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
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