Influence analysis of Common Spatial Pattern properties to BCI accuracy

被引：0
作者：
Plechawska-Wojcik, Malgorzata [1 ]
Zapala, Dariusz [2 ]
机构：
[1] Lublin Univ Technol, Inst Comp Sci, Lublin, Poland
[2] John Paul II Catholic Univ Lublin, Dept Expt Psychol, Lublin, Poland
来源：
2018 11TH INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION (HSI) | 2018年
关键词：
Common Spatial Pattern; Electroencephalography; Brain-computer interface; BRAIN-COMPUTER INTERFACE; SINGLE-TRIAL EEG; FILTERS; CLASSIFICATION; RATES;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents analysis of the influence of Common Spatial Pattern properties on the brain-computer interface performance based on electroencephalographic data. The case study covered extensive comparison of different parameter combination including number of filters, classification type and electrode placement. The results are based on cross-validation classification performance. The paper is aimed into checking the hypothesis that the parameter configuration of the CSP method has a significant influence on BCI performance.
引用
收藏
页码：298 / 303
页数：6
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