A coordinate-queryable implicit neural representation learns a conditional scalp field from partial EEG support channels to reconstruct signals at arbitrary and unseen electrode positions.
Generative ai enables eeg super-resolution via spatio-temporal adaptive diffusion learning.IEEE Transactions on Consumer Electronics, 71 (1):1034–1045, 2025
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Coordinate-Queryable Neural Field Reconstruction for EEG Spatial Super-Resolution with Unseen-Electrode Generation
A coordinate-queryable implicit neural representation learns a conditional scalp field from partial EEG support channels to reconstruct signals at arbitrary and unseen electrode positions.