A submatrix-based P300 brain-computer interface stimulus presentation paradigm

Journal of Zhejiang University: Science C

Volumn 13, Issue 6, 2012, Pages 452-459

  Shi, Jin He ^a   Shen, Ji Zhong ^a   Ji, Yu ^a   Du, Feng Lei ^b  

^a ZHEJIANG UNIVERSITY   (China)

^b ZHEJIANG UNIVERSITY   (China)

Author keywords

Brain computer interface; Event related potentials; P300 speller; Submatrix based paradigm

Indexed keywords

BRAIN-COMPUTER INTERFACES (BCI); ENSEMBLE AVERAGING; EVENT RELATED POTENTIALS; HIGH STABILITY; INFORMATION TRANSFER RATE; P300 SPELLER; SEQUENCE NUMBER; SINGLE CELLS; SUB-MATRICES; SUBMATRIX; SUBMATRIX-BASED PARADIGM; VISUAL STIMULUS;

ERRORS;

BRAIN COMPUTER INTERFACE;

EID: 84864602812     PISSN: 18691951     EISSN: 1869196X     Source Type: Journal    
DOI: 10.1631/jzus.C1100328     Document Type: Article

References (25)

1. Chen, W.D., Zhang, J.H., Zhang, J.C., Li, Y., Qi, Y., Su, Y., Wu, B.A., Zhang, S.M., Dai, J.H., Zheng, X.X., et al., 2010. A P300 based online brain-computer interface system for virtual hand control. J. Zhejiang Univ.-Sci. C (Comput. & Electron.), 11(8):587-597. doi:10.1631/jzus.C0910530
2. Duncan-Johnson, C.C., Donchin, E., 1977. On quantifying surprise: the variation of event-related potentials with subjective probability. Psychophysiology, 14(5):456-467. doi:10.1111/j.1469-8986.1977.tb01312.x
3. Farwell, L.A., Donchin, E., 1988. Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephal. Clin. Neurophys., 70(6): 510-523. doi:10.1016/0013-4694(88) 90149-6
4. Fazel-Rezai, R., Abhari, K., 2009. A region-based P300 speller for brain-computer interface. Can. J. Electr. Comput. Eng., 34(3):81-85. doi:10.1109/CJECE.2009.5443854
5. Guan, C., Thulasidas, M., Wu, J., 2004. High Performance P300 Speller for Brain-Computer Interface. IEEE Int. Workshop on Biomedical Circuits and Systems, p.S3/5/INV-S3/13-16. doi:10.1109/BIOCAS.2004.1454155
6. Guger, C., Daban, S., Sellers, E., Holzner, C., Krausz, G., Carabalona, R., Gramatica, F., Edlinger, G., 2009. How many people are able to control a P300-based braincomputer interface (BCI)? Neurosci. Lett., 462(1):94-98. doi:10.1016/j.neulet.2009.06.045
7. Hoffmann, U., Vesin, J.M., Ebrahimi, T., Diserens, K., 2008. An efficient P300-based brain-computer interface for disabled subjects. J. Neurosci. Methods, 167(1):115-125. doi:10.1016/j.jneumeth.2007.03.005
8. Jin, J., Allison, B.Z., Sellers, E.W., Brunner, C., Horki, P., Wang, X.Y., Neuper, C., 2011. An adaptive P300-based control system. J. Neur. Eng., 8(3):036006. doi:10.1088/1741-2560/8/3/036006
9. Kaper, M., Meinicke, P., Grossekathoefer, U., Lingner, T., Ritter, H., 2004. BCI competition 2003-data set IIb: support vector machines for the P300 speller paradigm. IEEE Trans. Biomed. Eng., 51(6):1073-1076. doi:10. 1109/TBME.2004.826698
10. Krusienski, D.J., Sellers, E.W., McFarland, D.J., Vaughan, T.M., Wolpaw, J.R., 2008. Toward enhanced P300 speller performance. J. Neurosci. Methods, 167(1):15-21. doi: 10.1016/j.jneumeth.2007.07.017
11. Li, Y., Zhang, J.H., Su, Y., Chen, W.D., Qi, Y., Zhang, J.C., Zheng, X.X., 2009. P300 Based BCI Messenger. IEEE/ICME Int. Conf. on Complex Medical Engineering, p.1-5. doi:10.1109/ICCME.2009.4906636
12. Mak, J.N., Wolpaw, J.R., 2009. Clinical applications of braincomputer interfaces: current state and future prospects. IEEE Rev. Biomed. Eng., 2:187-199. doi:10.1109/RBME. 2009.2035356
13. Mak, J.N., Arbel, Y., Minett, J.W., McCane, L.M., Yuksel, B., Ryan, D., Thompson, D., Bianchi, L., Erdogmus, D., 2011. Optimizing the P300-based brain-computer interface: current status, limitations and future directions. J. Neur. Eng., 8(2):025003. doi:10.1088/1741-2560/8/2/025003
14. McFarland, D.J., Sarnacki, W.A., Wolpaw, J.R., 2003. Brain-computer interface (BCI) operation: optimizing information transfer rates. Biol. Psychol., 63(3):237-251. doi:10.1016/S0301-0511(03)00073-5
15. Picton, T.W., 1992. The P300 wave of the human event-related potential. J. Clin. Neurophysiol., 9(4):456-479. doi:10. 1097/00004691-199210000-00002
16. Pires, G., Castelo-Branco, M., Nunes, U., 2008. Visual P300-Based BCI to Steer a Wheelchair: a Bayesian Approach. 30th Annual Int. IEEE EMBS Conf., p.658-661. doi:10.1109/IEMBS.2008.4649238
17. Rakotomarnonjy, A., Guigue, V., 2008. BCI competition III: dataset II-ensemble of SVMs for BCIP300 speller. IEEE Trans. Biomed. Eng., 55(3):1147-1154. doi:10.1109/TBME.2008.915728
18. Schalk, G., McFarland, D.J., Hinterberger, T., Birbaumer, N., Wolpaw, J.R., 2004. BCI2000: a general-purpose, brain-computer interface (BCI) system. IEEE Trans. Biomed. Eng., 51(6):1034-1043. doi:10.1109/TBME. 2004.827072
19. Schlogl, A., Keinrath, C., Zimmermann, D., Scherer, R., Leeb, R., Pfurtscheller, G., 2007. A fully automated correction method of EOG artifacts in EEG recordings. Clin. Neurophys., 118(1):98-104. doi:10.1016/j.clinph.2006.09. 003
20. Sellers, E.W., Donchin, E., 2006. A P300-based brain-computer interface: initial tests by ALS patients. Clin. Neurophys., 117(3):538-548. doi:10.1016/j.clinph.2005.06.027
21. Sellers, E.W., Krusienski, D.J., McFarland, D.J., Vaughan, T.M., Wolpaw, J.R., 2006. A P300 event-related potential brain-computer interface (BCI): the effects of matrix size and inter stimulus interval on performance. Biol. Psychol., 73(3):242-252. doi:10.1016/j.biopsycho.2006.04.007
22. Sellers, E.W., Frye, G.E., Hauser, C.K., Townsend, G., 2011. Suppressing flashes of items surrounding targets during calibration of a P300-based brain-computer interface improves performance. J. Neur. Eng., 8(2):025024. doi: 10.1088/1741-2560/8/2/025024
23. Townsend, G., LaPallo, B.K., Boulay, C.B., Krusienski, D.J., Frye, G.E., Hauser, C.K., Schwartz, N.E., Vaughan, T.M., Wolpaw, J.R., Sellers, E.W., 2010. A novel P300-based brain-computer interface stimulus presentation paradigm: moving beyond rows and columns. Clin. Neurophys., 121(7):1109-1120. doi:10.1016/j.clinph.2010.01.030
24. Vaughan, T.M., McFarland, D.J., Schalk, G., Sarnacki, W.A., Krusienski, D.J., Sellers, E.W., Wolpaw, J.R., 2006. The wadsworth BCI research and development program: at home with BCI. IEEE Trans. Neur. Syst. Rehabil. Eng., 14(2):229-233. doi:10.1109/Tnsre.2006.875577
25. Wolpaw, J.R., Birbaumer, N., McFarland, D.J., Pfurtscheller, G., Vaughan, T.M., 2002. Brain-computer interfaces for communication and control. Clin. Neurophys., 113(6): 767-791. doi:10.1016/S1388-2457(02)00057-3