Learning of visuomotor transformations for vectorial planning of reaching trajectories

J. W. Krakauer, Z. M. Pine, M. F. Ghilardi, C. Ghez

Research output: Contribution to journalArticlepeer-review

Abstract

The planning of visually guided reaches is accomplished by independent specification of extent and direction. We investigated whether this separation of extent and direction planning for well practiced movements could be explained by differences in the adaptation to extent and directional errors during motor learning. We compared the time course and generalization of adaptation with two types of screen cursor transformation that altered the relationship between hand space and screen space. The first was a gain change that induced extent errors and required subjects to learn a new scaling factor. The second was a screen cursor rotation that induced directional errors and required subjects to learn new reference axes. Subjects learned a new scaling factor at the same rate when training with one or multiple target distances, whereas learning new reference axes took longer and was less complete when training with multiple compared with one target direction. After training to a single target, subjects were able to transfer learning of a new scaling factor to previously unvisited distances and directions. In contrast, generalization of rotation adaptation was incomplete; there was transfer across distances and arm configurations but not across directions. Learning a rotated reference frame only occurred after multiple target directions were sampled during training. These results suggest the separate processing of extent and directional errors by the brain and support the idea that reaching movements are planned as a hand-centered vector whose extent and direction are established via learning a scaling factor and reference axes.

Original languageEnglish (US)
Pages (from-to)8916-8924
Number of pages9
JournalJournal of Neuroscience
Volume20
Issue number23
DOIs
StatePublished - Dec 1 2000
Externally publishedYes

Keywords

  • Generalization
  • Motor learning
  • Psychophysics
  • Reaching movements
  • Vectorial planning
  • Visuomotor transformations

ASJC Scopus subject areas

  • Neuroscience(all)

Fingerprint

Dive into the research topics of 'Learning of visuomotor transformations for vectorial planning of reaching trajectories'. Together they form a unique fingerprint.

Cite this