Separability of Motor Imagery Directions Using Subject-Specific Discriminative EEG Features

Kavitha P. Thomas,Neethu Robinson,Vinod A. Prasad

IEEE Transactions on Human-Machine Systems（2021）

引用 9|浏览19

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摘要

Electroencephalogram (EEG) based brain–computer interface (BCI) is an augmented communication modality between the brain and computer that exclusively depends on noninvasively recorded neuro-electrical activity. To establish multiple control commands in BCI systems, it is essential to efficiently identify unique EEG activation patterns underlying multiple motor tasks. This article investigates the...

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关键词

Electroencephalography,Feature extraction,Kinematics,Task analysis,Man-machine systems,Data mining,Trajectory

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