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. 2019 Nov 29;9(12):348. doi: 10.3390/brainsci9120348
BCI Brain-Computer Interface
EEG Electroencephalogram
DSTCLN Deep Spatio-Temporal Convolutional Bidirectional Long Short-Term Memory Network
KSS Karolinska Sleepiness Scale
AI Artificial Intelligence
ECG ElectroCardioGram
EOG ElectroOculoGram
NIRS Near-Infrared Spectroscopy
HRV Heart Rate Variability
PPG PhotoPlethysmoGraphy
AdaBoost Adaptive Boosting
SVM Support Vector Machine
CNN Convolutional Neural Network
AUC Area Under the Curve
PPMs Peripheral Physiological Measures
VA Very Alert
FA Fairly Alert
NAS Neither Alert nor Sleepy
SNEA Sleepy but No Effort to keep Awake
VS Very Sleepy
ICA Independent Component Analysis
IC Independent Component
Bi-LSTM Bidirectional Long Short-Term Memory
ELUs Exponential Linear Units
LSTM Long Short-Term Memory
Std Standard Deviation
PSD Power Spectral Density
CCA Canonical Correlation Analysis
CCNN Channel-Wise Convolutional Neural Network
ESTCNN EEG-based Spatio-Temporal Convolutional Neural Network
LSTM-D Deep Long Short-Term Memory