Unveiling neural coupling within the sensorimotor system: directionality and nonlinearity

Yuan Yang* (Corresponding Author), Julius P.A. Dewald, Frans C.T. van der Helm, Alfred C. Schouten

*Corresponding author for this work

    Research output: Contribution to journalReview articleAcademicpeer-review

    6 Citations (Scopus)
    29 Downloads (Pure)

    Abstract

    Neural coupling between the central nervous system and the periphery is essential for the neural control of movement. Corticomuscular coherence is a popular linear technique to assess synchronised oscillatory activity in the sensorimotor system. This oscillatory coupling originates from ascending somatosensory feedback and descending motor commands. However, corticomuscular coherence cannot separate this bidirectionality. Furthermore, the sensorimotor system is nonlinear, resulting in cross-frequency coupling. Cross-frequency oscillations cannot be assessed nor exploited by linear measures. Here, we emphasise the need of novel coupling measures, which provide directionality and acknowledge nonlinearity, to unveil neural coupling in the sensorimotor system. We highlight recent advances in the field and argue that assessing directionality and nonlinearity of neural coupling will break new ground in the study of the control of movement in healthy and neurologically impaired individuals.

    Original languageEnglish
    Pages (from-to)2407-2415
    Number of pages9
    JournalEuropean journal of neuroscience
    Volume48
    Issue number7
    DOIs
    Publication statusPublished - 1 Oct 2018

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    Central Nervous System

    Keywords

    • UT-Hybrid-D
    • cross-frequency coupling
    • granger causality
    • sensorimotor system
    • sensory feedback
    • corticomuscular interaction

    Cite this

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    title = "Unveiling neural coupling within the sensorimotor system: directionality and nonlinearity",
    abstract = "Neural coupling between the central nervous system and the periphery is essential for the neural control of movement. Corticomuscular coherence is a popular linear technique to assess synchronised oscillatory activity in the sensorimotor system. This oscillatory coupling originates from ascending somatosensory feedback and descending motor commands. However, corticomuscular coherence cannot separate this bidirectionality. Furthermore, the sensorimotor system is nonlinear, resulting in cross-frequency coupling. Cross-frequency oscillations cannot be assessed nor exploited by linear measures. Here, we emphasise the need of novel coupling measures, which provide directionality and acknowledge nonlinearity, to unveil neural coupling in the sensorimotor system. We highlight recent advances in the field and argue that assessing directionality and nonlinearity of neural coupling will break new ground in the study of the control of movement in healthy and neurologically impaired individuals.",
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    Unveiling neural coupling within the sensorimotor system : directionality and nonlinearity. / Yang, Yuan (Corresponding Author); Dewald, Julius P.A.; van der Helm, Frans C.T.; Schouten, Alfred C.

    In: European journal of neuroscience, Vol. 48, No. 7, 01.10.2018, p. 2407-2415.

    Research output: Contribution to journalReview articleAcademicpeer-review

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    AU - Yang, Yuan

    AU - Dewald, Julius P.A.

    AU - van der Helm, Frans C.T.

    AU - Schouten, Alfred C.

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    AB - Neural coupling between the central nervous system and the periphery is essential for the neural control of movement. Corticomuscular coherence is a popular linear technique to assess synchronised oscillatory activity in the sensorimotor system. This oscillatory coupling originates from ascending somatosensory feedback and descending motor commands. However, corticomuscular coherence cannot separate this bidirectionality. Furthermore, the sensorimotor system is nonlinear, resulting in cross-frequency coupling. Cross-frequency oscillations cannot be assessed nor exploited by linear measures. Here, we emphasise the need of novel coupling measures, which provide directionality and acknowledge nonlinearity, to unveil neural coupling in the sensorimotor system. We highlight recent advances in the field and argue that assessing directionality and nonlinearity of neural coupling will break new ground in the study of the control of movement in healthy and neurologically impaired individuals.

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