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Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training

文献类型：期刊论文

作者Wang, Jiaxing4,5; Wang, Weiqun5; Ren, Shixin4,5; Shi, Weiguo4,5; Hou, Zeng-Guang1,2,3,5
刊名IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
出版日期2022-06-01
卷号14期号:2页码:532-540
关键词Cognitive-motor dual-task training (CMDT) engagement event-related (de-)synchronization (ERD/ERS) focus of attention (FOA) single-cognitive/motor-task training (SCT/SMT)
ISSN号2379-8920
DOI10.1109/TCDS.2021.3053050
通讯作者Hou, Zeng-Guang(zengguang.hou@ia.ac.cn)
英文摘要Single-task and cognitive-motor dual-task training (CMDT) has been extensively studied for the post-stroke function rehabilitation. However, little is known about the difference between the brain activities when these two types of tasks are being implemented. Therefore, neural correlates of single-cognitive/motor-task training (SCT/SMT) versus CMDT are investigated in this study. Specifically, a pure mathematical problem-solving task and a pure cycling task were designed for the SCT and SMT paradigms, respectively. For the CMDT, subjects should perform these two tasks simultaneously. Electroencephalography signals acquired during performing these two types of training are used to analyze the brain dynamic properties by event-related potential and event-related (de-)synchronization analyses. It can be seen from the results that compared with the SCT, theta event-related synchronization can be increased significantly by the CMDT (frontal theta: p-value = 5.44e - 05 < 0.0001 and temporal theta: p-value = 9.18e - 06 < 0.0001) and, meanwhile, the mu and central beta event-related desynchronization induced by the CMDT is significantly lower than that induced by the SMT (mu: p-value = 2.28e - 06 < 0.0001 and central beta: p-value = 4.37e - 06 < 0.0001). Therefore, it is proved in this study that the SMT can induce higher motor neural engagement than the CMDT and, meanwhile, compared with the SCT, higher cognitive neural activity can be induced by the CMDT, which can be explained by that the multitask coordination induces more neural activities. In addition, it is found that more attention has been paid on the relatively difficult task during the dual-task training. Therefore, the difficulty level of each task in the CMDT paradigm can be designed subject specific to implement the personalized training.
WOS关键词CHRONIC STROKE ; EEG ; PERFORMANCE ; ATTENTION ; RECOVERY ; ALPHA ; REHABILITATION ; OSCILLATIONS ; ENGAGEMENT ; INTENSITY
资助项目National Natural Science Foundation of China[U1913601] ; National Natural Science Foundation of China[91848110] ; National Natural Science Foundation of China[61720106012] ; National Key Research and Development Program of China[2018YFB1307804] ; Beijing Natural Science Foundation[4202074] ; Strategic Priority Research Program of Chinese Academy of Science[XDB32000000]
WOS研究方向Computer Science ; Robotics ; Neurosciences & Neurology
语种英语
WOS记录号WOS:000809402600028
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
资助机构National Natural Science Foundation of China ; National Key Research and Development Program of China ; Beijing Natural Science Foundation ; Strategic Priority Research Program of Chinese Academy of Science
源URL[http://ir.ia.ac.cn/handle/173211/49602]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队
通讯作者Hou, Zeng-Guang
作者单位1.Macau Univ Sci & Technol, Inst Syst Engn, Joint Lab Intelligence Sci & Technol, Taipa, Macao, Peoples R China
2.CAS Ctr Excellence Brain Sci & Intelligence Techn, Beijing 100190, Peoples R China
3.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
4.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
5.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Wang, Jiaxing,Wang, Weiqun,Ren, Shixin,et al. Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training[J]. IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS,2022,14(2):532-540.
APA Wang, Jiaxing,Wang, Weiqun,Ren, Shixin,Shi, Weiguo,&Hou, Zeng-Guang.(2022).Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training.IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS,14(2),532-540.
MLA Wang, Jiaxing,et al."Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training".IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS 14.2(2022):532-540.

入库方式： OAI收割

来源：自动化研究所

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