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Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal
An important challenge in brain research is to make out the relation between the features of olfactory stimuli and the electroencephalogram (EEG) signal. Yet, no one has discovered any relation between the structures of olfactory stimuli and the EEG signal. This study investigates the relation betwe...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5031905/ https://www.ncbi.nlm.nih.gov/pubmed/27699169 http://dx.doi.org/10.1155/2016/5469587 |
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author | Namazi, Hamidreza Akrami, Amin Nazeri, Sina Kulish, Vladimir V. |
author_facet | Namazi, Hamidreza Akrami, Amin Nazeri, Sina Kulish, Vladimir V. |
author_sort | Namazi, Hamidreza |
collection | PubMed |
description | An important challenge in brain research is to make out the relation between the features of olfactory stimuli and the electroencephalogram (EEG) signal. Yet, no one has discovered any relation between the structures of olfactory stimuli and the EEG signal. This study investigates the relation between the structures of EEG signal and the olfactory stimulus (odorant). We show that the complexity of the EEG signal is coupled with the molecular complexity of the odorant, where more structurally complex odorant causes less fractal EEG signal. Also, odorant having higher entropy causes the EEG signal to have lower approximate entropy. The method discussed here can be applied and investigated in case of patients with brain diseases as the rehabilitation purpose. |
format | Online Article Text |
id | pubmed-5031905 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-50319052016-10-03 Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal Namazi, Hamidreza Akrami, Amin Nazeri, Sina Kulish, Vladimir V. Biomed Res Int Research Article An important challenge in brain research is to make out the relation between the features of olfactory stimuli and the electroencephalogram (EEG) signal. Yet, no one has discovered any relation between the structures of olfactory stimuli and the EEG signal. This study investigates the relation between the structures of EEG signal and the olfactory stimulus (odorant). We show that the complexity of the EEG signal is coupled with the molecular complexity of the odorant, where more structurally complex odorant causes less fractal EEG signal. Also, odorant having higher entropy causes the EEG signal to have lower approximate entropy. The method discussed here can be applied and investigated in case of patients with brain diseases as the rehabilitation purpose. Hindawi Publishing Corporation 2016 2016-09-08 /pmc/articles/PMC5031905/ /pubmed/27699169 http://dx.doi.org/10.1155/2016/5469587 Text en Copyright © 2016 Hamidreza Namazi et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Namazi, Hamidreza Akrami, Amin Nazeri, Sina Kulish, Vladimir V. Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal |
title | Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal |
title_full | Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal |
title_fullStr | Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal |
title_full_unstemmed | Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal |
title_short | Analysis of the Influence of Complexity and Entropy of Odorant on Fractal Dynamics and Entropy of EEG Signal |
title_sort | analysis of the influence of complexity and entropy of odorant on fractal dynamics and entropy of eeg signal |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5031905/ https://www.ncbi.nlm.nih.gov/pubmed/27699169 http://dx.doi.org/10.1155/2016/5469587 |
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