| BCI | Brain–Computer Interface |
| CV | Cross-Validation |
| CWT | Continuous Wavelet Transform |
| CSP | Common spatial pattern |
| DWT | Discrete Wavelet Transform |
| EEG | Electroencephalography |
| EM | Expectation–Maximization |
| ERD | Event-Related Desynchronization |
| ERS | Event-Related Synchronization |
| FFT | Fast Fourier Transform |
| GMM | Gaussian Mixture Model |
| GMM-UBM | Gaussian Mixture Model Universal Background Model |
| LDA | Linear Discriminant Analysis |
| PCA | Principal Component Analysis |
| STFT | Short-Time Fourier Transform |
| SVMs | Support Vector Machines |
| WT | Wavelet Transform |