| BCI | Brain-computer interfaces |
| EEG | Electroencephalogram |
| IS | Imagined speech |
| ML | Machine learning |
| DL | Deep Learning |
| CNN | Convolutional neural networks |
| BD1 | Reference database |
| BD2 | New database |
| APIT-MEMD | Adaptive-Projection Intrinsically Transformed MEMD |
| CAM | Class Activation Mapping |
| ERP | Event Related Potential |
| MRCP | Movement Related Cortical Potential |
| SMR | Sensorimotor rhythms |
| ERS/ERD | Event-related synchronization/desynchronization |
| MI | Motor imagery |
| SVM | Support Vector Machine |
| CSPs | Common special patterns |
| RF | Random Forest |
| LDA | Linear Discriminant Analysis |
| AC | Adaptive collection |
| DWT | Discrete Wavelet Transform |
| DBN | Deep Belief Networks |