• DocumentCode
    1155260
  • Title

    Neural primitives for motion control

  • Author

    Mussa-Ivaldi, Ferdinando A. ; Solla, Sara A.

  • Author_Institution
    Dept. of Physiol., Northwestern Univ., Chicago, IL, USA
  • Volume
    29
  • Issue
    3
  • fYear
    2004
  • fDate
    7/1/2004 12:00:00 AM
  • Firstpage
    640
  • Lastpage
    650
  • Abstract
    The neural control of movement requires the ability to deal with changes, both in the environment and in the parameters that characterize the mechanical structure of the organism. Here we discuss the three types of coordinate representations that sensory and motor systems use to generate and control movements, and argue that the intrinsic redundancy of the musculoeskeletal system can be exploited to implement control signals that result in successful task completion while allowing for variance in trajectory parameters not relevant to the task. We also argue that muscle synergies activated through the stimulation of specific loci along the spinal cord provide evidence for the existence of a vocabulary of motor primitives that can be combined, either simultaneously or sequentially, to generate a broad repertoire of complex movements.
  • Keywords
    adaptive control; biocontrol; biomechanics; motion control; neurocontrollers; adaptive control; central pattern generators; control signals; coordinate representations; force-fields; mechanical structure; motion control; motor systems; muscle synergies; musculoeskeletal system; neural control; neural primitives; sensory systems; spinal cord; Artificial intelligence; Biomedical engineering; Control systems; Differential equations; Motion control; Nervous system; Organisms; Physiology; Robot kinematics; Vocabulary; 65; Adaptive control; central pattern generators; coordination; force-fields; primitives;
  • fLanguage
    English
  • Journal_Title
    Oceanic Engineering, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    0364-9059
  • Type

    jour

  • DOI
    10.1109/JOE.2004.833102
  • Filename
    1353417