FAVC-Net generates 13 virtual EEG channels from Fp1/Fp2/F7/F8 with multi-scale encoding, GATv2 attention, and Welch PSD calibration, outperforming baselines on spectral metrics in the PRED+CT dataset.
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Robust Frequency-Calibrated Virtual EEG Channel Generation from Four Frontal Electrodes for Wearable EEG Augmentation
FAVC-Net generates 13 virtual EEG channels from Fp1/Fp2/F7/F8 with multi-scale encoding, GATv2 attention, and Welch PSD calibration, outperforming baselines on spectral metrics in the PRED+CT dataset.