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. 2026 Aug 27;16(9):915. doi: 10.3390/brainsci16090915
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