A Review of Processing Methods and Classification Algorithm for EEG Signal

作者: Yu Xie , Stefan Oniga

DOI: 10.2478/CJECE-2020-0004

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参考文章(39)
Gundars Korats, Steven Le Cam, Radu Ranta, Mohamed Hamid, None, Applying ICA in EEG: Choice of the Window Length and of the Decorrelation Method Biomedical Engineering Systems and Technologies. pp. 269- 286 ,(2013) , 10.1007/978-3-642-38256-7_18
Luisa F. Velásquez-Martínez, A. M. Álvarez-Meza, C. G. Castellanos-Domínguez, Motor Imagery Classification for BCI Using Common Spatial Patterns and Feature Relevance Analysis international work-conference on the interplay between natural and artificial computation. pp. 365- 374 ,(2013) , 10.1007/978-3-642-38622-0_38
Mohd Zaizu Ilyas, Puteh Saad, Muhammad Imran Ahmad, A survey of analysis and classification of EEG signals for brain-computer interfaces international conference on biomedical engineering. pp. 1- 6 ,(2015) , 10.1109/ICOBE.2015.7235129
Tiejun Liu, Dezhong Yao, Removal of the ocular artifacts from EEG data using a cascaded spatio-temporal processing. Computer Methods and Programs in Biomedicine. ,vol. 83, pp. 95- 103 ,(2006) , 10.1016/J.CMPB.2006.03.009
Errikos M. Ventouras, Efstratia A. Monoyiou, Periklis Y. Ktonas, Thomas Paparrigopoulos, Dimitris G. Dikeos, Nikos K. Uzunoglu, Constantin R. Soldatos, Sleep spindle detection using artificial neural networks trained with filtered time-domain EEG: A feasibility study Computer Methods and Programs in Biomedicine. ,vol. 78, pp. 191- 207 ,(2005) , 10.1016/J.CMPB.2005.02.006
Shayan Motamedi-Fakhr, Mohamed Moshrefi-Torbati, Martyn Hill, Catherine M. Hill, Paul R. White, Signal processing techniques applied to human sleep EEG signals - a review Biomedical Signal Processing and Control. ,vol. 10, pp. 21- 33 ,(2014) , 10.1016/J.BSPC.2013.12.003
Jun Lu, Dennis J McFarland, Jonathan R Wolpaw, Adaptive Laplacian filtering for sensorimotor rhythm-based brain-computer interfaces Journal of Neural Engineering. ,vol. 10, pp. 016002- 016002 ,(2013) , 10.1088/1741-2560/10/1/016002
Vernon Lawhern, W. David Hairston, Kaleb McDowell, Marissa Westerfield, Kay Robbins, Detection and classification of subject-generated artifacts in EEG signals using autoregressive models Journal of Neuroscience Methods. ,vol. 208, pp. 181- 189 ,(2012) , 10.1016/J.JNEUMETH.2012.05.017
Amjed S. Al-Fahoum, Ausilah A. Al-Fraihat, Methods of EEG signal features extraction using linear analysis in frequency and time-frequency domains. International Scholarly Research Notices. ,vol. 2014, pp. 730218- 730218 ,(2014) , 10.1155/2014/730218
M.K. Ahirwal, A. Kumar, G.K. Singh, Adaptive filtering of EEG/ERP through Bounded Range Artificial Bee Colony (BR-ABC) algorithm Digital Signal Processing. ,vol. 25, pp. 164- 172 ,(2014) , 10.1016/J.DSP.2013.10.019