• DocumentCode
    718344
  • Title

    Similar trial-by-trial adaptation behavior across transhumeral amputees and able-bodied subjects

  • Author

    Johnson, Reva E. ; Kording, Konrad P. ; Hargrove, Levi J. ; Sensinger, Jonathon W.

  • Author_Institution
    Rehabilitation Inst. of Chicago & the Dept. of Biomed. Eng., Northwestern Univ., Chicago, IL, USA
  • fYear
    2015
  • fDate
    22-24 April 2015
  • Firstpage
    771
  • Lastpage
    774
  • Abstract
    EMG control of powered upper limb prostheses is difficult and imprecise. One approach for improving control is to help amputees develop more accurate internal models of their prosthetic device. This may be facilitated by an intuitive mapping of neural signals to device movement, a way of providing sensory feedback, or training methods. A first step, arguably, is to understand how an amputation affects adaptation. Here we studied trial-by-trial adaptation in a simple target-directed task with transhumeral amputees and healthy controls. We found that adaptation behavior was indistinguishable between amputees using the residual limb, amputees using the intact limb, and able-bodied subjects. Transhumeral amputees completed the task with larger errors than able-bodied subjects, but there was, perhaps surprisingly, no difference between the residual and intact limb.
  • Keywords
    biomedical equipment; electromyography; prosthetics; EMG control; able-bodied subjects; device movement; intact limb; intuitive mapping; neural signals; powered upper limb prostheses; prosthetic device; residual limb; sensory feedback; simple target-directed task; training methods; transhumeral amputees; trial-trial adaptation behavior; Adaptation models; Elbow; Electromyography; Prosthetics; Sensors; Standards; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Engineering (NER), 2015 7th International IEEE/EMBS Conference on
  • Conference_Location
    Montpellier
  • Type

    conf

  • DOI
    10.1109/NER.2015.7146737
  • Filename
    7146737