How stimulation speed affects Event-Related Potentials and BCI performance

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

Volumn , Issue , 2012, Pages 1802-1805

  Hohne, Johannes ^a   Tangermann, Michael ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ACCURACY; CONSTANT SPEED; EVENT RELATED POTENTIALS; INFORMATION TRANSFER RATE; ODDBALL PARADIGMS; OFF-LINE STUDIES; OFFLINE; ONSET ASYNCHRONY;

ENGINEERING; INDUSTRIAL ENGINEERING;

BRAIN COMPUTER INTERFACE;

AREA UNDER THE CURVE; ARTICLE; AUDITORY STIMULATION; BRAIN COMPUTER INTERFACE; ELECTRODE; EVOKED RESPONSE; HUMAN; PHYSIOLOGY;

ACOUSTIC STIMULATION; AREA UNDER CURVE; BRAIN-COMPUTER INTERFACES; ELECTRODES; EVOKED POTENTIALS; HUMANS;

MLCS; MLOWN;

EID: 84880793913     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6346300     Document Type: Conference Paper

References (15)

1. L. Acqualagna, M. S. Treder, M. Schreuder, and B. Blankertz, A novel brain-computer interface based on the rapid serial visual presentation paradigm, in Conf Proc IEEE Eng Med Biol Soc, vol. 2010, 2010, pp. 2686-2689.
2. J. Höhne, M. Schreuder, B. Blankertz, and M. Tangermann, Two-dimensional auditory P300 speller with predictive text system, In Conf Proc IEEE Eng Med Biol Soc, Volume 1, p. 4185-4188, 2010.
3. J. Höhne, M. Schreuder, B. Blankertz, and M. Tangermann, A novel 9-class auditory ERP paradigm driving a predictive text entry system, Front Neuroscience, vol. 5, p. 99, 2011.
4. M. Schreuder, T. Rost, and M. Tangermann, Listen, you are writing! speeding up online spelling with a dynamic auditory BCI, Front Neuroscience, vol. 5, p. 112, 2011.
5. M. Tangermann, M. Schreuder, S. Dähne, J. Höhne, S. Regler, A. Ramsay, M. Quek, J. Williamson, and R. Murray-Smith, Optimized stimulation events for a visual ERP BCI, Int J Bioelectromagnetism, vol. 13, no. 3, pp. 119-120, 2011.
6. T. Kaufmann, S. M. Schulz, C. Grünzinger, and A. Kübler, "Flashing characters with famous faces improves ERP-based braincomputer interface performance, Journal of Neural Engineering, vol. 8, no. 5, p. 056016, 2011.
7. J. Hill, J. Farquhar, S. Martens, F. Bießmann, and B. Schölkopf, Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance, Advances in Neural Information Processing Systems, vol. 21, pp. 665-672, 2009.
8. J. Höhne, K. Krenzlin, S. Dähne, and M. Tangermann, Natural stimuli improve auditory BCIs with respect to ergonomics and performance, Journal of Neural Engineering, 2012, in press.
9. L. Farwell and E. Donchin, Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials, Electroen-cephalogr Clin Neurophysiol, vol. 70, pp. 510-523, 1988.
10. E. Sellers, D. Krusienski, D. McFarland, T. Vaughan, and J. 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.
11. C. Gonsalvez and J. Polich, P300 amplitude is determined by target-to-target interval, Psychophysiology, vol. 39, no. 03, pp. 388-396, 2002.
12. B. Blankertz, S. Lemm, M. S. Treder, S. Haufe, and K.-R. Müller, Single-trial analysis and classification of ERP components - a tutorial, Neuroimage, vol. 56, pp. 814-825, 2011.
13. M. Schreuder, J. Höhne, M. S. Treder, B. Blankertz, and M. Tangermann, Performance optimization of ERP-based BCIs using dynamic stopping, in Conf Proc IEEE Eng Med Biol Soc, 2011, pp. 4580-4583.
14. J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan, Brain-computer interfaces for communication and control, Clin Neurophysiol, vol. 113, pp. 767-791, 2002.
15. 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, no. 12, pp. 2544 - 2590, 2007.