An auditory brain-computer interface using active mental response

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 18, Issue 3, 2010, Pages 230-235

  Guo, Jing ^a   Gao, Shangkai ^a   Hong, Bo ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Auditory; Brain computer interface (BCI); Late positive component; N2

Indexed keywords

BRAIN RESPONSE; CLASSIFICATION METHODS; COMPUTER INTERFACES; DISCRIMINABILITY; FISHER DISCRIMINANT ANALYSIS; RANDOM SEQUENCE; SINGLE ELECTRODES; SVM CLASSIFICATION; TARGET DETECTION; VISION IMPAIRMENTS;

DISCRIMINANT ANALYSIS; ELECTROENCEPHALOGRAPHY; FISHER INFORMATION MATRIX; INTERFACES (COMPUTER); TARGETS;

BRAIN COMPUTER INTERFACE;

ADULT; ARTICLE; ARTIFICIAL INTELLIGENCE; AUDITORY STIMULATION; BRAIN; COMPUTER INTERFACE; ELECTRODE; ELECTROENCEPHALOGRAPHY; EVENT RELATED POTENTIAL; EVOKED RESPONSE; HEMISPHERIC DOMINANCE; HUMAN; PHYSIOLOGY; STATISTICAL ANALYSIS;

ACOUSTIC STIMULATION; ADULT; ARTIFICIAL INTELLIGENCE; BRAIN; DATA INTERPRETATION, STATISTICAL; ELECTRODES; ELECTROENCEPHALOGRAPHY; EVENT-RELATED POTENTIALS, P300; EVOKED POTENTIALS; FUNCTIONAL LATERALITY; HUMANS; USER-COMPUTER INTERFACE; YOUNG ADULT;

EID: 77953283878     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2010.2047604     Document Type: Article

References (26)

1. Y. Wang, X. Gao, B. Hong, C. Jia, and S. Gao, "Brain-computer interfaces based on visual evoked potentials-Feasibility of practical system designs," IEEE Eng. Med. Biol. Mag., vol.27, no.5, pp. 64-71, Sep./Oct. 2008.
2. F. Guo, B. Hong, X. Gao, and S. Gao, "Brain computer interface using motion-onset visual evoked potential," J. Neural Eng., vol.5, pp. 477-485, 2008.
3. L. Farwell and E. Donchin, "Taking off the top of your head- toward a mental prosthesis utilizing event-related brain potentials," Electroencephalogr. Clin. Neurophysiol., vol.70, pp. 510-523, 1988.
4. E. W. Sellers, D. J. Krusienski, D. J. McFarland, T. M. Vaughan, and J. R. Wolpaw, "A P300 event-related potential brain-computer interface (BCI): The effects of matrix size and inter stimulus interval on performance," Biol. Psychol., vol.73, pp. 242-252, 2006.
5. D. J. Krusienski, E. W. Sellers, D. J. McFarland, T. M. Vaughan, and J. R.Wolpaw, "Toward enhanced P300 speller performance," J. Neurosci. Methods, vol.167, pp. 15-21, 2008.
6. D. J. Krusienski, E. W. Sellers, F. Cabestaing, S. Bayoudh, and D. J. McFarland, "A comparison of classification techniques for the P300 speller," J. Neural Eng., vol.3, pp. 299-305, 2006.
7. H. Serby, E. Yom-Tov, and G. F. Inbar, "An improved P300-based brain-computer interface," IEEE Trans. Neural Syst. Rehabil. Eng., vol.13, pp. 89-98, 2005.
8. Hayashi and S. Kato, "Total manifestations of amyotrophic lateral sclerosis- ALS in the totally locked-in state," J. Neurological Sci., vol.93, pp. 19-35, 1989.
9. T. Hinterberger, J. Hill, and N. Birbaumer, "An auditory brain-computer communication device," presented at the IEEE Int. Workshop Biomed. Circ. Syst., Singapore, 2004.
10. M. Pham, T. Hinterberger, N. Neumann, A. Kubler, N. Hofmayer, A. Grether, B. Wilhelm, J. J. Vatine, and N. Birbaumer, "An auditory brain-computer interface based on the self-regulation of slow cortical potentials," Neurorehabilitat. Neural Repair, vol.19, pp. 206-218, 2005.
11. F. Nijboer, A. Furdea, I. Gunst, J. Mellinger, D. J. McFarland, N. Birbaumer, and A. Kubler, "An auditory brain-computer interface," J. Neurosci. Methods, vol.167, pp. 43-50, 2008.
12. N. J. Hill, T. N. Lal, K. Bierig, N. Birbaumer, and B. Scholkopf, "Attentional modulation of auditory event-related potentials in a brain-computer interface," in IEEE Int. Workshop Biomed. Circuits Syst., Singapore, 2004.
13. E. W. Sellers and E. Donchin, "A P300-based brain-computer- interface: Initial tests by als patients," Clin. Neurophysiol., vol.117, pp. 538-548, 2006.
14. E. W. Sellers, A. Kubler, and E. Donchin, "Brain-computer interface research at the university of south Florida cognitive psychophysiology laboratory: The P300 speller," IEEE Trans. Neural Syst. Rehabil. Eng., vol.14, pp. 221-224, 2006.
15. A. Furdea, S. Halder, and D. J. Krusienski, "An auditory oddball (P300) spelling system for brain-computer interfaces," Psychophysiology, vol.46, pp. 617-625, 2009.
16. A. Kubler, A. Furdea, S. Halder, E. M. Hammer, F. Nijboer, and B. Kotchoubey, "A brain-computer interface controlled auditory event-related potential (P300) spelling system for locked-in patients," Disorders Consciousness, vol.1157, pp. 90-100, 2009.
17. S. A. Hillyard, G. V. Simpson, and D. L. Woods, "Event-related brain potentials and selective attention to different modalities," Cortical Integrat., pp. 395-414, 1984.
18. G. P. Novak, W. Ritter, H. G. Vaughan, and M. L.Wiznitzer, "Differentiation of negative event-related potentials in an auditory discrimination task," Electroencephalogr. Clin. Neurophysiol., vol.75, pp. 255-275, 1990.
19. K. Alho, "Selective attention in auditory processing as reflected by event-related brain potentials," Psychophysiology, vol.29, pp. 247-263, 1992.
20. J. Polich, "P300, probability, and interstimulus interval," Psychophysiology, vol.27, pp. 396-403, 1990.
21. J. Polich, "Updating P300: An integrative theory of P3a and P3b," Clin. Neurophysiol., vol.118, pp. 2128-2148, 2007.
22. M. Falkenstein, J. Hohnsbein, and J. Hoormann, "Effects of choice complexity on different subcomponents of the late positive complex of the event-related potential," Electroencephalogr. Clin. Neurophysiol., vol.92, pp. 148-160, 1994.
23. A. Delorme and S. Makeig, "EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis," J. Neurosci. Methods, vol.134, pp. 9-21, 2004.
24. R. Näätänen, P. Paavilainen, T. Rinne, and K. Alho, "The mismatch negativity (MMN) in basic research of central auditory processing: A review," Clin. Neurophysiol., vol.118, pp. 2544-2590, 2007.
25. E. Donchin, "Society for psychophysiological research- Presidentialaddress, 1980-surprise surprise," Psychophysiology, vol.18, pp. 493-513, 1981.
26. A. Kübler and N. Birbaumer, "Brain-Computer interfaces and communication in paralysis: Extinction of goal directed thinking in completely paralysed patients?," Clin. Neurophysiol., vol.119, pp. 2658-2666, 2008.