EEG changes accompanying learned regulation of 12-Hz EEG activity

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 11, Issue 2, 2003, Pages 133-137

  Delorme, Arnaud ^a   Makeig, Scott ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

rhythm; Brain; Computer interface (BCI); Electroencephalogram (EEG); Independent component analysis (ICA)

Indexed keywords

ELECTROENCEPHALOGRAPHY; HUMAN COMPUTER INTERACTION; INDEPENDENT COMPONENT ANALYSIS; OPTIMIZATION;

BRAIN-COMPUTER INTERFACES (BCI);

INTERFACES (COMPUTER);

ARTICLE; BRAIN FUNCTION; COMPUTER INTERFACE; DATA ANALYSIS; DECOMPOSITION; ELECTROENCEPHALOGRAPHY; FREQUENCY ANALYSIS; INDEPENDENT COMPONENT ANALYSIS; PHENOMENOLOGY; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; SCALP; THETA RHYTHM; TRAINING;

ADAPTATION, PHYSIOLOGICAL; ALGORITHMS; BIOFEEDBACK (PSYCHOLOGY); BRAIN; ELECTROENCEPHALOGRAPHY; FEEDBACK; HUMANS; LEARNING; MALE; PHOTIC STIMULATION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING, COMPUTER-ASSISTED; TASK PERFORMANCE AND ANALYSIS; USER-COMPUTER INTERFACE; VISUAL PERCEPTION;

EID: 0043171126     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2003.814428     Document Type: Article

References (16)

1. J. R. Wolpaw, D. J. McFarland, G. W. Neat, and C. A. Forneris, "An EEG-based brain-computer interface for cursor control," Electroencephalogr. Clin. Neurophysiol., vol. 78, pp. 252-259, 1991.
2. D. J. McFarland, L. M. McCane, S. V. David, and J. R. Wolpaw, "Spatial filter selection for EEG-based communication," Electroencephalogr. Clin. Neurophysiol., vol. 103, pp. 386-394, 1997.
3. D. J. McFarland and J. R. Wolpaw, "EEG-based communication and control: Speed-accuracy relashionships," Appl. Psychophysiol. Biofeedback, 2002, to be published.
4. S. Makeig, A. J. Bell, T. P. Jung, and T. J. Sejnowski, "Independent component analysis of electroencephalographic data," in Advances in Neural Information Processing Systems. D. M. M. Touretzky and M. Hasselmo, Eds. Cambridge, MA: MIT Press, 1996, vol. 8, pp. 145-151.
5. S. Makeig, S. Enghoff, T. P. Jung, and T. J. Sejnowski, "A natural basis for efficient brain-actuated control," IEEE Trans. Rehab. Eng., vol. 8, pp. 208-211, June 2000.
6. A. Delorme and S. Makeig. (2002) EEGLAB: A MATLAB toolbox for electrophysiological data analysis. Univ. California San Diego, Swartz Center for Computat. Neurosci., La Jolla, CA. [Online]. Available: http://sccn.ucsd.edu/eeglab/
7. M. Scherg and P. Berg, "Use of prior knowledge in brain electromagnetic source analysis," Brain Topogr., vol. 4, pp. 143-150, 1991.
8. S. Makeig, M. Westerfield, T. P. Jung, S. Enghoff, J. Townsend, E. Courchesne, and T. J. Sejnowski, "Dynamic brain sources of visual evoked responses," Science, vol. 295, pp. 690-694, 2002.
9. R. Hari, R. Salmelin, J. P. Makela, S. Salenius, and M. Helle, "Magnetoencephalographic cortical rhythms," Int. J. Psychophysiol., vol. 26, pp. 51-62, 1997.
10. T. P. Jung, S. Makeig, M. Westerfield, J. Townsend, E. Courchesne, and T. J. Sejnowski, "Analyzing and visualizing single-trial event-related potentials," Adv. Neur Inform. Process. Syst., vol. 11, pp. 118-124, 1999.
11. S. Makeig, "Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones," Electroencephalogr. Clin. Neurophysiol., vol. 86, pp. 283-293, 1993.
12. P. Rappelsberger, G. Pfurtscheller, and O. Filz, "Calculation of event-related coherence-A new method to study short-lasting coupling between brain areas," Brain Topogr., vol. 7, pp. 121-127, 1994.
13. A. Delorme, S. Makeig, M. Fabre-Thorpe, and T. Sejnowski, "From single-trials EEG to brain area dynamics," Neurocomput., 2001, to be published.
14. G. Pfurtscheller and A. Berghold, "Patterns of cortical activation during planning of voluntary movement," Electroencephalogr. Clin. Neurophysiol., vol. 72, pp. 250-258, 1989.
15. L. Kaufman, S. Curtis, J. Z. Wang, and S. J. Williamson, "Changes in cortical activity when subjects scan memory for tones," Electroencephalogr Clin. Neurophysiol., vol. 82, pp. 266-284, 1992.
16. S. Makeig, "Response: Event-related brain dynamics - Unifying brain electrophysiology," Trends Neurosci., vol. 25, p. 390, 2002.