Evidence of Variabilities in EEG Dynamics During Motor Imagery-Based Multiclass Brain-Computer Interface.

Simanto Saha,Khawza Iftekhar Uddin Ahmed,Raqibul Mostafa,Leontios Hadjileontiadis,Ahsan Khandoker

IEEE Transactions on Neural Systems and Rehabilitation Engineering（2018）

引用 56|浏览4

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摘要

Inter-subject and inter-session variabilities pose a significant challenge in electroencephalogram (EEG)-based brain-computer interface (BCI) systems. Furthermore, high dimensional EEG montages introduce huge computational burden due to excessive number of channels involved. Two experimental, i.e., inter-session and inter-subject, variabilities of EEG dynamics during motor imagery (MI) tasks are i...

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关键词

Electroencephalography,Feature extraction,Electronic mail,Oscillators,Brain-computer interfaces,Electrodes

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