A Perspective on Muscle Synergies and Different Theories Related to Their Adaptation

被引:6
|
作者
Abd, Ashar Turky [1 ]
Singh, Rajat Emanuel [2 ]
Iqbal, Kamran [1 ]
White, Gannon [3 ]
机构
[1] Univ Arkansas Little Rock, Dept Syst Engn, Little Rock, AR 72204 USA
[2] Northwestern Coll, Dept Kinesiol, Orange City, IA 51041 USA
[3] Colorado Mesa Univ, Dept Kinesiol, Grand Junction, CO 81501 USA
来源
BIOMECHANICS | 2021年 / 1卷 / 02期
关键词
central nervous system (CNS); muscle synergy; electromyographic signals (EMG); non-negative matrix factorization algorithm (NNMF); principal component analysis (PCA); INTERNAL-MODELS; MODULAR CONTROL; MOTOR CONTROL; PRIMITIVES; ACTIVATION; COMPLEXITY; GAIT;
D O I
10.3390/biomechanics1020021
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The human motor system is a complex neuro-musculo sensory system that needs further investigations of neuro-muscular commands and sensory-motor coupling to decode movement execution. Some researchers suggest that the central nervous system (CNS) activates a small set of modules termed muscle synergies to simplify motor control. Further, these modules form functional building blocks of movement as they can explain the neurophysiological characteristics of movements. We can identify and extract these muscle synergies from electromyographic signals (EMG) recorded in the laboratory by using linear decomposition algorithms, such as principal component analysis (PCA) and non-Negative Matrix Factorization Algorithm (NNMF). For the past three decades, the hypothesis of muscle synergies has received considerable attention as we attempt to understand and apply the concept of muscle synergies in clinical settings and rehabilitation. In this article, we first explore the concept of muscle synergies. We then present different strategies of adaptation in these synergies that the CNS employs to accomplish a movement goal.
引用
收藏
页码:253 / 263
页数:11
相关论文
共 50 条
  • [1] Robustness of muscle synergies during visuomotor adaptation
    Gentner, Reinhard
    Edmunds, Timothy
    Pai, Dinesh K.
    d'Avella, Andrea
    FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2013, 7
  • [2] Age-Related Modifications of Muscle Synergies and Their Temporal Activations for Overground Walking
    Guo, Xiaoyu
    He, Borong
    Lau, Kelvin Y. S.
    Chan, Peter P. K.
    Liu, Richard
    Xie, Jodie J.
    Ha, Sophia C. W.
    Chen, Chao-Ying
    Cheing, Gladys L. Y.
    Cheung, Roy T. H.
    Chan, Rosa H. M.
    Cheung, Vincent C. K.
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 30 : 2700 - 2709
  • [3] Phasic and tonic muscle synergies are different in number, structure and sparseness
    Brambilla, Cristina
    Russo, Marta
    d'Avella, Andrea
    Scano, Alessandro
    HUMAN MOVEMENT SCIENCE, 2023, 92
  • [4] The Impact of Different Self-Selected Walking Speeds on Muscle Synergies in Transfemoral Amputees during Transient-State Gait
    Mehryar, Pouyan
    Shourijeh, Mohammad
    Rezaeian, Tahmineh
    Khandan, Aminreza
    Messenger, Neil
    O'Connor, Rory
    Farahmand, Farzam
    Dehghani-Sanij, Abbas
    BIOMECHANICS, 2024, 4 (01): : 14 - 33
  • [5] Are muscle synergies useful for neural control?
    de Rugy, Aymar
    Loeb, Gerald E.
    Carroll, Timothy J.
    FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2013, 7
  • [6] Dissecting muscle synergies in the task space
    O'Reilly, David
    Delis, Ioannis
    ELIFE, 2024, 12
  • [7] Common muscle synergies for balance and walking
    Chvatal, Stacie A.
    Ting, Lena H.
    FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2013, 7
  • [8] Speed-Dependent Modulation of Muscle Activity Based on Muscle Synergies during Treadmill Walking
    Kibushi, Benio
    Hagio, Shota
    Moritani, Toshio
    Kouzaki, Motoki
    FRONTIERS IN HUMAN NEUROSCIENCE, 2018, 12
  • [9] Age-related modifications of muscle synergies during daily-living tasks: A scoping review
    Dussault-Picard, Cloe
    Havashinezhadian, Sara
    Turpin, Nicolas A.
    Moissenet, Florent
    Turcot, Katia
    Cherni, Yosra
    CLINICAL BIOMECHANICS, 2024, 113
  • [10] Primitive muscle synergies reflect different modes of coordination in upper limb motions
    Pan, Bingyu
    Huang, Zhipei
    Wu, Jiankang
    Shen, Yanfei
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2021, 59 (10) : 2153 - 2163