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Proceedings Article

Fast brain control systems for electric wheelchair using support vector machine

[+] Author Affiliations
Ivan Halim Parmonangan, Jennifer Santoso, Widodo Budiharto, Alexander Agung Santoso Gunawan

Bina Nusantara Univ. (Indonesia)

Proc. SPIE 10011, First International Workshop on Pattern Recognition, 100111N (July 11, 2016); doi:10.1117/12.2243126
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From Conference Volume 10011

  • First International Workshop on Pattern Recognition
  • Xudong Jiang; Guojian Chen; Genci Capi; Chiharu Ishll
  • Tokyo, Japan | May 11, 2016

Extract

Vallabhaneni, A., Wang, T., and He, B., "Brain-Computer Interface". Neural Engineering, 85-121. doi:10.1007/0-306-48610-5_3 (2005)Erp, V. J., Lotte, Tangermann, F. and Tangermann, M., "Brain-Computer Interfaces for Non-Medical Applications: How to Move Forward". IEEE Computer Society, 26-34. doi:10.1109/MC.2012.107 (2012)Simpson, and Richard, C., "Smart Wheelchairs: A Literature Review", Journal of Rehabilitation Research & Development, 423-436 (2005).Atlas of Adult, http://EEGatlas-online.com/index.php/EEG-archive/EEG0001Ko, C. W, Lin, Y. D., Chung, H.W., and Jan, G. J., "An EEG spike detection algorithm using artificial neural network with multi-channel correlation", Proceedings of the 20th Annual International Conference of Engineering in Medicine and Biology 4, 2070-2073, (1998).Iturrate, I., Antelis, J., Minguez, J. and Minguez, J., "Synchronous EEG brain-actuated wheelchair with automated navigation", IEEE International Conference on Robotics and Automation, 2318-2325, (2009).Gal’an, F., Nuttin, M., Lew, E., Ferrez, P. W., Vanacker, G., Phillips, J. and Mill’an, J. d. R., "A brain actuated wheelchair: Asynchronous and non-invasive brain-computer interfaces for continuous control of robots", Clinical Neurophysiology 119, 2159-2169 (2008)Ganis, G., Thompson, W. L., and Kosslyn, S. M., "Brain areas underlying visual mental imagery and visual perception: an fMRI study", Cognitive Brain Res. 20, 226–241. doi:10.1016/j.cogbrainres.2004.02.012. pmid:15183394 (2004)Arduino UNO, http://arduino.cc/en/Main/ArduinoBoardUno (2015)Accord.NET Framework, http://accord-framework.net (2015)Emotiv, http://www.emotiv.com (2015)Baumeister, J., Barthel, T., Geiss, K. R., and Weiss, M., "Influence of phosphatidylserine on cognitive performance and cortical activity after induced stress", Nutritional Neuroscience 11 (3), 103-110, doi:10.1179/147683008X301478. PMID 18616866.Shenoi, B. A., "Introduction to Digital Signal Processing and Filter Design", John Wiley and Sons, (2006)Podder, P., Khan, T. Z., Khan, M. H., and Rahman, M., "Comparative Performance Analysis of Hamming, Hanning, and Blackman Window", International Journal on Computer Applications, 96 (18), (2014)Bhuvaneswari, P., Kumar, J. S., "Support Vector Machine for EEG Signals", International Journal of Computer Applications 63, 0975-8887, (2013).

Citation

Ivan Halim Parmonangan ; Jennifer Santoso ; Widodo Budiharto and Alexander Agung Santoso Gunawan
" Fast brain control systems for electric wheelchair using support vector machine ", Proc. SPIE 10011, First International Workshop on Pattern Recognition, 100111N (July 11, 2016); doi:10.1117/12.2243126; http://dx.doi.org/10.1117/12.2243126


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