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Related Experiment Video

Updated: Sep 9, 2025

Using Virtual Reality to Transfer Motor Skill Knowledge from One Hand to Another
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Two ways to learn in visuomotor adaptation.

Yifan Zhang1, Sana Jayaswal2, Nicolas Schweighofer3

  • 1Department of Computer Science, University of Southern California, Los Angeles, California, United States.

Journal of Neurophysiology
|August 28, 2025
PubMed
Summary

Individuals adapt motor skills differently, with some using fast and slow learning processes while others rely on a single slow process. Understanding these distinct motor learning strategies is crucial for future research.

Keywords:
individual differenceslong-term memorymotor learningskill acquisitionvisuomotor adaptation

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Area of Science:

  • Neuroscience
  • Motor Control
  • Cognitive Psychology

Background:

  • Motor adaptation shows significant individual variability in utilizing fast-explicit and slow-implicit learning processes.
  • Prior work identified qualitative differences in adaptation related to memory formation and updating.

Purpose of the Study:

  • To investigate quantitative and qualitative differences in visuomotor adaptation.
  • To precisely estimate individual learning and forgetting rates using fast-slow adaptation models.
  • To explore distinct learning strategies in visuomotor adaptation.

Main Methods:

  • A two-day online visuomotor adaptation task with repeated learning and forgetting blocks.
  • Participants adapted to a 30-degree perturbation over three learning blocks.
  • Clustering participants into strong and weak learners based on adaptation levels and fitting fast-slow systems.

Main Results:

  • Strong learners showed a negative correlation between fast and slow processes, predicting retention and savings, indicative of a fast-slow system.
  • Weak learners exhibited retention without savings, suggesting reliance on a single slow system.
  • Weak learners demonstrated shorter reaction times during baseline and adaptation compared to strong learners.

Conclusions:

  • Visuomotor adaptation involves at least two distinct learning strategies: a fast-slow system and a single slow system.
  • Individual differences in learning rates contribute to the recruitment of different adaptation processes.
  • Future motor learning studies must account for both quantitative and qualitative individual differences.