IEEE Systems, Man and Cybernetics Magazine - January 2022 - 18

18 IEEE SYSTEMS, MAN, & CYBERNETICS MAGAZINE January 2022
Raw EEG
Preprocessing
Feature
Extraction
Regression
RT
Fuzzy CSPROVR
Features
Preprocessing
(Outlier
Removal)
EEG Data
Preprocessing
FTDCSSP
Features
RT
Thresholding
Artifact Removal
(Head Motion, Eye Blinks,
Movements Removal)
Div F-DivIT-JAD
1) Remove Line Noise
2) Remove Reference Signal
3) Interpolate Bad Channels
LASSO, NN, CNN,
Linear Regression
LASSO, NN, CNN,
Linear Regression
Div F-DivCSP-WS
LASSO, NN, CNN,
Linear Regression
EEG Downsampled
to 250 Hz
Fuzzy Spatial Filtering
EEGNET Deep CNN
Deep CNN
Shallow CNN
EEG Trials, 5-s Epochs
EEG Trials BandpassFiltered
to {1, 20} Hz
RT
RT
LASSO, NN, CNN,
Linear Regression
RT
RT
RT
RT
RT
Figure 1. The state-of-the-art research.

IEEE Systems, Man and Cybernetics Magazine - January 2022

Table of Contents for the Digital Edition of IEEE Systems, Man and Cybernetics Magazine - January 2022

Contents
IEEE Systems, Man and Cybernetics Magazine - January 2022 - Cover1
IEEE Systems, Man and Cybernetics Magazine - January 2022 - Cover2
IEEE Systems, Man and Cybernetics Magazine - January 2022 - Contents
IEEE Systems, Man and Cybernetics Magazine - January 2022 - 2
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IEEE Systems, Man and Cybernetics Magazine - January 2022 - Cover3
IEEE Systems, Man and Cybernetics Magazine - January 2022 - Cover4
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