Fine-tuning brain foundation models on EEG data yields improved accuracy for real-time cognitive load estimation in BCIs while using SHAP to show consistent focus on prefrontal regions linked to cognitive control.
The role of medial prefrontal cortex in memory and decision making
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Cognitive Load Estimation Using Brain Foundation Models and Interpretability for BCIs
Fine-tuning brain foundation models on EEG data yields improved accuracy for real-time cognitive load estimation in BCIs while using SHAP to show consistent focus on prefrontal regions linked to cognitive control.