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Delay estimation for cortical-muscular interaction via the rate of voxels change

  • Jinbiao Liu
  • , Gansheng Tan
  • , Yixuan Sheng
  • , Jiaole Wang
  • , Wenjie Lu
  • , Honghai Liu

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Abstract

    It is evident that corticomuscular coherence (CMC), representing the functional coupling between motor cortex and muscle tissues, plays a crucial role in neurophysiologic studies and applications. It is hypothesized that there is an unknown time delay comprising at least neural conduction time in the process of corticomuscular interaction. In this study, we developed a novel delay estimation method, defined as the rate of voxels change (RVC) for the estimation of time delay in two coupled physiological signals. The RVC is the dynamic variation of the local CMCs observed in different time offsets. Both simulation and physiological data confirm the capability of RVC in estimating cortical-muscular delay. The underlying mechanisms of individual discrepancy of the latency is also investigated via exploring the correlation between delays, brain activity and motor performance. Correlation analyses indicate an intrinsic link between the connectivity strength of the brain network and the length of time delay in cortical-muscular interactions.

    Original languageEnglish
    Title of host publication2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages3897-3902
    Number of pages6
    ISBN (Electronic)9781728185262
    ISBN (Print)9781728185279
    DOIs
    Publication statusPublished - 14 Dec 2020
    Event2020 IEEE International Conference on Systems, Man, and Cybernetics - Toronto, Canada
    Duration: 11 Oct 2020 → 14 Oct 2020
    https://www.ieeesmc.org/conferences/calendar/event/655-2020-ieee-international-conference-on-systems-man-and-cybernetics-smc

    Publication series

    Name2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
    PublisherIEEE
    ISSN (Print)1062-922X
    ISSN (Electronic)2577-1655

    Conference

    Conference2020 IEEE International Conference on Systems, Man, and Cybernetics
    Abbreviated titleSMC 2020
    Country/TerritoryCanada
    CityToronto
    Period11/10/20 → 14/10/20
    Internet address

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