Aerobic Exercise Changes Low-Frequency Functional and Effective Connectivity in Cognitive Load Task

被引:2
|
作者
Li, Sum [1 ,4 ]
Meng, Qiangfan [2 ]
Yao, Wang [2 ]
Guo, Suli [3 ]
Liu, Hui [2 ]
Wang, Rui [2 ]
Meng, Jiayuan [2 ]
Xu, Minpeng [2 ]
机构
[1] Tianjin Univ, Sch Educ, Tianjin 300072, Peoples R China
[2] Tianjin Univ, Acad Med Engn & Translat Med, Tianjin 300072, Peoples R China
[3] Qinghai Nationalities Univ, Coll Phys Educ, Xining 810007, Qinghai, Peoples R China
[4] Tianjin Univ, Inst Appl Psychol, Tianjin 300072, Peoples R China
基金
中国国家自然科学基金;
关键词
Aerobic exercise; Cognitive load; N-back; Electroencephalogram (EEG); Partial directed coherence (PDC); Weighted Phase-Lag Index (WPLI); WORKING-MEMORY; BRAIN;
D O I
10.1109/EMBC40787.2023.10340660
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As is well known, cognitive performances are highly influenced by cognitive load, so it is meaningful to find some ways to effectively reduce the cognitive load. In particular, aerobic exercise is a promising way. However, the neural evidence is still lacking in understanding how aerobic exercise minimizes cognitive load. To solve the problem, this study adopted the N-back task in both the before (BE) and after (AE) aerobic exercise periods, behavioral and EEG data were recorded from 21 participants. Functional connectivity was constructed by the weighted phase lag index (WPLI), and effective connectivity was constructed by the partially directed coherent (PDC). Consequently, by comparing the connection strength and pattern of BE and AE, it is found that in low-frequency (0 similar to 8 Hz), aerobic exercise could enhance the connection strength of WPLI networks under high cognitive load, and increase the importance of the forehead region in the communication of PDC networks under low cognitive load. These results could advance our understanding of the underlying mechanisms of how aerobic exercise modulates cognitive load.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Online detection of low-frequency functional connectivity
    Peltier, S
    LaConte, S
    Hu, XP
    MEDICAL IMAGING 2004: PHYSIOLOGY, FUNCTION, AND STRUCTURE FROM MEDICAL IMAGES, 2004, 5 (23): : 683 - 690
  • [2] Acute Exercise Alters Functional Connectivity During Cognitive Task
    Ando, Soichi
    Saito, Sota
    Mizuguchi, Nobuaki
    Sudo, Mizuki
    Ohkawara, Kazunori
    Senoo, Atsushi
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2019, 51 (06): : 552 - 552
  • [3] Hippocampal Fractional Amplitude of Low-Frequency Fluctuation and Functional Connectivity Changes in Premenstrual Syndrome
    Duan, Gaoxiong
    Liu, Huimei
    Pang, Yong
    Liu, Peng
    Liu, Yanfei
    Wang, Geliang
    Liao, Hai
    Tang, Lijun
    Chen, Wenfu
    Mo, Xiaping
    Wen, Danhong
    Lin, Hua
    Deng, Demao
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2018, 47 (02) : 545 - 553
  • [4] Targeting auditory verbal hallucinations in schizophrenia: effective connectivity changes induced by low-frequency rTMS
    Yuanjun, Xie
    Guan, Muzhen
    Zhang, Tian
    Ma, Chaozong
    Wang, Lingling
    Lin, Xinxin
    Li, Chenxi
    Wang, Zhongheng
    Zhujing, Ma
    Wang, Huaning
    Peng, Fang
    TRANSLATIONAL PSYCHIATRY, 2024, 14 (01):
  • [5] INFLUENCE OF LOW-FREQUENCY RTMS ON CORTICAL FUNCTIONAL CONNECTIVITY AND PERFUSION IN RATS
    Boonzaier, J.
    van Tilborg, G. A.
    Otte, W. M.
    de Weijer, A. D.
    van Vliet, G.
    Petrov, P.
    Neggers, S. F.
    van der Toorn, A.
    Dijkhuizen, R. M.
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2016, 36 : 371 - 372
  • [6] Aerobic fitness effects on exercise-induced low-frequency diaphragm fatigue
    Babcock, MA
    Pegelow, DF
    Johnson, BD
    Dempsey, JA
    JOURNAL OF APPLIED PHYSIOLOGY, 1996, 81 (05) : 2156 - 2164
  • [7] FUNCTIONAL AND EFFECTIVE CONNECTIVITY OF COGNITIVE CONTROL
    不详
    PSYCHOPHYSIOLOGY, 2013, 50 : S22 - S22
  • [8] Functional connectivity and amplitude of low-frequency fluctuations changes in people with complete subacute and chronic spinal cord injury
    Vanessa Vallesi
    Johannes K. Richter
    Nadine Hunkeler
    Mihael Abramovic
    Claus Hashagen
    Ernst Christiaanse
    Ganesh Shetty
    Rajeev K. Verma
    Markus Berger
    Angela Frotzler
    Heidrun Eisenlohr
    Inge Eriks-Hoogland
    Anke Scheel-Sailer
    Lars Michels
    Patrik O. Wyss
    Scientific Reports, 12 (1)
  • [9] Functional connectivity and amplitude of low-frequency fluctuations changes in people with complete subacute and chronic spinal cord injury
    Vallesi, Vanessa
    Richter, Johannes K.
    Hunkeler, Nadine
    Abramovic, Mihael
    Hashagen, Claus
    Christiaanse, Ernst
    Shetty, Ganesh
    Verma, Rajeev K.
    Berger, Markus
    Frotzler, Angela
    Eisenlohr, Heidrun
    Eriks-Hoogland, Inge
    Scheel-Sailer, Anke
    Michels, Lars
    Wyss, Patrik O.
    SCIENTIFIC REPORTS, 2022, 12 (01):
  • [10] Machine learning evaluates changes in functional connectivity under a prolonged cognitive load
    Frolov, Nikita
    Kabir, Muhammad Salman
    Maksimenko, Vladimir
    Hramov, Alexander
    CHAOS, 2021, 31 (10)