Brain-robot interface: Distinguishing left and right hand EEG signals through SVM

作者： Mahdiyeh Hajibabazadeh , Vahid Azimirad

DOI: 10.1109/ICROM.2014.6991004

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参考文章(19)

Eduardo Iáñez, M. Clara Furió, José M. Azorín, José Alejandro Huizzi, Eduardo Fernández, Brain-Robot Interface for Controlling a Remote Robot Arm international work conference on the interplay between natural and artificial computation. pp. 353- 361 ,(2009) , 10.1007/978-3-642-02267-8_38

José del R. Millàn, Pierre W. Ferrez, Tobias Seidl, Validation of brain-machine interfaces during parabolic flight. International Review of Neurobiology. ,vol. 86, pp. 189- 197 ,(2009) , 10.1016/S0074-7742(09)86014-5

Kemal Polat, Salih Güneş, A novel approach to estimation of E. coli promoter gene sequences : Combining feature selection and least square support vector machine (FS_LSSVM) Applied Mathematics and Computation. ,vol. 190, pp. 1574- 1582 ,(2007) , 10.1016/J.AMC.2007.02.033

Abdulhamit Subasi, M. Ismail Gursoy, EEG signal classification using PCA, ICA, LDA and support vector machines Expert Systems With Applications. ,vol. 37, pp. 8659- 8666 ,(2010) , 10.1016/J.ESWA.2010.06.065

Alexander J. Doud, John P. Lucas, Marc T. Pisansky, Bin He, Continuous Three-Dimensional Control of a Virtual Helicopter Using a Motor Imagery Based Brain-Computer Interface PLoS ONE. ,vol. 6, pp. e26322- ,(2011) , 10.1371/JOURNAL.PONE.0026322

Jose del R. Milan, Jose Carmena, Invasive or Noninvasive: Understanding Brain-Machine Interface Technology [Conversations in BME] IEEE Engineering in Medicine and Biology Magazine. ,vol. 29, pp. 16- 22 ,(2010) , 10.1109/MEMB.2009.935475

Eduardo Iáñez, José María Azorín, Andrés Úbeda, José Manuel Ferrández, Eduardo Fernández, None, Mental tasks-based brain–robot interface Robotics and Autonomous Systems. ,vol. 58, pp. 1238- 1245 ,(2010) , 10.1016/J.ROBOT.2010.08.007

Zafer Iscan, Zümray Dokur, Tamer Demiralp, Classification of electroencephalogram signals with combined time and frequency features Expert Systems With Applications. ,vol. 38, pp. 10499- 10505 ,(2011) , 10.1016/J.ESWA.2011.02.110

J.L. Sirvent Blasco, E. Iáñez, A. Úbeda, J.M. Azorín, Visual evoked potential-based brain-machine interface applications to assist disabled people Expert Systems With Applications. ,vol. 39, pp. 7908- 7918 ,(2012) , 10.1016/J.ESWA.2012.01.110

Y.U. Khan, F. Sepulveda, Brain-computer interface for single-trial eeg classification for wrist movement imagery using spatial filtering in the gamma band Iet Signal Processing. ,vol. 4, pp. 510- 517 ,(2010) , 10.1049/IET-SPR.2008.0235