How Electroencephalogram Reference Influences the Movement Readiness Potential?

Readiness potential (RP) based on electroencephalograms (EEG) has been studied extensively in recent years, but no studies have investigated the influence of the reference electrode on RP. In order to investigate the reference effect, 10 subjects were recruited and the original vertex reference (Cz)...

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Main Authors: Yuxia Hu, Lipeng Zhang, Mingming Chen, Xiaoyuan Li, Li Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-12-01
Series:Frontiers in Neuroscience
Subjects:
EEG
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2017.00683/full
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spelling doaj-c579674135014f53bbf27840a5a316c02020-11-24T20:48:55ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2017-12-011110.3389/fnins.2017.00683306501How Electroencephalogram Reference Influences the Movement Readiness Potential?Yuxia Hu0Lipeng Zhang1Mingming Chen2Xiaoyuan Li3Li Shi4Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, Department of Automation, School of Electric Engineering, Zhengzhou University, Zhengzhou, ChinaHenan Key Laboratory of Brain Science and Brain-Computer Interface Technology, Department of Automation, School of Electric Engineering, Zhengzhou University, Zhengzhou, ChinaHenan Key Laboratory of Brain Science and Brain-Computer Interface Technology, Department of Automation, School of Electric Engineering, Zhengzhou University, Zhengzhou, ChinaHenan Key Laboratory of Brain Science and Brain-Computer Interface Technology, Department of Automation, School of Electric Engineering, Zhengzhou University, Zhengzhou, ChinaDepartment of Automation, Tsinghua University, Beijing, ChinaReadiness potential (RP) based on electroencephalograms (EEG) has been studied extensively in recent years, but no studies have investigated the influence of the reference electrode on RP. In order to investigate the reference effect, 10 subjects were recruited and the original vertex reference (Cz) was used to record the raw EEG signal when the subjects performed a motor preparation task. The EEG was then transformed to the common average reference (CAR) and reference electrode standardization technique (REST) reference, and we analyzed the RP waveform and voltage topographies and calculated the classification accuracy of idle and RP EEG segments. Our results showed that the RP waveform and voltage topographies were greatly influenced by the reference, but the classification accuracy was less affected if proper channels were selected as features. Since the Cz channel is near the primary motor cortex, where the source of RP is located, using the REST and CAR references is recommended to get accurate RP waveforms and voltage topographies.http://journal.frontiersin.org/article/10.3389/fnins.2017.00683/fullEEGre-referencereadiness potential (RP)reference electrode standardization technique (REST)common average reference (CAR)
collection DOAJ
language English
format Article
sources DOAJ
author Yuxia Hu
Lipeng Zhang
Mingming Chen
Xiaoyuan Li
Li Shi
spellingShingle Yuxia Hu
Lipeng Zhang
Mingming Chen
Xiaoyuan Li
Li Shi
How Electroencephalogram Reference Influences the Movement Readiness Potential?
Frontiers in Neuroscience
EEG
re-reference
readiness potential (RP)
reference electrode standardization technique (REST)
common average reference (CAR)
author_facet Yuxia Hu
Lipeng Zhang
Mingming Chen
Xiaoyuan Li
Li Shi
author_sort Yuxia Hu
title How Electroencephalogram Reference Influences the Movement Readiness Potential?
title_short How Electroencephalogram Reference Influences the Movement Readiness Potential?
title_full How Electroencephalogram Reference Influences the Movement Readiness Potential?
title_fullStr How Electroencephalogram Reference Influences the Movement Readiness Potential?
title_full_unstemmed How Electroencephalogram Reference Influences the Movement Readiness Potential?
title_sort how electroencephalogram reference influences the movement readiness potential?
publisher Frontiers Media S.A.
series Frontiers in Neuroscience
issn 1662-453X
publishDate 2017-12-01
description Readiness potential (RP) based on electroencephalograms (EEG) has been studied extensively in recent years, but no studies have investigated the influence of the reference electrode on RP. In order to investigate the reference effect, 10 subjects were recruited and the original vertex reference (Cz) was used to record the raw EEG signal when the subjects performed a motor preparation task. The EEG was then transformed to the common average reference (CAR) and reference electrode standardization technique (REST) reference, and we analyzed the RP waveform and voltage topographies and calculated the classification accuracy of idle and RP EEG segments. Our results showed that the RP waveform and voltage topographies were greatly influenced by the reference, but the classification accuracy was less affected if proper channels were selected as features. Since the Cz channel is near the primary motor cortex, where the source of RP is located, using the REST and CAR references is recommended to get accurate RP waveforms and voltage topographies.
topic EEG
re-reference
readiness potential (RP)
reference electrode standardization technique (REST)
common average reference (CAR)
url http://journal.frontiersin.org/article/10.3389/fnins.2017.00683/full
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AT mingmingchen howelectroencephalogramreferenceinfluencesthemovementreadinesspotential
AT xiaoyuanli howelectroencephalogramreferenceinfluencesthemovementreadinesspotential
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