Visuomotor feedback gains upregulate during the learning of novel dynamics

Sae Franklin, Daniel M. Wolpert, David W. Franklin

Research output: Contribution to journalArticlepeer-review

105 Scopus citations

Abstract

At an early stage of learning novel dynamics, changes in muscle activity are mainly due to corrective feedback responses. These feedback contributions to the overall motor command are gradually reduced as feedforward control is learned. The temporary increased use of feedback could arise simply from the large errors in early learning with either unaltered gains or even slightly downregulated gains, or from an upregulation of the feedback gains when feedforward prediction is insufficient. We therefore investigated whether the sensorimotor control system alters feedback gains during adaptation to a novel force field generated by a robotic manipulandum. To probe the feedback gains throughout learning, we measured the magnitude of involuntary rapid visuomotor responses to rapid shifts in the visual location of the hand during reaching movements. We found large increases in the magnitude of the rapid visuomotor response whenever the dynamics changed: both when the force field was first presented, and when it was removed. We confirmed that these changes in feedback gain are not simply a byproduct of the change in background load, by demonstrating that this rapid visuomotor response is not load sensitive. Our results suggest that when the sensorimotor control system experiences errors, it increases the gain of the visuomotor feedback pathways to deal with the unexpected disturbances until the feedforward controller learns the appropriate dynamics. We suggest that these feedback gains are upregulated with increased uncertainty in the knowledge of the dynamics to counteract any errors or disturbances and ensure accurate and skillful movements.

Original languageEnglish
Pages (from-to)467-478
Number of pages12
JournalJournal of Neurophysiology
Volume108
Issue number2
DOIs
StatePublished - 15 Jul 2012
Externally publishedYes

Keywords

  • Adaptive control
  • Motor control
  • Motor learning
  • Online feedback
  • Reflex modulation

Fingerprint

Dive into the research topics of 'Visuomotor feedback gains upregulate during the learning of novel dynamics'. Together they form a unique fingerprint.

Cite this