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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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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