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Updated: May 10, 2026

Movement Retraining using Real-time Feedback of Performance
Published on: January 17, 2013
Trial-by-trial adaptation of movements during mental practice under force field
Muhammad Nabeel Anwar1, Salman Hameed Khan
1Human Systems Laboratory (HSL), Department of Biomedical Engineering and Sciences, School of Mechanical & Manufacturing Engineering, National University of Sciences & Technology, Islamabad 44000, Pakistan. nabeel@smme.nust.edu.pk
Abstract:
Human nervous system tries to minimize the effect of any external perturbing force by bringing modifications in the internal model. These modifications affect the subsequent motor commands generated by the nervous system. Adaptive compensation along with the appropriate modifications of internal model helps in reducing human movement errors. In the current study, we studied how motor imagery influences trial-to-trial learning in a robot-based adaptation task. Two groups of subjects performed reaching movements with or without motor imagery in a velocity-dependent force field. The results show that reaching movements performed with motor imagery have relatively a more focused generalization pattern and a higher learning rate in training direction.

