Uncertainty-Aware Denoising Network for Artifact Removal in EEG Signals

The electroencephalogram (EEG) is extensively employed for detecting various brain electrical activities. Nonetheless, EEG recordings are susceptible to undesirable artifacts, resulting in misleading data analysis and even significantly impacting the interpretation of results. While previous efforts...

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Bibliographic Details
Main Authors: Xiyuan Jin, Jing Wang, Lei Liu, Youfang Lin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10312758/