A Riemannian Modification of Artifact Subspace Reconstruction for EEG Artifact Handling

A Riemannian Modification of Artifact Subspace Reconstruction for EEG Artifact Handling

Artifact Subspace Reconstruction (ASR) is an adaptive method for the online or offline correction of artifacts comprising multichannel electroencephalography (EEG) recordings. It repeatedly computes a principal component analysis (PCA) on covariance matrices to detect artifacts based on their statis...

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Bibliographic Details
Main Authors: Sarah Blum, Nadine S. J. Jacobsen, Martin G. Bleichner, Stefan Debener
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-04-01
Series:Frontiers in Human Neuroscience
Subjects:
Riemann
mobile EEG
ASR
BCI
neuroergonomics
PCA
Online Access:https://www.frontiersin.org/article/10.3389/fnhum.2019.00141/full

Internet

https://www.frontiersin.org/article/10.3389/fnhum.2019.00141/full

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