Functional Connectivity-Guided Band Selection for Motor Imagery Brain-Computer Interfaces

arXiv:2605.00746 · q-bio.NC, eess.SP, physics.optics · Submitted 2026-05-01 · Read on arXiv

q-bio.NC, eess.SP, physics.optics

Submitted: 2026-05-01

Updated: 2026-09-22

Terminology

Accuracy — 34× in this paper · explained in 1 episode
Ablation — 24× in this paper · explained in 1 episode
Feature Extraction — 9× in this paper · explained in 2 episodes
Common Spatial Pattern — 7× in this paper
Robustness — 7× in this paper · explained in 5 episodes
Pairwise Comparisons — 5× in this paper · explained in 2 episodes
Phase Lag Index — 5× in this paper
Interpretability — 4× in this paper · explained in 15 episodes
Feature Selection — 3× in this paper · explained in 4 episodes
Consistency — 2× in this paper · explained in 3 episodes
Generalizability — 2× in this paper · explained in 6 episodes
Phase Locking Value — 2× in this paper
Ablation Studies — 1× in this paper · explained in 1 episode
Ablation study — 1× in this paper · explained in 1 episode
Adaptation — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Calibration — 1× in this paper · explained in 7 episodes
Computational overhead — 1× in this paper · explained in 2 episodes
Information Leakage — 1× in this paper · explained in 2 episodes
Parsimony — 1× in this paper · explained in 2 episodes
Pruning — 1× in this paper · explained in 4 episodes

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