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

Published in:	IEEE Transactions on Neural Systems and Rehabilitation Engineering
Main Authors:	Xiyuan Jin, Jing Wang, Lei Liu, Youfang Lin
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Artifact removal deep neural network uncertainty estimation
Online Access:	https://ieeexplore.ieee.org/document/10312758/