| BCI | Brain–computer interface |
| EEG | Electroencephalography |
| BN | Batch Normalization |
| CGMI | Cross-Branch Gated Mamba Interaction |
| CNN | Convolutional Neural Network |
| CTNet | Convolutional Transformer Network |
| FFN | Feed-Forward Network |
| GAP | Global Average Pooling |
| GELU | Gaussian Error Linear Unit |
| ICA | Independent Component Analysis |
| IRB | Institutional Review Board |
| LOSO | Leave-One-Subject-Out |
| ML | Machine Learning |
| PDC-Net | Prefrontal Dual-channel Network |
| PSD | Power Spectral Density |
| RBF | Radial Basis Function |
| ReLU | Rectified Linear Unit |
| RF | Random Forest |
| RT | Reaction Time |
| RTV | Reaction Time Variability |
| SSM | State Space Model |
| SVM | Support Vector Machine |
| TRAB | Temporal Representation Adaptation Block |
| t-SNE | t-distributed Stochastic Neighbor Embedding |
| VSA | Visual Sustained Attention |
| VIDC | Visual Internally Directed Cognition |
| XGBoost | Extreme Gradient Boosting |
| ZOH | Zero-Order Hold |
| EMG | Electromyography |