Abstract
Binary feedback, providing information solely about task success or failure, can be sufficient to drive motor learning. While binary feedback can induce explicit adjustments in movement strategy, it remains unclear if this type of feedback also induces implicit learning. We examined this question in a center-out reaching task by gradually moving an invisible reward zone away from a visual target to a final rotation of 7.5° or 25° in a between-group design. Participants received binary feedback, indicating if the movement intersected the reward zone. By the end of the training, both groups modified their reach angle by about 95% of the rotation. We quantified implicit learning by measuring performance in a subsequent no-feedback aftereffect phase, in which participants were told to forgo any adopted movement strategies and reach directly to the visual target. The results showed a small, but robust (2–3°) aftereffect in both groups, highlighting that binary feedback elicits implicit learning. Notably, for both groups, reaches to two flanking generalization targets were biased in the same direction as the aftereffect. This pattern is at odds with the hypothesis that implicit learning is a form of use-dependent learning. Rather, the results suggest that binary feedback can be sufficient to recalibrate a sensorimotor map.
Original language | English |
---|---|
Pages (from-to) | 2287-2298 |
Number of pages | 12 |
Journal | Experimental Brain Research |
Volume | 241 |
Issue number | 9 |
Early online date | 14 Aug 2023 |
DOIs | |
Publication status | Published - Sept 2023 |
Bibliographical note
Funding Information:The research was funded by the Nederlandse Organisatie voor Wetenschappelijk Onderzoek, Toegepaste en Technische Wetenschappen Open Technologie Programma (NWO-TTW OTP grant 15989), and by the United States National Institutes of Health (NIH grants R35NS116883 and NS105839). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Publisher Copyright:
© 2023, The Author(s).
Funding
The research was funded by the Nederlandse Organisatie voor Wetenschappelijk Onderzoek, Toegepaste en Technische Wetenschappen Open Technologie Programma (NWO-TTW OTP grant 15989), and by the United States National Institutes of Health (NIH grants R35NS116883 and NS105839). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Funders | Funder number |
---|---|
NWO-TTW | 15989 |
Toegepaste en Technische Wetenschappen Open Technologie Programma | |
National Institutes of Health | NS105839, R35NS116883 |
National Institutes of Health | |
Nederlandse Organisatie voor Wetenschappelijk Onderzoek |
Keywords
- Implicit learning
- Reinforcement learning
- Reward
- Reward-based motor learning
- Use-dependent learning
- Visuomotor rotation