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Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal

One of the major challenges in brain research is to relate the structural features of the auditory stimulus to structural features of Electroencephalogram (EEG) signal. Memory content is an important feature of EEG signal and accordingly the brain. On the other hand, the memory content can also be c...

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Autores principales: Namazi, Hamidreza, Khosrowabadi, Reza, Hussaini, Jamal, Habibi, Shaghayegh, Farid, Ali Akhavan, Kulish, Vladimir V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5302900/
https://www.ncbi.nlm.nih.gov/pubmed/27528219
http://dx.doi.org/10.18632/oncotarget.11234
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author Namazi, Hamidreza
Khosrowabadi, Reza
Hussaini, Jamal
Habibi, Shaghayegh
Farid, Ali Akhavan
Kulish, Vladimir V.
author_facet Namazi, Hamidreza
Khosrowabadi, Reza
Hussaini, Jamal
Habibi, Shaghayegh
Farid, Ali Akhavan
Kulish, Vladimir V.
author_sort Namazi, Hamidreza
collection PubMed
description One of the major challenges in brain research is to relate the structural features of the auditory stimulus to structural features of Electroencephalogram (EEG) signal. Memory content is an important feature of EEG signal and accordingly the brain. On the other hand, the memory content can also be considered in case of stimulus. Beside all works done on analysis of the effect of stimuli on human EEG and brain memory, no work discussed about the stimulus memory and also the relationship that may exist between the memory content of stimulus and the memory content of EEG signal. For this purpose we consider the Hurst exponent as the measure of memory. This study reveals the plasticity of human EEG signals in relation to the auditory stimuli. For the first time we demonstrated that the memory content of an EEG signal shifts towards the memory content of the auditory stimulus used. The results of this analysis showed that an auditory stimulus with higher memory content causes a larger increment in the memory content of an EEG signal. For the verification of this result, we benefit from approximate entropy as indicator of time series randomness. The capability, observed in this research, can be further investigated in relation to human memory.
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spelling pubmed-53029002017-02-13 Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal Namazi, Hamidreza Khosrowabadi, Reza Hussaini, Jamal Habibi, Shaghayegh Farid, Ali Akhavan Kulish, Vladimir V. Oncotarget Research Paper: Neuroscience One of the major challenges in brain research is to relate the structural features of the auditory stimulus to structural features of Electroencephalogram (EEG) signal. Memory content is an important feature of EEG signal and accordingly the brain. On the other hand, the memory content can also be considered in case of stimulus. Beside all works done on analysis of the effect of stimuli on human EEG and brain memory, no work discussed about the stimulus memory and also the relationship that may exist between the memory content of stimulus and the memory content of EEG signal. For this purpose we consider the Hurst exponent as the measure of memory. This study reveals the plasticity of human EEG signals in relation to the auditory stimuli. For the first time we demonstrated that the memory content of an EEG signal shifts towards the memory content of the auditory stimulus used. The results of this analysis showed that an auditory stimulus with higher memory content causes a larger increment in the memory content of an EEG signal. For the verification of this result, we benefit from approximate entropy as indicator of time series randomness. The capability, observed in this research, can be further investigated in relation to human memory. Impact Journals LLC 2016-08-11 /pmc/articles/PMC5302900/ /pubmed/27528219 http://dx.doi.org/10.18632/oncotarget.11234 Text en Copyright: © 2016 Namazi et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper: Neuroscience
Namazi, Hamidreza
Khosrowabadi, Reza
Hussaini, Jamal
Habibi, Shaghayegh
Farid, Ali Akhavan
Kulish, Vladimir V.
Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
title Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
title_full Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
title_fullStr Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
title_full_unstemmed Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
title_short Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
title_sort analysis of the influence of memory content of auditory stimuli on the memory content of eeg signal
topic Research Paper: Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5302900/
https://www.ncbi.nlm.nih.gov/pubmed/27528219
http://dx.doi.org/10.18632/oncotarget.11234
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