Learning redundant motor tasks with and without overlapping dimensions: Facilitation and interference effects

Rajiv Ranganathan, Jon Wieser, Kristine M. Mosier, Ferdinando A. Mussa-Ivaldi, Robert A. Scheidt

Research output: Contribution to journalArticle

26 Citations (Scopus)

Abstract

Prior learning of a motor skill creates motor memories that can facilitate or interfere with learning of new, but related, motor skills. One hypothesis of motor learning posits that for a sensorimotor task with redundant degrees of freedom, the nervous system learns the geometric structure of the task and improves performance by selectively operating within that task space. We tested this hypothesis by examining if transfer of learning between two tasks depends on shared dimensionality between their respective task spaces. Human participants wore a data glove and learned to manipulate a computer cursor by moving their fingers. Separate groups of participants learned two tasks: a prior task that was unique to each group and a criterion task that was common to all groups. We manipulated the mapping between finger motions and cursor positions in the prior task to define task spaces that either shared or did not share the task space dimensions (x-y axes) of the criterion task.Wefound that if the prior task shared task dimensions with the criterion task, there was an initial facilitation in criterion task performance. However, if the prior task did not share task dimensions with the criterion task, there was prolonged interference in learning the criterion task due to participants finding inefficient task solutions. These results show that the nervous system learns the task space through practice, and that the degree of shared task space dimensionality influences the extent to which prior experience transfers to subsequent learning of related motor skills.

Original languageEnglish (US)
Pages (from-to)8289-8299
Number of pages11
JournalJournal of Neuroscience
Volume34
Issue number24
DOIs
StatePublished - Jan 1 2014

Fingerprint

Motor Skills
Learning
Task Performance and Analysis
Nervous System
Fingers
Transfer (Psychology)

Keywords

  • Body-machine interface
  • Coordination
  • Finger
  • Structure learning
  • Synergies

ASJC Scopus subject areas

  • Neuroscience(all)

Cite this

Learning redundant motor tasks with and without overlapping dimensions : Facilitation and interference effects. / Ranganathan, Rajiv; Wieser, Jon; Mosier, Kristine M.; Mussa-Ivaldi, Ferdinando A.; Scheidt, Robert A.

In: Journal of Neuroscience, Vol. 34, No. 24, 01.01.2014, p. 8289-8299.

Research output: Contribution to journalArticle

Ranganathan, Rajiv ; Wieser, Jon ; Mosier, Kristine M. ; Mussa-Ivaldi, Ferdinando A. ; Scheidt, Robert A. / Learning redundant motor tasks with and without overlapping dimensions : Facilitation and interference effects. In: Journal of Neuroscience. 2014 ; Vol. 34, No. 24. pp. 8289-8299.
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