Diff-ADN: A diffusion-guided artifact denoising network with deterministic residual refinement for EEG.
OBJECTIVE Physiological artifacts degrade electroencephalographic (EEG) recordings and can affect downstream brain-computer interface (BCI) analysis. This study develops a compact single-channel framework for ocular, muscular, cardiac, and mixed-artifact removal. Approach: The Diffusion-Guided Artifact Denoising Networ...