• DocumentCode
    2418685
  • Title

    Influence of motor imagery on learning under complex external dynamics

  • Author

    Anwar, Muhammad Nabeel ; Tomi, Naoki ; Ito, Koji

  • Author_Institution
    Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    5926
  • Lastpage
    5929
  • Abstract
    Humans are remarkable in their ability to adapt to changes in the dynamics of a movement. The mechanisms by which the brain controls body movements are important in the fields of robotics and neurosciences. Robots are largely used to study the adaptive properties of human motor system. If rehabilitation robots are used in conjunction with techniques for functional brain imaging, in principle the motor learning can be facilitated for rehabilitation purposes. In this study, we use motor imagery technique to improve the learning rate in a robot-based adaptation task. We tried to determine whether humans can learn an internal model of a complex mixed force field (V+P) that was the sum of a velocity-dependent force field (V) and a position-dependent force field (P). The results suggest that the motor learning can be influenced by mental practice and could be used to increase the rate of adaptation.
  • Keywords
    biomechanics; brain; cognition; neurophysiology; body movements; brain imaging; complex external dynamics; learning; motor imagery; movement dynamics; neuroscience; robotics; Adaptation, Physiological; Humans; Imagination; Learning; Movement; Task Performance and Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5334859
  • Filename
    5334859