Classification of single-trial motor imagery EEG by complexity regularization

作者: Lili Li , Guanghua Xu , Jun Xie , Min Li

DOI: 10.1007/S00521-017-3174-6

关键词:

摘要: … Motor imagery and motor execution share a common cognitive process [1] and sensory motor cortex [2]. Motor imagery is extensively used in motor learning, for example, in music …

参考文章(31)
Dongjun Suh, Hyun Sang Cho, Jayoung Goo, Kyung S. Park, Minsoo Hahn, Virtual Navigation System for the Disabled by Motor Imagery Springer, Dordrecht. pp. 143- 148 ,(2007) , 10.1007/1-4020-5261-8_24
Guanghua Xu, Jing Wang, Qing Zhang, Junming Zhu, None, An Epileptic Seizure Prediction Algorithm from Scalp EEG Based on Morphological Filter and Kolmogorov Complexity Digital Human Modeling. pp. 736- 746 ,(2007) , 10.1007/978-3-540-73321-8_85
Shan-Hung Wu, Ming-Syan Chen, Chung-Min Chen, Optimally Adaptive Power-Saving Protocols for Ad Hoc Networks Using the Hyper Quorum System IEEE ACM Transactions on Networking. ,vol. 22, pp. 1- 15 ,(2014) , 10.1109/TNET.2013.2296614
O Falzon, K P Camilleri, J Muscat, Complex-valued spatial filters for task discrimination international conference of the ieee engineering in medicine and biology society. ,vol. 2010, pp. 4707- 4710 ,(2010) , 10.1109/IEMBS.2010.5626381
Shujuan Geng, Weidong Zhou, Qi Yuan, Dongmei Cai, Yanjun Zeng, EEG non-linear feature extraction using correlation dimension and Hurst exponent. Neurological Research. ,vol. 33, pp. 908- 912 ,(2011) , 10.1179/1743132811Y.0000000041
Marco Baglietto, Lubica Luba Benuskova, Ivo Bukovsky, Tianping Chen, Tom Heskes, Kazushi Ikeda, Fakhri Karray, Rhee Man Kil, Robert Legenstein, Jinhu Lu, Yunqian Ma, Malik Magdon-Ismail, Mike Paulin, Robi Polikar, Danil Prokhorov, Marco Wiering, Vicente Zarzoso, Editorial: One Year as EiC, and Editorial-Board Changes at TNN IEEE Transactions on Neural Networks. ,vol. 22, pp. 1- 7 ,(2011) , 10.1109/TNN.2010.2099171
Yusuf U. Khan, Francisco Sepulveda, EEG single-trial classification of different motor imagery tasks using measures of dispersion and power in frequency bands International Journal of Biomedical Engineering and Technology. ,vol. 8, pp. 343- ,(2012) , 10.1504/IJBET.2012.046960
Lian-Yi Zhang, Chong-Xun Zheng, Analysis of Kolmogorov Complexity in Spontaneous EEG Signal and It's Application to Assessment of Mental Fatigue international conference on bioinformatics and biomedical engineering. pp. 2192- 2194 ,(2008) , 10.1109/ICBBE.2008.878