EEG-based discrimination between imagination of right and left hand movement

Electroencephalography and Clinical Neurophysiology

Volumn 103, Issue 6, 1997, Pages 642-651

  Pfurtscheller, G ^a   Neuper, Ch ^a   Flotzinger, D ^a   Pregenzer, M ^a  

^a GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

Central beta rhythm; Event related desynchronisation (ERD); Event related synchronisation (ERS); Motor imagery; Mu rhythm

Indexed keywords

ADULT; ARTICLE; BETA RHYTHM; CORTICAL SYNCHRONIZATION; DISCRIMINATION LEARNING; ELECTROENCEPHALOGRAPHY; EVENT RELATED POTENTIAL; FEEDBACK SYSTEM; FEMALE; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; LEFT HANDEDNESS; MALE; NORMAL HUMAN; PRIORITY JOURNAL; RIGHT HANDEDNESS; STIMULUS RESPONSE; TASK PERFORMANCE;

ADULT; BETA RHYTHM; CEREBRAL CORTEX; CORTICAL SYNCHRONIZATION; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; EVOKED POTENTIALS; FEEDBACK; FEMALE; FUNCTIONAL LATERALITY; HUMANS; IMAGINATION; MALE; MOTIVATION; MOTOR CORTEX; MOVEMENT; MUSCLE, SKELETAL; PARIETAL LOBE; PSYCHOMOTOR PERFORMANCE;

EID: 0031457932     PISSN: 00134694     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0013-4694(97)00080-1     Document Type: Article

References (31)

1. Beisteiner, R., Höllinger, P., Lindinger, G., Lang, W. and Berthoz, A. Mental representations of movements. Brain potentials associated with imagination of hand movements. Electroenceph. clin. Neurophysiol., 1995, 96: 183-193.
2. Cooper, R., Winter, A.L., Crow, H.J. and Grey Walter, W. Comparison of subcortical, cortical and scalp activity using chronically indwelling electrodes in man. Electroenceph. clin. Neurophysiol., 1965, 18: 217-228.
3. Decety, J. Brain structures participating in mental simulation of motor behavior: a neuropsychological interpretation. Acta Psychol., 1990, 73: 13-34.
4. Derambure, P., Defebvre, L., Dujardin, K., Bourriez, J.L., Jacquesson, J.M., Destee, A. and Guieu, J.D. Effect of ageing on the spatio-temporal pattern of event-related desynchronisation during a voluntary movement. Electroenceph. clin. Neurophysiol., 1993, 89: 197-203.
5. Flotzinger, D., Kalcher, J. and Pfurtscheller, G. EEG classification by learning vector quantization. Biomed. Tech., 1992, 37(12): 303-309.
6. Franken, H.M., Veltink, P.H. and Boom, H.K. Restoring gait in paraplegics by functional electrical stimulation. IEEE Eng. Med. Biol., 1994, Aug./Sept.: 564-570.
7. Gastaut, H. Etude electrocorticographique de la reactivité des rhythmes rolandiques. Rev. Neurol., 1952, 87: 176-182.
8. Gastaut, H., Naquet, R. and Gastaut, Y. A study of the mu rhythm in subjects lacking one or more limbs. Electroenceph. clin. Neurophysiol., 1965, 18: 720-721.
9. Georgopoulos, A.P., Crutcher, M.D. and Schwartz, A.B. Cognitive spatial-motor processes. 3. Motor cortical prediction of movement direction during an instructed delay period. Exp. Brain Res., 1989, 75: 183-194.
10. Hallett, M., Fieldman, J., Cohen, L.G., Sadato, N. and Pascual-Leone, A. Involvement of primary motor cortex in motor imagery and mental practice. Behav. Brain Sci., 1994, 17: 210.
11. Jasper, H.H. and Penfield, W. Electrocorticograms in man: effect of the voluntary movement upon the electrical activity of the precentral gyrus. Arch. Psychiat. Z. Neurol., 1949, 183: 163-174.
12. Jeannerod, M. Mental imagery in the motor context. Neuropsichologia, 1995, 33(11): 1419-1432.
13. Kalcher, J. and Pfurtscheller, G. Discrimination between phase-locked and non-phase-locked event-related EEG activity. Electroenceph. clin. Neurophysiol., 1995, 94: 381-483.
14. Kalcher, J., Flotzinger, D., Neuper, Ch., Gölly, S. and Pfurtscheller, G. Graz brain-computer interface II. Towards communication between man and computer based on on-line classification of three different EEG patterns. Med. Biol. Eng. Comput., 1996, 34: 382-388.
15. Kohonen, T. The self-organizing map. Proc. IEEE, 1990, 78(9): 1464-1480.
16. Mountcastle, V.B. An organizing principle for cerebral function: the unit module and the distributed system. In: F.O. Schmitt and F.G. Worden (Eds.), The Neurosciences 4th Study Program. MIT Press, Cambridge, MA, 1979.
17. Pfurtscheller, G. Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest. Electroenceph. clin. Neurophysiol., 1992, 83: 62-69.
18. Pfurtscheller, G. and Berghold, A. Patterns of cortical activation during planning of voluntary movement. Electroenceph. clin. Neurophysiol., 1989, 72: 250-258.
19. Pfurtscheller, G. and Neuper, Ch. Event-related synchronization of mu rhythm in the EEG over the cortical hand area in man. Neurosci. Lett., 1994, 174: 93-96.
20. Pfurtscheller, G., Stancák, Jr., A. and Edlinger, G. On the existence of different types of central beta rhythms below 30 Hz. Electroenceph. clin. Neurophysiol., 1997, 102: 316-325.
21. Popovic, D.B., Stein, R.B., Jovanovic, K.L., Dai, R., Kostov, A. and Armstrong, W.W. Sensory nerve recording for closed-loop control to restore motor functions. IEEE Biomed. Eng., 1993, 40(10): 1024-1031.
22. Pregenzer, M., Flotzinger, D. and Pfurtscheller, G. Distinction sensitive learning vector quantization. A noise insensitive classification method. In: Proceedings IEEE International Conference on Neural Networks (ICNN-94, Orlando, FL), 1994, pp. 2890-2894.
23. Pregenzer, M., Pfurtscheller, G. and Flotzinger, D. Automated feature selection with a distinction sensitive learning vector quantizer. Neurocomputing, 1996, 11: 19-29.
24. Rao, S.M., Binder, J.R., Bandettini, P.A., Hammeke, T.A., Yetkin, F.Z., Jesmanowicz, A., Lisk, L.M., Morris, G.L., Mueller, W.M., Estkowski, L.D., Wong, E.C., Haughton, V.M. and Hyde, J.S. Functional magnetic resonance imaging of complex human movements. Neurology, 1993, 43: 2311-2318.
25. Rockstroh, B., Elbert, T., Canavan, A., Lutzenberger, W. and Birbaumer, N. (Eds.). Slow Cortical Potentials and Behavior. Urban and Schwarzenberg, Baltimore, MD, 1989.
26. Roland, P.E., Larsen, B., Lassen, N.A. and Skinhoj, E. Supplementary motor area and other cortical areas in organization of voluntary movements in man. J. Neurophysiol., 1980, 43: 118-136.
27. Stancák, Jr., A. and Pfurtscheller, G. Mu-rhythm changes in brisk and slow self-paced finger movements. Neuroreport, 1996, 7: 1161-1164.
28. Sutter, E.E. The brain response interface: communication through visually-induced electrical brain response. J. Microcomput. Appl., 1992, 15: 31-45.
29. Toro, C., Deuschl, G., Thatcher, R., Sato, S., Kufta, C. and Hallett, M. Event-related desynchronisation and movement-related cortical potentials on the ECoG and EEG. Electroenceph. clin Neurophysiol., 1994, 93: 380-389.
30. Vidal, J. Toward direct brain-computer communication. Annu. Rev. Biophys. Bioeng., 1973, 157-180.
31. Wolpaw, J. and McFarland, D.J. Multichannel EEG-based brain-computer communication. Electroenceph. clin. Neurophysiol., 1994, 90: 444-449.