Applying dimension reduction to EEG data by Principal Component Analysis reduces the quality of its subsequent Independent Component decomposition-Reference-Cited by-同舟云学术

Applying dimension reduction to EEG data by Principal Component Analysis reduces the quality of its subsequent Independent Component decomposition

Published:2018-07 Issue: Volume:175 Page:176-187
ISSN:1053-8119
Container-title:NeuroImage
language:en
Short-container-title:NeuroImage

Author:

Artoni Fiorenzo,Delorme Arnaud,Makeig Scott

Funder

European Union's Horizon 2020 research and innovation programme under Marie Skłodowska Curie

U.S. National Institutes of Health

Publisher

Elsevier BV

Subject

Cognitive Neuroscience,Neurology

Reference54 articles.

1. Simultaneous head tissue conductivity and EEG source location estimation;Acar;Neuroimage,2016

2. A Visual Working Memory Dataset Collection with Bootstrap Independent Component Analysis for Comparison of Electroencephalogram Preprocessing Pipelines;Artoni,2018

3. Unidirectional brain to muscle connectivity reveals motor cortex control of leg muscles during stereotyped walking;Artoni;Neuroimage,2017

4. ErpICASSO: a tool for reliability estimates of independent components in EEG event-related analysis;Artoni,2012

5. RELICA: a method for estimating the reliability of independent components;Artoni;Neuroimage,2014

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