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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7602706 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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