Lin, Y-P, Duann, J-R, Chen, J-H, Jung, T-P. Electroencephalographic Dynamics of Musical Emotion Perception Revealed by Independent Spectral Components, NeuroReport, 21(6):410-415, 2010.
• Lin, Y-P, Wang, C-H, Jung, T-P, Wu, T-L, Jeng, S-K, Duann, J-R, and Chen, J-H. EEG-based Emotion Recognition in Music Listening, IEEE Transactions on Biomedical Engineering, 57(7), 1798–1806, 2010.
• Chen Y-C, Duann J-R, Chuang S-W, Lin C-L, Ko, L-W, Jung T-P, Lin, C-T. Spatial and Temporal EEG Dynamics of Motion-sickness, NeuroImage, 49:2862-70, 2010.
• Lin C-T, Ko L-W, Chang M-H, Duann J-R, Chen J-Y, Su T-P, Jung T-P. Review of Wireless and Wearable Electroencephalogram Systems and Brain-Computer Interfaces - A Mini-Review, Gerontology, 56:112-9, 2010.
• Makeig, S., Gramann, K., Jung, T-P., Sejnowski, T.J., Poizner, H. Linking Brain, Mind and Behavior, International Journal of Psychophysiology, 73: 95-100, 2009.
• Ko, L-W., Tsai, I-L., Yang, F-S., Chung, J-F., Lu, S-W., Jung, T-P., and Lin, C-T., "Real-Time Embedded EEG-Based Brain-Computer Interface," Lecture Notes in Computer Science, Advances in Neuro-Information Processing, 1038-45, 2009.
• Huang, R-S., Jung, T-P., Makeig, S. "Tonic Changes in EEG Power Spectra during Simulated Driving," Lecture Notes in Computer Science, Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 394-403, 2009.
• Jung, T-P. and Makeig, S. "Techniques of EEG Recording and Preprocessing: Independent Component Analysis of Electroencephalographic Data," In: Quantitative EEG Analysis Methods and the Applications (S. Tong & N. Thakor ed.), 39-49, 2009.
• Ko, L-W, Lin, C-T.,, Pal, N.R., Chuang, C-Y., Jung, T-P., Chao, C-F., Liang, S-F., "EEG-based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach," EURASIP Journal on Applied Signal Processing, 2008.
• Lin, C-T., Ko, L-W, Chiou, J-C, Duann, J-R., Chiu, T-W., Huang, R-S., Liang, S-F, Jung, T-P., A noninvasive prosthetic platform using mobile & wireless EEG, Proceedings of the IEEE, 96(7):1167-83, 2008.
• Huang, R-S, Jung, T-P., Delorme A, Makeig, S. Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking , NeuroImaging, 39:1896-1909, 2008.
• Hsu, J-L., Jung, T-P., Hsu, C-Y., Hsu, W-C, Chen, Y-K., Duann, J-R., Wnag, H-C, Makeig, S. Regional CBF Changes in Parkinson's Disease: A Correlation with Motor Dysfunction, European Journal of Nuclear Medicine and Molecular Imaging, 34(9):1458-66, 2007.
• Tsai, Y.F., Viirre, E., Strychacz, C., Chase, B, and Jung, T-P., Task Performance and Eye Activity Relating to Cognitive Workload, Aviation, Space, and Environmental Medicine, 78(5):B176-85, 2007.
• Lin, C-T., Ko, L-W., Chung, I-F., Huang, T-Y., Chen, Y-C., Jung, T-P., and Liang, S-F, Adaptive EEG-based Alertness Estimation System by Using ICA-based Fuzzy Neural Networks,, IEEE Transactions on Circuits and Systems I, 53(11): 2469-76, 2006.
• Siegel R.M., Duann, J-R., Jung, T-P., and Sejnowski, T.J. Spatio-temporal properties of the functional architecture for gain fields in behaving monkey inferior parietal lobule , Cerebral Cortex , 2006.
• Tasi, A.C., Liou, M., Jung, T-P., Onton, J., Cheng, P., Wang, H-C., Duann, J.R., Makeig, S. Mapping ERPs on the Cortical Surface through a Spatiotemporal Modality, Neuroimage, 23(1): 195-207, 2006.
• Lin, C-T., Wu, R-C, Liang, S-F, and Huang, T-Y. Chao, W-H. Chen, Y-J., Jung, T-P., EEG-based Drowsiness Estimation for Safety Driving Using Independent Component Analysis,, IEEE Transactions on Circuit and System, 52(12):2726-38, 2005.
• Lin, C-T., Wu, R-C, Jung, T-P., Liang, S-F, and Huang, T-Y. Estimating Driving Performance Based on EEG Spectrum Analysis , EURASIP Journal on Applied Signal Processing 19: 3165-74, 2005.
• Liang, S.F., Lin, C-T, Wu, R.C, Chen, Y-C, Huang, T.Y. and Jung, T-P, Monitoring Driver's Alertness based on the Driving Performance Estimation and the EEG Power Spectrum , Proc of the 27th Int'l Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, 2005.
• Huang, R-S. Jung, T-P and Makeig, S. Analyzing Event-Related Brain Dynamics in Continuous Compensatory Tracking Tasks , Proc of the 27th Int'l Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, 2005.
• Duann, J-R. Jung, T-P and Makeig, S. Repeated decompositions reveal the stability of infomax decomposition of fMRI data , Proc of the 27th Int'l Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, 2005.
• Makeig S, Delorme A, Westerfield M, Townsend J, Courchense E, Sejnowski T, Electroencephalographic brain dynamics following visual targets requiring manual responses. PLOS Biology 2(6):747-62, 2004.
• Makeig S, Jung T-P and Sejnowski TJ, Having Your Voxel and Timing Them Too? In: Exploratory Analysis and Data Modeling in Functional Neuroimaging, Ed. F. Sommer & A. Wichert, 195-207, 2003.
• Duann J-R, Jung T-P, Kuo W-J, Yeh T-C, Makeig S, Hsieh J-C and Sejnowski TJ, Single-trial Variability in Event-related BOLD Signals, Neuroimage, 15:823-35, 2002.
• Makeig S, Westerfield M, Jung T-P, Enghoff S, Townsend J, Courchesne E, Sejnowski TJ. Dynamic brain sources of visual evoked responses. Science, 295:690-4, Jan. 25, 2002.
• Jung T-P, Makeig S, Westerfield W, Townsend J, Courchesne E, and Sejnowski TJ, Analysis and visulization of single-trial event-related potentials, Human Brain Mapping, 14(3):166-85, 2001.
• Jung T-P, Makeig S, McKeown M.J., Bell, A.J. , Lee T-W, and Sejnowski TJ, Imaging Brain Dynamics Using Independent Component Analysis, Proceedings of the IEEE, 89(7):1107-22. 2001.
• Van Orden K., Limbert W., Makeig S., 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, Abnormalities of topography and composition of ERP response in autism during spatial attention, Cognitive Brain Research, 11(1), 127-145, 2001.
• Makeig S, Jung T-P, Ghahremani D and Sejnowski TJ, "Independent component analysis of simulated ERP data", In: Human Higher Function I: Advanced Methodologies," Ed. T. Nakada, 2001.
• Makeig S, Jung T-P, and Sejnowski TJ, " Awareness during drowsiness: Dynamics and electrophysiological correlates", Can J Exp Psychol., 54(4): 266-73, 2000.
• Jung T-P, Makeig S, Westerfield W, Townsend J, Courchesne E, and Sejnowski TJ, "Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects", Clinical Neurophysiology, 111(10):1745-58, 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," The 2nd Int'l Workshop on Indeppendent Component Analysis and Signal Separation, 627-32, 2000.
• Jung T-P, Makeig S, Lee T-W, McKeown M.J., Brown G., Bell, A.J. and Sejnowski TJ, "Independent Component Analysis of Biomedical Signals," The 2nd Int'l Workshop on Indeppendent Component Analysis and Signal Separation, 633-44, 2000.
• Makeig S, Enghoff S, Jung T-P, and Sejnowski TJ, "A Natural Basis for Efficient Brain-Actuated Control", IEEE Trans Rehab Eng, 8:208-11. 2000.
• Orden K, Jung T-P, and Makeig S, "Combined eye activity measures accurately estimate changes in sustained visual task performance," Biological Psychology, 52(3):221-40, 2000.
• Jung T-P, Humphries C , Lee TW, McKeown MJ, Iragui V, Makeig S, and Sejnowski TJ, "Removing Electroencephalographic Artifacts from by Blind Source Separation," Psychophysiology, 37:163-78, 2000.
• Makeig S, Westerfield M, Townsend J, Jung T-P, Courchesne E and Sejnowski TJ, "Functionally Independent Components of Early Event-Related Potentials in a Visual Spatial Attention Task," Philosophical Transactions: Biological Sciences, 354:1135-44, 1999.
• Jung T-P, Makeig S, Westerfield M, Townsend J, Courchesne E, and Sejnowski TJ, "Analyzing and Visualizing Single-trial Event-related Potentials," In: Advances in Neural Information Processing Systems 11:118-24, 1999.
• Makeig S, Westerfield M, Jung T-P, Covington J, Townsend J, Sejnowski TJ, and Courchesne E, "Independent Components of the Late Positive Response Complex in a Visual Spatial Attention Task," J. Neuroscience, 19:2665-80, 1999.
• Jung T-P, Makeig S, Westerfield M, Townsend J, Courchesne E, and Sejnowski TJ, "Independent Component Analysis of Single-trial Evenet-related Potentials," Int'l Workshop on Indeppendent Component Analysis and Signal Separation, 173-78, 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.
• Jung T-P, Humphries C, Lee TW, Makeig S, McKeown MJ, Iragui V, and Sejnowski TJ, "Extended ICA Removes Artifacts from Electroencephalographic Recordings", Advances in Neural Information Processing Systems 10:894-900, 1998.
• McKeown MJ, Makeig S, Brown GG, Jung T-P, Kindermann SS, and Sejnowski TJ, "Analysis of fMRI by Blind Separation into Independent Spatial Components", Human Brain Mapping 6(3):160-88, 1998.
• McKeown MJ, Jung T-P, Makeig S, Brown GG, Kindermann G, Lee T-W, and Sejnowski TJ, "Spatially Independent Activity Patterns in Functional Magnetic Resonance Imaging Data During the Stroop Color-naming Task", Proc. of National Academy of Sciences, 95:803-10, 1998.
• Jung T-P, Makeig S, Bell AJ, and Sejnowski TJ, "Independent Component Analysis of Electroencephalographic and Event-related Potential Data," In: Central Auditory Processing and Neural Modeling (Poon P & Brugge J ed), Plenum Press, NY, 189-197, 1998.
• Makeig S, Jung T-P, Bell AJ, and Sejnowski TJ, "Blind Separation of Auditory Event-related Brain Responses into Independent Components," Proc. of National Academy of Sciences, 94:10979-84, 1997.
• Jung, T-P, Makeig, S, Stensmo, M, and Sejnowski, TJ, "Estimating alertness from the EEG power spectrum," IEEE Trans Biomed Eng, 44(1), 60-69, 1997.
• Makeig, S and Jung, T-P, "Tonic, phasic and transient EEG correlates of auditory awareness in drowsiness," Cogn Brain Res 4, 15-25, 1996.
• Makeig, S, Jung, T-P, and Sejnowski, TJ, "Using feedforward neural network to monitor alertness from changes in EEG correlation and coherence," Advances in Neural Information Processing Systems 8, 931-937, 1996.
• Makeig, S, Bell, AJ, Jung, T-P, and Sejnowski, TJ, "Independent component analysis of Electroencephalographic data." Advances in Neural Information Processing Systems 8, 145-151,1996.
• Jung T-P, Krishnamurthy A et el.``Deriving Gestural Scores from Articulator-Movement Records using Weighted Temporal Decomposition'', IEEE Transaction on Speech, Audio Processing 4(1), 2-18, 1996.
• Makeig, S and Jung, T-P, "Changes in Alertness Are a Principal Component of Variance in the EEG Spectrum", NeuroReport, 7(1), 213-216, 1995.
• Beckman ME, Jung T-P et el., ``Variability in the Production of Quantal Vowels Revisited'', Journal of Acoustical Society of America, 97(1), 471-90, 1995.
• Ahalt S, Chen P, Chou C-T, and Jung T-P, ``Implementation of a Vector Quantization Codebook Design Technique Based on a Competitive Learning Artificial Neural Network'', Journal of Supercomputing, 5, 307-30, Kluwer Academic, 1992.
• Ahalt S, Jung T-P, and Krishnamurthy A, ``A Comparison of MLP and FSCL-LVQ Neural Networks for Vowel Classification'' In: Neural Networks : Concept, Applications, and Implementations, Vol.III, chap. 6, 124-43, 1991.

Recent Abstracts

• Jung, T-P., Duann, J-R., Haist, F., Vankov, A., Sejnowski, T.J., Makeig, S., "Simultaneous EEG and fMRI Study of Working Memory," Human Brain Mapping Annual Meeting, Budapest, Hungary, June 13-17, 2004.
• Duann, J-R., Jung, T-P., Haist, F., Finelli, L., Vankov, A., Sejnowski, T.J., Makeig, S., "ICA consistently found the same task-related brain activity from 15 subjects performing 2-back working memory task," Human Brain Mapping Annual Meeting, Budapest, Hungary, June 13-17, 2004.
• Finelli, L., Jung, T-P., Haist, F., Duann, J-R., Vankov, A., Sejnowski, T.J., Makeig, S., "Spontaneous fMRI BOLD and EEG dynamics: non-inferential approaches to the conscious resting state," Human Brain Mapping Annual Meeting, Budapest, Hungary, June 13-17, 2004.
• Finelli, L., Jung, T-P., Duann, J-R., Haist, F., Makeig, S., Sejnowski, T.J., "Information theoretic modeling and removal of artifacts from EEG recordings during fMR imaging," Human Brain Mapping Annual Meeting, New York City, June 18-22, 2003.
• Duann, J-R., Hsu, J-L., Wang, H-C., Jung, T-P. "Identifying Brain Areas with Significant rCBF Differences between Parkinson!&s Disease and Normal Control Subjects," Human Brain Mapping Annual Meeting, New York City, June 18-22, 2003.
• Siegel R.M., Duann, J-R., Jung, T-P., Sejnowski, T.J., "Independent Component Analysis and the Functional Architecture of the Inferior Parietal Cortex of Behaving Monkey," The 3rd Annual Meeting of Vision Science Society Abstracts, Sarasota, FL, May 9-14, 2003.
• Siegel R.M., Duann, J-R., Jung, T-P., Sejnowski, T.J., "Independent Component of Intrinsic Optical Signals for Gain Fields in Inferior Patietal Cortex of Behaving Monkey," The 32nd Annual Meeting of Society For Neuroscience Abstracts, Orlando, Nov. 2002.
• Bazhenov, M., Jung, T-P., Timofeev, I., Steriade, M., Sejnowski, T.J., "Foci of trauma-induced Seizures localized by Independent Component Analysis," The 32nd Annual Meeting of Society for Neuroscience Abstracts, Orlando, Nov. 2002.
• Jeng-Ren Duann, T.P. Jung, W.J. Kuo, T.C. Yeh, S. Makeig, J.C. Hsieh, T.J. Sejnowski. Measuring variability of hemodynamics responses in event-related BOLD data using ICA. The 8th Joint Symposium on Neural Computation, The Salk Institute, La Jolla CA, May 19, 2001
• Marissa Westerfield , Scott Makeig, T-P. Jung, T. J. Sejnowski, Independent Component Analysis reveals the spatial sources of the visual P300. The 8th Joint Symposium on Neural Computation, Institute for Neural Computation Symposium, The Salk Institute, La Jolla CA, May 19, 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.
• Edwards E, Townsend J, Westerfield M, Makeig S, Jung T-P, "Cortical lesions affect the late positive potential during visual-spatial attention" Cognitive Neuroscience Society Abstracts, p.90, April 2000.
• Makeig S, Enghoff S, Jung T-P, and Sejnowski TJ, "Independent Components of Event-related Electroencephalographic Data", Cognitive Neuroscience Society Abstracts, p.93, April 2000.
• Jung T-P, Makeig S, Townsend J, Westerfield W, Hicks B, Courchesne E, and Sejnowski TJ, "Single-trial ERPs durinf Continuous fMRI Scanning", Society for Neuroscience Abstracts , Oct. 1999.
• Makeig S, Townsend J, Jung T-P, Enghoff A, Gibson C, and Sejnowski TJ, "Early Visual Evoked Response Peaks Appear to be Sums of Activity in Multiple Alpha Sources", Society for Neuroscience Abstracts , Oct. 1999.
• Makeig S, Jung T-P and Sejnowski TJ, "Indepednent Components of event-related brain dynamics", Society for Psychophysiology Research Abstracts , Sep. 1999.
• Van Orden K, Jung T-P, and Makeig S, "Eye Activity Correlates of Fatifue during a Visual Tracking Task," Meeting of Human Factor Society, 1998.
• Jung T-P, Makeig S, and Sejnowski TJ, "Identifying and Visualizing Independent Components in Artifact-Free Single-trial Event-Related Potentials", Society for Neuroscience Abstracts, Oct. 1998.
• Makeig S, Jung T-P and Sejnowski TJ , "Multiple Coherent Oscillatory Components of the Human Electroencephalogram (EEG) Differently Modulated by Cognitive Events'', Society for Neuroscience Abstracts , Oct. 1998.
• McKeown MJ, Makeig S., Jung T-P, Brown GG, Kindermann SS, and Sejnowski TJ, "Finding the Time Courses of Spatially Independent Activations in fMRI Data during STROOP and Control Tasks", Society for Neuroscience Abstracts, Oct. 1997.
• Makeig S Jung T-P, and Sejnowski TJ, "Independent Component Analysis of Single-trial Event-related Potentials", Society for Neuroscience Abstracts, Oct. 1997.
• Makeig S, Jung T-P , Lee T-W, and Sejnowski TJ, "Independent Component Analysis of Steady-state Responses", The Annual Meeting of Society for Psychophysiological Research, Oct. 1997.
• McKeown MJ, Makeig S, Jung T-P, Brown GG, Kindermann SS, and Sejnowski TJ, "Functional Magnetic Resonance Imaging Data Interpreted As Spatially Independent Mixtures'', Proc. 4th Joint Symposium on Neural Computation, May 1997.
• McKeown MJ, Makeig S, Jung T-P, Brown GG, Kindermann SS, and Sejnowski TJ, "Analysis of fMRI Data by Decomposition into Independent Components", American Academy of Neurology Abstract, 48, A417, 1997.
• Makeig S, Anllo-Vento L, Jung T-P, Bell AJ Sejnowski TJ, Hillyard SA, "Independent Component Analysis of event-related potentials during selective attention", Society for Neuroscience Abstracts, 22:1698, 1996.
• Makeig S, Jung T-P, Bell AJ, Ghahremani D, and Sejnowski TJ, "Blind separation of event-related brain response components", Society for Psychophysiological Research, Abstract, Oct. 1996.
• Makeig S, Anllo-Vento L, Jung T-P, Bell AJ, Sejnowski TJ, and Hillyard, SA, "Independent component analysis of event-related potentials during a selective attention task", Society for Psychophysiological Research, Abstract, Oct. 1996.
• Makeig S, Jung T-P, Ghahremani D, Bell AJ, Sejnowski TJ, "What (Not Where) are the Sources of the EEG?", , Proc. The 18th Annual Meeting of The Cognitive Science Society 802. 1996.
• Makeig S, and Jung T-P, "Fast (20 sec) and Slow (4+ min) Changes in Auditory Awareness", Proceeding of Proceeding of World Congress Sleep Research, Sep 1995.
• Bartlett M, Makeig S, Bell AJ, Jung T-P, Sejnowski TJ, "Independent Component Analysis of EEG Data", Society for Neuroscience Abstracts, 21:437, 1995.
• Jung T-P and Makeig S, "Prediction Failures in Auditory Detection from Changes in the EEG Spectrum", Proceeding of the 17th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 927-8, 1995.