user

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

被引：10
|
作者：
Pavlov, Alexey N. [1 ]
Pitsik, Elena N. [2 ]
Frolov, Nikita S. [2 ]
Badarin, Artem [2 ]
Pavlova, Olga N. [1 ]
Hramov, Alexander E. [2 ,3 ,4 ]
机构：
[1] Saratov NG Chernyshevskii State Univ, Astrakhanskaya Str 83, Saratov 410012, Russia
[2] Innopolis Univ, Ctr Technol Robot & Mechatron Components, Neurosci & Cognit Technol Lab, Univ Skaya Str 1, Innopolis 420500, Russia
[3] Lobachevsky Univ, 23 Gagarina Ave, Nizhnii Novgorod 603950, Russia
[4] Saratov State Med Univ, Bolshaya Kazachya Str 112, Saratov 410012, Russia
来源：
SENSORS | 2020年 / 20卷 / 20期
基金：
俄罗斯科学基金会;
关键词：
detrended fluctuation analysis; long-range correlations; electroencephalography (EEG); motor-related brain activity; aging; DETRENDED FLUCTUATION ANALYSIS; ALZHEIMERS-DISEASE; FUNCTIONAL CONNECTIVITY; COMPENSATORY MECHANISMS; BEHAVIORAL VARIANT; BRAIN; NETWORKS; SPECTRUM; WHITE;
D O I：
10.3390/s20205843
中图分类号：
O65 [分析化学];
学科分类号：
070302 ; 081704 ;
摘要：
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 alpha. Stronger responses in elderly subjects are confirmed, including the range and rate of increase in alpha. 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.
引用
收藏
页码：1 / 14
页数：14
相关论文
共 20 条
  • [1] Dynamics of Long-Range Temporal Correlations in Broadband EEG During Different Motor Execution and Imagery Tasks
    Wairagkar, Maitreyee
    Hayashi, Yoshikatsu
    Nasuto, Slawomir J.
    FRONTIERS IN NEUROSCIENCE, 2021, 15
  • [2] Characterization of Anesthesia in Rats from EEG in Terms of Long-Range Correlations
    Blokhina, Inna A.
    Koronovskii Jr, Alexander A.
    Dmitrenko, Alexander V.
    Elizarova, Inna V.
    Moiseikina, Tatyana V.
    Tuzhilkin, Matvey A.
    Semyachkina-Glushkovskaya, Oxana V.
    Pavlov, Alexey N.
    DIAGNOSTICS, 2023, 13 (03)
  • [3] Feature Subset Selection for Age-Related Changes in EEG and EMG during Motor Tasks
    Johnson, Ashley N.
    Vachtsevanos, George J.
    Shinohara, Minoru
    2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, : 3285 - 3288
  • [4] MILimbEEG: A dataset of EEG signals related to upper and lower limb execution of motor and motor imagery tasks
    Asanza, Victor
    Lorente-Leyva, Leandro L.
    Peluffo-Ordonez, Diego H.
    Montoya, Daniel
    Gonzalez, Kleber
    DATA IN BRIEF, 2023, 50
  • [5] CHANGES IN PERSISTENT LONG-RANGE TEMPORAL CORRELATIONS OF EEG DURING A SEIZURE
    Benayoun, Marc
    Wallace, E.
    Cowan, J.
    Kohrman, M.
    van Drongelen, W.
    EPILEPSIA, 2008, 49 : 338 - 338
  • [6] Investigating long-range correlation properties in EEG during complex cognitive tasks
    Karkare, Siddharth
    Saha, Goutam
    Bhattacharya, Joydeep
    CHAOS SOLITONS & FRACTALS, 2009, 42 (04) : 2067 - 2073
  • [7] Age-related source-level differences in brain activity during motor execution
    Kurkin, Semen
    Chepurova, Alla
    Pitsik, Elena
    Badarin, Artem
    Andreev, Andrey
    Antipov, Vladimir
    Drapkina, Oxana
    Kiselev, Anton
    Grubov, Vadim
    Hramov, Alexander
    EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, 2024, 233 (03): : 489 - 497
  • [8] Modeling the Ongoing Dynamics of Short and Long-Range Temporal Correlations in Broadband EEG During Movement
    Wairagkar, Maitreyee
    Hayashi, Yoshikatsu
    Nasuto, Slawomir J.
    FRONTIERS IN SYSTEMS NEUROSCIENCE, 2019, 13
  • [9] Age-Related Differences in Corticospinal Excitability during Observation and Motor Imagery of Balance Tasks
    Mouthon, Audrey A.
    Ruffieux, Jan
    Keller, Martin
    Taube, Wolfgang
    FRONTIERS IN AGING NEUROSCIENCE, 2016, 8
  • [10] Exposure to long-range transported particulate matter and modeling age-related particle deposition
    Oh, Hyeon-Ju
    Min, Yoonki
    Kim, Jongbok
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (48) : 69286 - 69300
12