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Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations

The problem of revealing age-related distinctions in multichannel electroencephalograms (EEGs) during the execution of motor tasks in young and elderly adults is addressed herein. Based on the detrended fluctuation analysis (DFA), differences in long-range correlations are considered, emphasizing ch...

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Detalles Bibliográficos
Autores principales: Pavlov, Alexey N., Pitsik, Elena N., Frolov, Nikita S., Badarin, Artem, Pavlova, Olga N., Hramov, Alexander E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7602706/
https://www.ncbi.nlm.nih.gov/pubmed/33076556
http://dx.doi.org/10.3390/s20205843
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author Pavlov, Alexey N.
Pitsik, Elena N.
Frolov, Nikita S.
Badarin, Artem
Pavlova, Olga N.
Hramov, Alexander E.
author_facet Pavlov, Alexey N.
Pitsik, Elena N.
Frolov, Nikita S.
Badarin, Artem
Pavlova, Olga N.
Hramov, Alexander E.
author_sort Pavlov, Alexey N.
collection PubMed
description The problem of revealing age-related distinctions in multichannel electroencephalograms (EEGs) during the execution of motor tasks in young and elderly adults is addressed herein. Based on the detrended fluctuation analysis (DFA), differences in long-range correlations are considered, emphasizing changes in the scaling exponent [Formula: see text]. Stronger responses in elderly subjects are confirmed, including the range and rate of increase in [Formula: see text]. Unlike elderly subjects, young adults demonstrated about 2.5 times more pronounced differences between motor task responses with the dominant and non-dominant hand. Knowledge of age-related changes in brain electrical activity is important for understanding consequences of healthy aging and distinguishing them from pathological changes associated with brain diseases. Besides diagnosing age-related effects, the potential of DFA can also be used in the field of brain–computer interfaces.
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spelling pubmed-76027062020-11-01 Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations Pavlov, Alexey N. Pitsik, Elena N. Frolov, Nikita S. Badarin, Artem Pavlova, Olga N. Hramov, Alexander E. Sensors (Basel) Letter The problem of revealing age-related distinctions in multichannel electroencephalograms (EEGs) during the execution of motor tasks in young and elderly adults is addressed herein. Based on the detrended fluctuation analysis (DFA), differences in long-range correlations are considered, emphasizing changes in the scaling exponent [Formula: see text]. Stronger responses in elderly subjects are confirmed, including the range and rate of increase in [Formula: see text]. Unlike elderly subjects, young adults demonstrated about 2.5 times more pronounced differences between motor task responses with the dominant and non-dominant hand. Knowledge of age-related changes in brain electrical activity is important for understanding consequences of healthy aging and distinguishing them from pathological changes associated with brain diseases. Besides diagnosing age-related effects, the potential of DFA can also be used in the field of brain–computer interfaces. MDPI 2020-10-15 /pmc/articles/PMC7602706/ /pubmed/33076556 http://dx.doi.org/10.3390/s20205843 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Letter
Pavlov, Alexey N.
Pitsik, Elena N.
Frolov, Nikita S.
Badarin, Artem
Pavlova, Olga N.
Hramov, Alexander E.
Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations
title Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations
title_full Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations
title_fullStr Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations
title_full_unstemmed Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations
title_short Age-Related Distinctions in EEG Signals during Execution of Motor Tasks Characterized in Terms of Long-Range Correlations
title_sort age-related distinctions in eeg signals during execution of motor tasks characterized in terms of long-range correlations
topic Letter
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7602706/
https://www.ncbi.nlm.nih.gov/pubmed/33076556
http://dx.doi.org/10.3390/s20205843
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