Influence of stimuli colour in SSVEP-based BCI wheelchair control using support vector machines

References

• Wolpaw, J.R., Birbaumer, N., McFarland, D.J., Pfurtscheller, G., and Vaughan, T.M., 2002, Brain Computer Interface for communication and control. Clinical Neurophysiology, 113, 767–791
   PubMed Web of Science ®Google Scholar
• Chambayil, B., Singla, R., and Jha, R., 2010, Virtual keyboard using eye blinks in EEG. IEEE 6th International Conference on Wireless and Mobile Computing, Networking and Communications (Jalandhar, India), 11–13 Oct, pp. 466–470
   Google Scholar
• Berger, T.W., Chapin, J.K., Gerhardt, G.A., McFarland, D.J., Singla, R., Khosla, A., Jha, R., 2007, International assessment of research and development in brain-computer interfaces: Report of the world technology evaluation center (Berlin: Springer)
   Google Scholar
• Cheng, M., Gao, X.R., Gao, S.K., and Xu, D., 2002, Design and implementation of a brain computer interface with high transfer rates. IEEE Transactions in Biomedical Engineering, 49, 1181–1186
   PubMed Web of Science ®Google Scholar
• Lalor, E.C., Kelly, S.P., Finucane, C., Burke, R., Smith, R., Reilly, R.B., and McDarby, G., 2005, Steady-state VEP-based brain-computer interface control in an immersive 3D gaming environment. EURASIP Journal on Applied Signal Processing, 2005, 3156–3164
   Google Scholar
• Muller-Putz, G.R., and Pfurtscheller, G., 2008, Control of an electrical prosthesis with an SSVEP-based BCI. IEEE Transactions on Biomedical Engineering, 55, 361–364
   PubMed Web of Science ®Google Scholar
• Cecotti, H., 2010, A self-paced and calibration-Less SSVEP-based brain-computer interface speller. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 18, 127–133
   PubMed Web of Science ®Google Scholar
• Lee, P.-L., Chang, H.-C., Hsieh, T.-Y., Deng, H.-T., and Sun, C.-W. 2012, A brain wave actuated small robot car using ensemble empirical mode decomposition based approach. IEEE Transactions on Systems, Man and Cybernetics Part A: Systems and Humans, 42, 1053–1064
   PubMed Web of Science ®Google Scholar
• Cao, T., Wan, F., Mak, P.U., Mak, P.-I., Vai, M.I., and Hu, Y., 2012, Flashing color on the performance of SSVEP based brain computer interfaces. Proceedings of the 34th Annual International Conference IEEE EMBS, pp. 1819–1822
   Google Scholar
• Zhu, D., Bieger, J., Garcia, G., and Aarts, R.M., 2010, A survey of stimulation methods used in SSVEP-based BCIs. Computational Intelligence and Neuroscience, 2010, 12
   Google Scholar
• Wang, Y., Wang, Y.-T., and Jung, T.-P., 2010, Visual stimulus design for high-rate SSVEP BCI. Electronics Letters, 46, 1057–1058
   Web of Science ®Google Scholar
• Wang, Y.J., Wang, R.P., Gao, X.R., Hong, B., and Gao, S.K., 2006, A Practical VEP-based brain-computer interface. IEEE Transactions on Neural System Rehabilitation Engineering, 14, 234–240
   PubMed Web of Science ®Google Scholar
• Muller-Putz, G.R., Scherer, R., Brauneis, C., and Pfurtscheller, G., 2005, Steady-State Visual Evoked Potential (SSVEP)-based Communication: impact of harmonic frequency components. Journal of Neural Engineering, 2, 123–130
   PubMed Web of Science ®Google Scholar
• Haykin, S., 1998, Neural Networks: A comprehensive foundation (New York: Prentice Hall)
   Google Scholar
• Vapnik, V., 1998, Statistical learning theory (Chichester: John Wiley and Sons)
   Google Scholar
• Song-yun, X., Peng-wei, W., Hai-jun, Z., and Hai-tao, Z., 2008, Research on the classification of brain function based on SVM. The 2nd International Conference on Bioinformatics and Biomedical Engineering, ICBBE 2008, pp. 1931–1934
   Google Scholar
• Liu, Y., Jiang, X., Cao, T., Wan, F., Mak, P.U., Mak, P.-I., and Vai, M.I., 2012, Implementation of SSVEP based BCI with Emotiv EPOC. Annul International Conference IEEE VECIMS (Tianjin, China), pp. 34–37
   Google Scholar
• Muller, S.M.T., Bastos- Filho, T.F., and Sarcinelli-Filho, M., 2011, Using a SSVEP BCI to command a robotic wheelchair. IEEE Symposium on Industrial electronics (Poland), June, pp. 957–962
   Google Scholar
• Carra, M., and Balbinot, A., 2013, Sensorimotor rhythms to control a wheelchair. International Journal of Research in Neurology, 2013, Article ID 113945. DOI: 10.5171/2013.113945
   Google Scholar