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EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification

In brain-computer interface (BCI) work, how correctly identifying various features and their corresponding actions from complex Electroencephalography (EEG) signals is a challenging technology. However, most current methods do not consider EEG feature information in spatial, temporal and spectral do...

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Principais autores: Wei-Yen Hsu, Ya-Wen Cheng
פורמט: Artigo
שפה:Inglês
יצא לאור: IEEE 2023-01-01
סדרה:IEEE Transactions on Neural Systems and Rehabilitation Engineering
נושאים:
Brain > computer interface (BCI)
motor-imagery electroencephalography (MI EEG)
EEG-channel attention
temporal-spectral attention
wavelet transform
correlation coefficient
גישה מקוונת:https://ieeexplore.ieee.org/document/10065454/
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