Control of a visual keyboard using an electrocorticographic brain-computer interface

Neurorehabilitation and Neural Repair

Volumn 25, Issue 4, 2011, Pages 323-331

  Krusienski, Dean J ^a   Shih, Jerry J ^b  

^a Old Dominion University   (United States)

^b MAYO CLINIC   (United States)

Author keywords

Brain computer interface; Electrocorticography; Event related potentials; P300 speller

Indexed keywords

ACCURACY; ADULT; ARTICLE; BRAIN COMPUTER INTERFACE; BRAIN DEPTH STIMULATION; CLINICAL ARTICLE; CONTROLLED STUDY; ELECTROCORTICOGRAPHY; ELECTRODE; ELECTROENCEPHALOGRAM; EYE TRACKING; FEMALE; HUMAN; INTERPERSONAL COMMUNICATION; INTRACTABLE EPILEPSY; KEYBOARD; LANGUAGE PROCESSING; MALE; MOTOR CORTEX; SIGNAL PROCESSING; SPELLING; TASK PERFORMANCE; VISUAL CORTEX; WORD RECOGNITION;

CEREBRAL CORTEX; COMPUTERS; ELECTRODES, IMPLANTED; ELECTROPHYSIOLOGY; EPILEPSY; EVENT-RELATED POTENTIALS, P300; HUMANS; SOFTWARE; TEACHING; USER-COMPUTER INTERFACE;

EID: 79954593214     PISSN: 15459683     EISSN: 15526844     Source Type: Journal    
DOI: 10.1177/1545968310382425     Document Type: Article

References (37)

1. Wolpaw JR, Birbaumer N, McFarland DJ, et al. Brain-computer interfaces for communication and control. Clin Neurophysiol. 2002;113:767-791. (Pubitemid 34621187)
2. Farwell LA, Donchin E. Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr Clin Neurophysiol. 1988;70:510-523.
3. Krusienski DJ, Sellers EW, McFarland DJ, et al. Toward enhanced P300 speller performance. J Neurosci Methods. 2008;167:15-21. (Pubitemid 350180088)
4. Lenhardt A, Kaper M, Ritter HJ. An adaptive P300-based online brain-computer interface. IEEE Trans Neural Syst Rehabil Eng. 2008;16:121-130. (Pubitemid 351519526)
5. Serby H, Yom-Tov E, Inbar GF. An improved P300-based brain-computer interface. IEEE Trans Neural Syst Rehabil Eng. 2005;13:89-98. (Pubitemid 40469226)
6. Nijboer F, Sellers EW, Mellinger J, et al. A P300-based braincomputer interface for people with amyotrophic lateral sclerosis. Clin Neurophysiol. 2008;119:1909-1916.
7. Vaughan TM, McFarland DJ, Schalk G, et al. The Wadsworth BCI Research and Development Program: at home with BCI. IEEE Trans Neural Syst Rehabil Eng. 2006;14:229-233. (Pubitemid 44150249)
8. Boulton AA, Baker GB, Vanderwolf CH. Neurophysiological Techniques: Applications to Neural Systems. Clifton, NJ: Humana; 1990:277-312.
9. Srinivasan R, Nunez PL, Silberstein RB. Spatial filtering and neocortical dynamics: estimates of EEG coherence. IEEE Trans Biomed Eng. 1998;45:814-826. (Pubitemid 28292319)
10. Freeman WJ, Holmes MD, Burke BC, Vanhatalo S. Spatial spectra of scalp EEG and EMG from awake humans. Clin Neurophysiol. 2003;114:1053-1068. (Pubitemid 36694762)
11. Leuthardt EC, Miller KJ, Schalk G, et al. Electrocorticographybased brain computer interface: the Seattle experience. IEEE Trans Neural Syst Rehabil Eng. 2006;14:194-198. (Pubitemid 44150240)
12. Leuthardt EC, Schalk G, Wolpaw JR, et al. A brain-computer interface using electrocorticographic signals in humans. J Neural Eng. 2004;1:63-71. (Pubitemid 41079659)
13. Schalk G, Miller KJ, Anderson NR, et al. Two-dimensional movement control using electrocorticographic signals in humans. J Neural Eng. 2008;5:75-84. (Pubitemid 351366605)
14. Huggins JE, Levine SP, BeMent SL, et al. Detection of eventrelated potentials for development of a direct brain interface. J Clin Neurophysiol. 1999;16:448-455. (Pubitemid 29496468)
15. Levine SP, Huggins JE, BeMent SL, et al. Identification of electrocorticogram patterns as the basis for a direct brain interface. J Clin Neurophysiol. 1999;16:439-447. (Pubitemid 29496467)
16. Levine SP, Huggins JE, BeMent SL, et al. A direct brain interface based on event-related potentials. IEEE Trans Rehabil Eng. 2000;8:180-185. (Pubitemid 30437007)
17. Rohde MM, BeMent SL, Huggins JE, et al. Quality estimation of subdurally recorded, event-related potentials based on signal-to-noise ratio. IEEE Trans Biomed Eng. 2002;49: 31-40. (Pubitemid 34008111)
18. Schalk G, McFarland DJ, Hinterberger T, et al. BCI2000: a general-purpose brain-computer interface (BCI) system. IEEE Trans Biomed Eng. 2004;51:1034-1043. (Pubitemid 38661459)
19. Draper NR, Smith H. Applied Regression Analysis. 2nd ed. New York, New York, NY: John Wiley; 1981.
20. Cohen J, Cohen P. Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences. 2nd ed. Hillsdale, NJ: Erlbaum; 1983.
21. McFarland DJ, Sarnacki WA, Wolpaw JR. Brain-computer interface (BCI) operation: optimizing information transfer rates. Biol Psychol. 2003;63:237-251. (Pubitemid 36802306)
22. Lesser RP, Luders H, Klem G, et al. Extraoperative cortical functional localization in patients with epilepsy. J Clin Neurophysiol. 1987;4:27-53. (Pubitemid 17115705)
23. Lesser RP, Luders H, Klem G, et al. Cortical afterdischarge and functional response thresholds: results of extraoperative testing. Epilepsia. 1984;25:615-621. (Pubitemid 14007951)
24. Kaplan E, Goodglass H, Weintraub S. Boston Naming Test. 2nd ed. Philadelphia, PA: Lippincott Williams & Wilkins; 2001.
25. Kubler A, Kotchoubey B, Kaiser J, et al. Brain-computer communication: unlocking the locked in. Psychol Bull. 2001;127: 358-375. (Pubitemid 33610287)
26. Hochberg LR, Serruya MD, Friehs GM, et al. Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature. 2006;442:164-171. (Pubitemid 44086558)
27. McFarland DJ, Sarnacki WA, Vaughan TM, Wolpaw JR. Braincomputer interface (BCI) operation: signal and noise during early training sessions. Clin Neurophysiol. 2005;116:56-62. (Pubitemid 40260421)
28. Wolpaw JR, McFarland DJ. Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans. Proc Natl Acad Sci U S A. 2004;101:17849-17854. (Pubitemid 40051975)
29. Felton EA, Wilson JA, Williams JC, Garell PC. Electrocorticographically controlled brain-computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants: report of four cases. J Neurosurg. 2007;106:495-500. (Pubitemid 46354307)
30. Santhanam G, Ryu SI, Yu BM, et al. A high-performance braincomputer interface. Nature. 2006;442:195-198.
31. Blakely T, Miller KJ, Zanos SP, et al. Robust, long-term control of an electrocorticographic brain-computer interface with fixed parameters. Neurosurg Focus. 2009;27:E13.
32. Wilson JA, Schalk G, Walton LM, Williams JC. Using an EEGbased brain-computer interface for virtual cursor movement with BCI2000. J Vis Exp. 2009;(29).pii:1319.
33. Allison BZ, Pineda JA. ERPs evoked by different matrix sizes: implications for a brain computer interface (BCI) system. IEEE Trans Neural Syst Rehabil Eng. 2003;11:110-113. (Pubitemid 36935033)
34. Lee PL, Hsieh JC, Wu CH, et al. The brain computer interface using flash visual evoked potential and independent component analysis. Ann Biomed Eng. 2006;34:1641-1654.
35. Lee PL, Hsieh JC, Wu CH, et al. Brain computer interface using flash onset and offset visual evoked potentials. Clin Neurophysiol. 2008;119:605-616.
36. Guger C, Daban S, Sellers E, et al. How many people are able to control a P300-based brain-computer interface (BCI)? Neurosci Lett. 2009;462:94-98.
37. Brumberg JS, Nieto-Castanon A, Kennedy PR, Guenther FH. Brain-computer interfaces for speech communication. Speech Commun. 2010;52:367-379.