Error-independent effect of sensory uncertainty on motor learning when both feedforward and feedback control processes are engaged

Christopher L. Hewitson, David M. Kaplan, Matthew J. Crossley

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)
71 Downloads (Pure)

Abstract

Integrating sensory information during movement and adapting motor plans over successive movements are both essential for accurate, flexible motor behaviour. When an ongoing movement is off target, feedback control mechanisms update the descending motor commands to counter the sensed error. Over longer timescales, errors induce adaptation in feedforward planning so that future movements become more accurate and require less online adjustment from feedback control processes. Both the degree to which sensory feedback is integrated into an ongoing movement and the degree to which movement errors drive adaptive changes in feedforward motor plans have been shown to scale inversely with sensory uncertainty. However, since these processes have only been studied in isolation from one another, little is known about how they are influenced by sensory uncertainty in real-world movement contexts where they co-occur. Here, we show that sensory uncertainty may impact feedforward adaptation of reaching movements differently when feedback integration is present versus when it is absent. In particular, participants gradually adjust their movements from trial-to-trial in a manner that is well characterised by a slow and consistent envelope of error reduction. Riding on top of this slow envelope, participants exhibit large and abrupt changes in their initial movement vectors that are strongly correlated with the degree of sensory uncertainty present on the previous trial. However, these abrupt changes are insensitive to the magnitude and direction of the sensed movement error. These results prompt important questions for current models of sensorimotor learning under uncertainty and open up new avenues for future exploration in the field.

Original languageEnglish
Article numbere1010526
Pages (from-to)1-45
Number of pages45
JournalPLoS Computational Biology
Volume19
Issue number9
Early online date8 Sept 2023
DOIs
Publication statusPublished - Sept 2023

Bibliographical note

Copyright the Author(s) 2023. Version archived for private and non-commercial use with the permission of the author/s and according to publisher conditions. For further rights please contact the publisher.

Fingerprint

Dive into the research topics of 'Error-independent effect of sensory uncertainty on motor learning when both feedforward and feedback control processes are engaged'. Together they form a unique fingerprint.

Cite this