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Updated: Feb 3, 2026

Live Imaging and Analysis of Muscle Contractions in Drosophila Embryo
Published on: July 9, 2019
Increasing muscle co-contraction speeds up internal model acquisition during dynamic motor learning
James B Heald1,2, David W Franklin3, Daniel M Wolpert4,5
1Computational and Biological Learning Lab, Department of Engineering, University of Cambridge, Cambridge, CB2 1PZ, United Kingdom. jbh40@cam.ac.uk.
Muscle co-contraction initially improves motor learning by stiffening the arm during reaching movements. This increased stiffness accelerates the development of internal models for adapting to new dynamics.
Area of Science:
- Motor control and learning
- Neuroscience
- Biomechanics
Background:
- During motor learning with novel dynamics, muscle co-contraction initially reduces errors.
- The impact of this co-contraction on internal model development is debated.
- Co-contraction may speed up learning by stabilizing movement or slow it by reducing error signals.
Purpose of the Study:
- To investigate how pre-existing muscle co-contraction affects the rate of dynamic motor learning.
- To determine if initial muscle stiffness influences the adaptation to novel dynamics.
Main Methods:
- Participants were pre-trained to either co-contract (stiff group) or relax (relaxed group) arm muscles.
- A control group received no pre-training.
- All groups performed reaching movements in a velocity-dependent curl field, with adaptation measured via channel trials and surface electromyography (sEMG).
Main Results:
- The stiff group exhibited greater adaptation during early learning compared to the relaxed and control groups.
- A positive correlation was observed between muscle co-contraction (sEMG) and the degree of adaptation.
- Initial muscle co-contraction accelerates the rate of dynamic motor learning.
Conclusions:
- Muscle co-contraction plays a beneficial role in accelerating the initial phase of dynamic motor learning.
- Strategies that promote initial muscle stiffness may enhance motor adaptation to novel environments.
- Findings suggest co-contraction can be a mechanism to speed up the development of internal models for motor control.
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