EEG-based classification of lower limb motor imagery with brain network analysis.

Lingyun Gu,Zhenhua Yu,Tian Ma,Haixian Wang,Zhanli Li,Hui Fan

Neuroscience（2020）

Cited 40|Views6

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Abstract

•We confirmed the difference in cortical brain networks between the left and right foot motor imagery tasks.•β rhythm networks showed the cortical lateralization of the lower limb movements.•The network-based classification model can provide high accuracy for brain-computer interface systems.

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Key words

ACC,BC,BCI,CC,CPL,CSP,DE,DS,EEG,EOG,ERD,ERPs,ERS,fMRI,GE,ICA,LAP,LFMI,RBF,RFMI,ROIs,M,MAP,MI,MNI,NBS,PCC,PLV,PMC,PSC,S,SAC,sLORETA,SMA,SMLR,SMRs,SSVEP,SVM,SW,T,VAR,VMC

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