VEP-based brain-computer interfaces: Time, frequency, and code modulations

IEEE Computational Intelligence Magazine

Volumn 4, Issue 4, 2009, Pages 22-26

  Bin, Guangyu ^a   Gao, Xiaorong ^a   Wang, Yijun ^a   Hong, Bo ^a   Gao, Shangkai ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN-COMPUTER INTERFACE; CODE MODULATION; COMMUNICATION SPEED; MODULATION TECHNIQUES; MULTIPLE-ACCESS METHOD; PSEUDO RANDOM CODES; SIMPLE SYSTEM; TIME MODULATION;

COMMUNICATION SYSTEMS; FREQUENCY MODULATION;

INTERFACES (COMPUTER);

EID: 70449562852     PISSN: 1556603X     EISSN: None     Source Type: Journal    
DOI: 10.1109/MCI.2009.934562     Document Type: Article

References (28)

1. 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, no.6, pp. 767-791, 2002.
2. M. A. Lebedev and M. Nicolelis, "Brain-machine interfaces: Past, present and future," Trends Neurosci., vol.29, no.9, pp. 536-546, 2006.
3. N. Birbaumer, "Brain-computer-interface research: Coming of age," Clin. Neurophysiol., vol.117, no.3, pp. 479-483, 2006.
4. F. Guo, B. Hong, X. R. Gao, and S. K. Gao, "A braincomputer interface using motion-onset visual evoked potential," J. Neural Eng., vol.5, no.4, pp. 477-485, 2008.
5. P. L. Lee, J. C. Hsieh, C. H. Wu, K. K. Shyu, S. S. Chen, T. C. Yeh, and Y. T. Wu, "The brain computer interface using flash visual evoked potential and independent component analysis," Ann. Biomed. Eng., vol.34, no.10, pp. 1641-1654, 2006.
6. P. L. Lee, J. C. Hsieh, C. H. Wu, K. K. Shyu, and Y. T. Wu, "Brain computer interface using flash onset and offset visual evoked potentials," Clin. Neurophysiol., vol.119, no.3, pp. 605-616, 2008.
7. E. E. Sutter, "The visual evoked response as a communication channel," IEEE Trans. Biomed. Eng., vol.31, no.8, pp. 583-1583, 1984.
8. E. E. Sutter, "The brain response interface-communication through visually induced electrical brain responses," J. Microcomput. Appl., vol.15, no.1, pp. 31-45, 1992.
9. K. Momose, "Evaluation of an eye gaze point detection method using VEP elicited by multi-pseudorandom stimulation for brain computer interface," in Proc. 29th Annu. Int. Conf. IEEE EMBS, 2007.
10. J. Hanagata and K. Momose, "A method for detecting gazed target using visual evoked potentials elicited by pseudorandom stimuli," in Proc. 5th Asia Pacific Conf. Medical and Biological Engineering and 11th Int. Conf. Biomedical Engineering (ICBME), 2002.
11. M. Middendorf, G. McMillan, G. Calhoun, and K. S. Jones, "Brain-computer interfaces based on the steadystate visual-evoked response," IEEE Trans. Neural Syst. Rehab. Eng., vol.8, no.2, pp. 211-214, 2000.
12. M. Cheng, X. R. Gao, S. K. Gao, and D. F. Xu, "Design and implementation of a brain-computer interface with high transfer rates," IEEE Trans. Biomed. Eng., vol.49, no.10, pp. 1181-1186, 2002.
13. X. R. Gao, D. F. Xu, M. Cheng, and S. K. Gao, "A BCI-based environmental controller for the motiondisabled," IEEE Trans. Neural Syst. Rehab. Eng., vol.11, no.2, pp. 137-140, 2003.
14. Y. J. Wang, R. P. Wang, X. R. Gao, B. Hong, and S. K. Gao, "A practical VEP-based brain-computer interface," IEEE Trans. Neural Syst. Rehab. Eng., vol.14, no.2, pp. 234-239, 2006.
15. E. C. Lalor, S. P. Kelly, C. Finucane, R. Burke, R. Smith, R. B. Reilly, and G. McDarby, "Steady-state VEP-based brain-computer interface control in an immersive 3D gaming environment," EURASIP J. Appl. Signal Process., vol.2005, no.19, pp. 3156-3164, 2005.
16. G. R. Muller-Putz, R. Scherer, C. Brauneis, and G. Pfurtscheller, "Steady-state visual evoked potential (SSVEP)- based communication: Impact of harmonic frequency components," J. Neural Eng., vol.2, no.4, pp. 123-130, 2005.
17. L. J. Trejo, R. Rosipal, and B. Matthews, "Braincomputer interfaces for 1-D and 2-D cursor control: Designs using volitional control of the EEG spectrum or steady-state visual evoked potentials," IEEE Trans. Neural Syst. Rehab. Eng., vol.14, no.2, pp. 225-229, 2006.
18. P. Martinez, H. Bakardjian, and A. Cichocki, "Fully online multicommand brain-computer interface with visual neurofeedback using SSVEP paradigm," Comput. Intell. Neurosci., p. 94561, 2007.
19. G. R. Muller-Putz and G. Pfurtscheller, "Control of an electrical prosthesis with an SSVEP-based BCI," IEEE Trans. Biomed. Eng., vol.55, no.1, pp. 361-364, 2008.
20. Z. H. Wu and D. H. Yao, "Frequency detection with stability coefficient for steady-state visual evoked potential (SSVEP)-based BCIs," J. Neural Eng., vol.5, no.1, pp. 36-43, 2008.
21. Y. J. Wang, X. R. Gao, B. Hong, C. Jia, and S. K. 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, 2008.
22. C. Jia, H. Xu, B. Hong, X. R. Gao, Z. G. Z, and S. K. Gao, "A human computer interface using SSVEPbased BCI technology," Lect. Notes Comput. Sci., vol.4565, no.2007, pp. 113-119, 2007.
23. G. Y. Bin, X. R. Gao, Z. Yan, B. Hong, and S. K. Gao, "An online multi-channel SSVEP-based braincomputer interface using a canonical correlation analysis method," J. Neural Eng., vol.6, no.4, p. 046002, 2009.
24. O. Friman, I. Volosyak, and A. Graser, "Multiple channel detection of steady-state visual evoked potentials for brain-computer interfaces," IEEE Trans. Biomed. Eng., vol.54, no.4, pp. 742-750, 2007.
25. A. Bastos, T. Mullen, R. Canolty, B. Pasley, R. Knight, and R. Freeman, "SSVEP-based single-trial classification of attention," in Proc. Cognitive Neuroscience Society Conf., San Francisco, CA, 2008.
26. S. P. Kelly, E. C. Lalor, C. Finucane, G. McDarby, and R. B. Reilly, "Visual spatial attention control in an independent brain-computer interface," IEEE Trans. Biomed. Eng., vol.52, no.9, pp. 1588-1596, 2005.
27. B. Z. Allison, D. J. McFarland, G. Schalk, S. D. Zheng, M. M. Jackson, and J. R. Wolpaw, "Towards an independent brain-computer interface using steady state visual evoked potentials," Clin. Neurophysiol., vol.119, no.2, pp. 399-408, 2008.
28. A. J. Viterbi, CDMA Principles of Spread Spectrum Communication. Reading, MA: Addison-Wesley, 1995.