A P300-BASED QUANTITATIVE COMPARISON BETWEEN THE EMOTIV EPOC HEADSET AND A MEDICAL EEG DEVICE

Matthieu Duvinage, Thierry Castermans, Thierry Dutoit

References

  1. [1] J. R. Wolpaw, N. Birbaumer, D. J. McFarland,G. Pfurtscheller, and T. M. Vaughan, “Brain-computer interfaces for communication and control,”Clinical Neurophysiology, vol. 113, no. 6, pp. 767 –791, 2002.
  2. [2] J. del R. Mill´an, R. Rupp, G. Mueller-Putz,R. Murray-Smith, C. Giugliemma, M. Tangermann,41C. Vidaurre, F. Cincotti, A. Kubler, R. Leeb, C. Neu-per, K. R. Mueller, and D. Mattia, “Combining brain-computer interfaces and assistive technologies: State-of-the-art and challenges,” Frontiers in Neuroscience,vol. 4, no. 0, p. 12, 2010.
  3. [3] G. Pfurtscheller, G. R. M¨uller, J. Pfurtscheller, H. J.Gerner, and R. Rupp, “‘Thought’ - control of func-tional electrical stimulation to restore hand grasp ina patient with tetraplegia,” Neuroscience Letters, vol.351, no. 1, pp. 33 – 36, 2003.
  4. [4] B. Rebsamen, C. Guan, H. Zhang, C. Wang,C. Teo, M. Ang, and E. Burdet, “A brain con-trolled wheelchair to navigate in familiar environ-ments,” Neural Systems and Rehabilitation Engineer-ing, IEEE Transactions on, vol. 18, no. 6, pp. 590–598, 2010.
  5. [5] A. Nijholt, D. P.-O. Bos, and B. Reuderink, “Turningshortcomings into challenges: Brain-computer inter-faces for games,” Entertainment Computing, vol. 1,no. 2, pp. 85 – 94, 2009.
  6. [6] C. M¨uhl, H. G¨urk¨ok, D. Plass-Oude Bos,M. Thurlings, L. Scherffig, M. Duvinage, A. El-bakyan, S. Kang, M. Poel, and D. Heylen, “Bacteriahunt,” Journal on Multimodal User Interfaces, vol. 4,pp. 11–25, 2010.
  7. [7] R. Ortner, B. Z. Allison, G. Korisek, H. Gaggl, andG. Pfurtscheller, “An SSVEP BCI to control a handorthosis for persons with tetraplegia,” IEEE TransNeural Syst Rehabil Eng, vol. 19, no. 1, pp. 1–5, 2011.
  8. [8] M. Duvinage, T. Castermans, R. Jimnez-Fabian,T. Hoellinger, C. De Saedeleer, M. Petieau,K. Seetharaman, T. Dutoit, and G. Cheron, “A five-state P300-based foot lifter orthosis: Proof of concept[accepted for publication],” in 5rd ISSNIP Biosignalsand Biorobotics IEEE Conference, 2012.
  9. [9] K. Stamps and Y. Hamam, “Towards inexpensive BCIcontrol for wheelchair navigation in the enabled en-vironment - a hardware survey,” in Proceedings ofthe 2010 international conference on Brain informat-ics, ser. BI’10. Berlin, Heidelberg: Springer-Verlag,2010, pp. 336–345.
  10. [10] A. Campbell, T. Choudhury, S. Hu, H. Lu, M. K.Mukerjee, M. Rabbi, and R. D. Raizada, “Neuro-phone: brain-mobile phone interface using a wire-less EEG headset,” in Proceedings of the second ACMSIGCOMM workshop on Networking, systems, andapplications on mobile handhelds, ser. MobiHeld ’10.New York, NY, USA: ACM, 2010, pp. 3–8.
  11. [11] P. Bobrov, A. Frolov, C. Cantor, I. Fedulova,M. Bakhnyan, and A. Zhavoronkov, “Brain-computerinterface based on generation of visual images,” PLoSONE, vol. 6, no. 6, p. e20674, 06 2011.
  12. [12] K. Stytsenko, E. Jablonskis, and C. Prahm, “Eval-uation of consumer EEG device emotiv epoc,” inMEi:CogSci Conference, 2011.
  13. [13] IEEE review, “IEEE Spectrum.” IEEE Press Piscat-away, NJ, USA, January 2009.
  14. [14] L. Farwell and E. Donchin, “Talking off the topof your head: toward a mental prosthesis utilizingevent-related brain potentials,” Electroencephalogra-phy and Clinical Neurophysiology, vol. 70, no. 6, pp.510 – 523, 1988.
  15. [15] B. Z. Allison, E. W. W. Wolpaw, and J. R. Wol-paw, “Brain-computer interface systems: progressand prospects.” Expert review of medical devices,vol. 4, no. 4, pp. 463–474, Jul. 2007.
  16. [16] B. Rivet, A. Souloumiac, V. Attina, and G. Gibert,“xDAWN Algorithm to Enhance Evoked Potentials:Application to Brain Computer Interface,” Biomedi-cal Engineering, IEEE Transactions on, vol. 56, no. 8,pp. 2035 –2043, 2009.
  17. [17] U. Hoffmann, J.-M. Vesin, T. Ebrahimi, and K. Dis-erens, “An Efficient P300-based BrainComputer In-terface for Disabled Subjects,” Journal of neuro-science methods, vol. 167, no. 1, pp. 115–125, Jan.2008.

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