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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Published in:Oncotarget
Main Author: Namazi H.; Khosrowabadi R.; Hussaini J.; Habibi S.; Farid A.A.; Kulish V.V.
Format: Article
Language:English
Published: Impact Journals LLC 2016
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984927016&doi=10.18632%2foncotarget.11234&partnerID=40&md5=618f40a01035c3cb8dffd156c9db807a
id 2-s2.0-84984927016
spelling 2-s2.0-84984927016
Namazi H.; Khosrowabadi R.; Hussaini J.; Habibi S.; Farid A.A.; Kulish V.V.
Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
2016
Oncotarget
7
35
10.18632/oncotarget.11234
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984927016&doi=10.18632%2foncotarget.11234&partnerID=40&md5=618f40a01035c3cb8dffd156c9db807a
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
19492553
English
Article
All Open Access; Gold Open Access; Green Open Access
author Namazi H.; Khosrowabadi R.; Hussaini J.; Habibi S.; Farid A.A.; Kulish V.V.
spellingShingle Namazi H.; Khosrowabadi R.; Hussaini J.; Habibi S.; Farid A.A.; Kulish V.V.
Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
author_facet Namazi H.; Khosrowabadi R.; Hussaini J.; Habibi S.; Farid A.A.; Kulish V.V.
author_sort Namazi H.; Khosrowabadi R.; Hussaini J.; Habibi S.; Farid A.A.; Kulish V.V.
title 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_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_sort Analysis of the influence of memory content of auditory stimuli on the memory content of EEG signal
publishDate 2016
container_title Oncotarget
container_volume 7
container_issue 35
doi_str_mv 10.18632/oncotarget.11234
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84984927016&doi=10.18632%2foncotarget.11234&partnerID=40&md5=618f40a01035c3cb8dffd156c9db807a
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.
publisher Impact Journals LLC
issn 19492553
language English
format Article
accesstype All Open Access; Gold Open Access; Green Open Access
record_format scopus
collection Scopus
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