GNDA |
Gaussian Noise Data Augmentation |
DCSAM |
DeConvolution- and Self-Attention-based Model |
PSG |
Polysomnography |
R & K |
Rechtschaffen & Kales |
AASM |
American Academy of Sleep Medicine |
REM |
Rapid Eye Movement |
EEG |
Electroencephalography |
EOG |
Electrooculography |
EMG |
Electromyography |
PPG |
Photoplethysmogram |
NLP |
Natural Language Processing |
CV |
Computer Vision |
TSA |
Time Series Analysis |
DWT |
Discrete Wavelet Transform |
SVM |
Support Vector Machine |
DCNN |
DeConvolutional Neural Network |
Bi-LSTM |
Bidirectional Long Short-term Memory |
CNN |
Convolutional Neural Network |
LeakyReLU |
Leaky Rectified Linear Unit |
FT |
Fourier Transform |
SFA |
Spectral Features Analysis |
TA |
Time-frequency Analysis |
LAMF |
Low Amplitude Mixed Frequency |
SWS |
Sliding Window Segmentation |
JS |
Jacobian Score |
GAN |
Generative Adversarial Networks |
IMU |
Inertial Measurement Unit |
Acc |
Accuracy |
MF1 |
Macro F1 score |