The Correlation between EEG Signals as Measured in Different Positions on Scalp Varying with Distance

Ronakben Bhavsar; Yi Sun; Na Helian; Neil Davey; David Mayor; Tony Steffert

doi:10.1016/j.procs.2018.01.015

The Correlation between EEG Signals as Measured in Different Positions on Scalp Varying with Distance

Ronakben Bhavsar, Yi Sun, Na Helian, Neil Davey, David Mayor, Tony Steffert

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Abstract

Biomedical signals such as electroencephalogram (EEG) are the time varying signal, and different position of electrodes give different time varying signals. There might be a correlation between these signals. It is likely that the correlation is related to the actual position of electrodes. In this paper, we show that correlation is related to the physical distance between electrodes as measured. This finding is independent of participants and brain hemisphere. Our results indicate that the EEG signal is not transmitted via neurons but through white matter in a brain.

Original language	English
Pages (from-to)	92-97
Number of pages	6
Journal	Procedia Computer Science
Volume	123
DOIs	https://doi.org/10.1016/j.procs.2018.01.015
Publication status	Published - 3 Feb 2018
Event	Biologically Inspired Cognitive Architectures 2017 - Hotel Baltschug Kempinski, Moscow, Russian Federation Duration: 1 Aug 2017 → 6 Aug 2017 http://bica2017.bicasociety.org/

Keywords

Biomedical signal processing
Cross-Correlation
EEG
Time Series Data Analysis

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Published VersionFinal published version, 1.11 MBLicence: CC BY-NC-ND

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abstract = "Biomedical signals such as electroencephalogram (EEG) are the time varying signal, and different position of electrodes give different time varying signals. There might be a correlation between these signals. It is likely that the correlation is related to the actual position of electrodes. In this paper, we show that correlation is related to the physical distance between electrodes as measured. This finding is independent of participants and brain hemisphere. Our results indicate that the EEG signal is not transmitted via neurons but through white matter in a brain.",

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AU - Bhavsar, Ronakben

AU - Sun, Yi

AU - Helian, Na

AU - Davey, Neil

AU - Mayor, David

AU - Steffert, Tony

PY - 2018/2/3

Y1 - 2018/2/3

N2 - Biomedical signals such as electroencephalogram (EEG) are the time varying signal, and different position of electrodes give different time varying signals. There might be a correlation between these signals. It is likely that the correlation is related to the actual position of electrodes. In this paper, we show that correlation is related to the physical distance between electrodes as measured. This finding is independent of participants and brain hemisphere. Our results indicate that the EEG signal is not transmitted via neurons but through white matter in a brain.

AB - Biomedical signals such as electroencephalogram (EEG) are the time varying signal, and different position of electrodes give different time varying signals. There might be a correlation between these signals. It is likely that the correlation is related to the actual position of electrodes. In this paper, we show that correlation is related to the physical distance between electrodes as measured. This finding is independent of participants and brain hemisphere. Our results indicate that the EEG signal is not transmitted via neurons but through white matter in a brain.

KW - Biomedical signal processing

KW - Cross-Correlation

KW - EEG

KW - Time Series Data Analysis

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T2 - Biologically Inspired Cognitive Architectures 2017

Y2 - 1 August 2017 through 6 August 2017

ER -

The Correlation between EEG Signals as Measured in Different Positions on Scalp Varying with Distance

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