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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...

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Autores principales: Namazi, Hamidreza, Akrami, Amin, Nazeri, Sina, Kulish, Vladimir V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
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.
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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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