The research for the correlation between ERD/ERS and CSP

Hong Xie,Jie Li,Bin Xia,Hong Yang,Deqiang Xiao ,Qingmei Zhang

doi:10.1109/icnc.2011.6022581

The research for the correlation between ERD/ERS and CSP

Hong Xie, Jie Li + Show 4 more

https://doi.org/10.1109/icnc.2011.6022581

Copy DOI

Publication Date: Jul 1, 2011

Citations: 1

Affiliation: Institute of Information Engineering, Shanghai Maritime University, Tongji University

#Common Spatial Pattern Algorithm #Common Spatial Pattern + Show 8 more

Abstract
Full-Text PDF
Similar Papers

Abstract

The event-related (de)synchronization (ERD/ERS) phenomenon is used to build motor imagery Brain Computer Interface (BCI) system. Common Spatial Pattern (CSP) algorithm is mainly applied to extract feature in mu rhythm. However there is no evidence to prove the features are directly related to ERD/ERS phenomenon. In this paper we design the experiment to analyze the relationship between the feature extracted by CSP algorithm and the ERD/ERS phenomenon. The experiment contains two methods of Band Power and CSP for the comparison. The result shows that there is low correlation between the MI system based on CSP and the ERD/ERS.

Full Text