Motor imagery based brain-computer interface: A study of the effect of positive and negative feedback

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 6323-6326

  González Franco, Mar ^a   Yuan, Peng ^a   Zhang, Dan ^a   Hong, Bo ^a   Gao, Shangkai ^a  

^a Tsinghua University ^*  (China)

Author keywords

[No Author keywords available]

Indexed keywords

CO-ADAPTATION; EXPERIMENTAL CONDITIONS; HEART RATE VARIABILITY; HUMAN BRAIN; MOTOR IMAGERY; SKILL ACQUISITION; VISUAL FEEDBACK;

FEEDBACK; INTERFACES (COMPUTER); LEARNING ALGORITHMS; RESEARCH; VISUAL COMMUNICATION;

BRAIN COMPUTER INTERFACE;

ADULT; ALGORITHM; ARTICLE; BRAIN; CEREBROVASCULAR ACCIDENT; COMPUTER GRAPHICS; COMPUTER INTERFACE; ELECTROCARDIOGRAPHY; ELECTROENCEPHALOGRAPHY; FEEDBACK SYSTEM; FEMALE; HUMAN; IMAGINATION; LEARNING; MALE; METHODOLOGY; MOTOR PERFORMANCE; PATHOLOGY; PATIENT SATISFACTION; PHYSIOLOGY; QUESTIONNAIRE; REPRODUCIBILITY; VISION; STROKE;

ADULT; ALGORITHMS; BRAIN; COMPUTER GRAPHICS; ELECTROCARDIOGRAPHY; ELECTROENCEPHALOGRAPHY; FEEDBACK; FEMALE; HUMANS; IMAGINATION; LEARNING; MALE; MOTOR SKILLS; PATIENT SATISFACTION; QUESTIONNAIRES; REPRODUCIBILITY OF RESULTS; STROKE; USER-COMPUTER INTERFACE; VISION, OCULAR;

EID: 84864615795     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091560     Document Type: Conference Paper

References (15)

1. J. Wolpaw, N. Birbaumer, D. McFarland, G. Pfurtscheller, and T. Vaughan, "Brain-computer interfaces for communication and control," Clinical neurophysiology, vol. 113, no. 6, pp. 767-791, 2002.
2. G. Pfurtscheller and C. Neuper, "Motor imagery and direct braincomputer communication," Proceedings of the IEEE, vol. 89, no. 7, pp. 1123-1134, 2002.
3. J. Decety and D. Ingvar, "Brain structures participating in mental simulation of motor behavior: A neuropsychological interpretation," Acta Psychologica, vol. 73, no. 1, pp. 13-34, 1990.
4. M. Jeannerod and V. Frak, "Mental imaging of motor activity in humans," Current Opinion in Neurobiology, vol. 9, no. 6, pp. 735- 739, 1999.
5. N. Birbaumer and L. Cohen, "Brain-computer interfaces: communication and restoration of movement in paralysis," The Journal of Physiology, vol. 579, no. 3, pp. 621-636, 2007.
6. C. Vidaurre, C. Sannelli, K. Müller, and B. Blankertz, "Co-adaptive calibration to improve bci efficiency," Journal of Neural Engineering, vol. 8, p. 025009, 2011.
7. M. Besserve, K. Jerbi, F. Laurent, S. Baillet, J. Martinerie, and L. Garnero, "Classification methods for ongoing eeg and meg signals," Biological research, vol. 40, pp. 415-437, 2007.
8. F. Lotte, M. Congedo, A. Léuyer, F. Lamarche, and B. Arnaldi, "A review of classification algorithms for eeg-based brain computer interfaces," Journal of neural engineering, vol. 4, p. R1, 2007.
9. A. Barbero and M. Grosse-Wentrup, "Biased feedback in braincomputer interfaces," Journal of NeuroEngineering and Rehabilitation, vol. 7, no. 1, p. 34, 2010.
10. H. Hwang, K. Kwon, and C. Im, "Neurofeedback-based motor imagery training for brain-computer interface (bci)," Journal of neuroscience methods, vol. 179, no. 1, pp. 150-156, 2009.
11. A. Camm, M. Malik, J. Bigger, G. Breithardt, S. Cerutti, R. Cohen, P. Coumel, E. Fallen, H. Kennedy, and R. Kleiger, "Heart rate variability: standards of measurement, physiological interpretation, and clinical use," Circulation, vol. 93, no. 5, pp. 1043-1065, 1996.
12. J. Delaney and D. Brodie, "Effects of short-term psychological stress on the time and frequency domains of heart-rate variability," Perceptual and motor skills, vol. 91, no. 2, p. 515, 2000.
13. D. Zhang, Y. Wang, X. Gao, B. Hong, and S. Gao, "An algorithm for idle-state detection in motor-imagery-based brain-computer interface," Computational Intelligence and Neuroscience, vol. 2007, p. 5, 2007.
14. E. Curran and M. Stokes, "Learning to control brain activity: A review of the production and control of eeg components for driving braincomputer interface (bci) systems," Brain and cognition, vol. 51, no. 3, pp. 326-336, 2003.
15. D. McFarland, L. McCane, and J. Wolpaw, "Eeg-based communication and control: short-term role of feedback," Rehabilitation Engineering, IEEE Transactions on, vol. 6, no. 1, pp. 7-11, 2002.