TY - GEN
T1 - Brain network analysis of hand motor execution and imagination based on Granger causality
AU - Zhang, Jiaxin
AU - Xu, Rui
AU - Belkacem, Abdelkader Nasreddine
AU - Shin, Duk
AU - Wang, Kun
AU - Wang, Zhongpeng
AU - Yu, Lu
AU - Qiao, Zhifeng
AU - Wang, Changming
AU - Chen, Chao
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/5
Y1 - 2019/5
N2 - This paper around the EEG in sports and exercise, the more fine hand movements are discussed in this paper, based on EGI EEG acquisition system of complex gestures movement execution and thought experiments, using independent component analysis (ICA) to remove eye electric artifact, the cut data are divided into the two parts of movement and imagination, and 60 trials superposition average, using the method of Granger causality analysis (GCM) are analyzed in the movement of the beta band performing and imagine premotor, motor area and hat with lobular effective connectivity, It was found that the connection network of hand motor execution was more complex than that of hand motor imagination and the strength of the connection performed by hand motor execution was greater than that imagined by hand motor imagination.
AB - This paper around the EEG in sports and exercise, the more fine hand movements are discussed in this paper, based on EGI EEG acquisition system of complex gestures movement execution and thought experiments, using independent component analysis (ICA) to remove eye electric artifact, the cut data are divided into the two parts of movement and imagination, and 60 trials superposition average, using the method of Granger causality analysis (GCM) are analyzed in the movement of the beta band performing and imagine premotor, motor area and hat with lobular effective connectivity, It was found that the connection network of hand motor execution was more complex than that of hand motor imagination and the strength of the connection performed by hand motor execution was greater than that imagined by hand motor imagination.
KW - Brain network
KW - EEG data analysis
KW - Granger causality analysis
KW - Motor imagination
KW - Motor performance
UR - https://www.scopus.com/pages/publications/85070500018
U2 - 10.1109/IMBIOC.2019.8777769
DO - 10.1109/IMBIOC.2019.8777769
M3 - Conference contribution
AN - SCOPUS:85070500018
T3 - IEEE MTT-S 2019 International Microwave Biomedical Conference, IMBioC 2019 - Proceedings
BT - IEEE MTT-S 2019 International Microwave Biomedical Conference, IMBioC 2019 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2019 IEEE MTT-S International Microwave Biomedical Conference, IMBioC 2019
Y2 - 6 May 2019 through 8 May 2019
ER -