Imagery of movements immediately following performance allows learning of motor skills that interfere
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OPEN
Received: 3 May 2018
Accepted: 5 September 2018
Published: xx xx xxxx
Imagery of movements
immediately following performance
allows learning of motor skills that
interfere
Hannah R. Sheahan1, James N. Ingram1,2, Goda M. Žalalytė1 & Daniel M. Wolpert1,2
Motor imagery, that is the mental rehearsal of a motor skill, can lead to improvements when
performing the same skill. Here we show a powerful and complementary role, in which motor imagery
of different movements after actually performing a skill allows learning that is not possible without
imagery. We leverage a well-studied motor learning task in which subjects reach in the presence of a
dynamic (force-field) perturbation. When two opposing perturbations are presented alternately for
the same physical movement, there is substantial interference, preventing any learning. However,
when the same physical movement is associated with follow-through movements that differ for each
perturbation, both skills can be learned. Here we show that when subjects perform the skill and only
imagine the follow-through, substantial learning occurs. In contrast, without such motor imagery there
was no learning. Therefore, motor imagery can have a profound effect on skill acquisition even when
the imagery is not of the skill itself. Our results suggest that motor imagery may evoke different neural
states for the same physical state, thereby enhancing learning.
The ability to acquire new motor skills without disrupting existing ones is critical to the development of a broad
motor repertoire. We have previously suggested that the key to representing multiple motor memories is to have
each associated with different neural states, rather than physical states of the body1. Specifically, we proposed that
when reaching in two opposing force-field environments which alternate randomly from trial to trial, the inability
of subjects to learn2–7 is due to the fact that each movement is associated with the same neural states. However,
contexts which separate neural states for the same physical states should allow learning by enabling the same
physical movement to be associated with different motor commands. For example, if each movement through the
force-field is part of a larger motor sequence comprised of a different follow-through movement, two opposing
perturbations can be learned1,6. As motor preparation is thought to involve setting the initial neural state8, just
planning different follow-through movements, without execution, results in learning of distinct representations1.
From this perspective, other behaviours that create different neural states for the same physical states may also
enable the learning of distinct motor memories.
Many studies have suggested that imagining a movement and physically executing it may engage similar neural substrates. For example, human neuroimaging studies have shown similar motor-related activity when imagining and executing movements9–12. Moreover, simply imagining moving a body part increases the EMG response
of the associated muscles to TMS over primary motor cortex, suggesting that the circuits involved in action are at
least partially active during imagery13,14. Similarly, direct recording of neural populations have recently revealed
that when monkeys covertly control a BMI-cursor, the evolution of neural states associated with the preparation and execution of the BMI movements are similar and specific to those observed during the corresponding
physical reaches15. Given that similar motor cortical dynamics are seen in human and non-human primates16, we
hypothesized that the same overlap of dynamical neural states may also exist when humans execute or imagine
movements. That is, if the neural states of a motor area involved in generating a physical movement can be made
1
Computational and Biological Learning Laboratory, Department of Engineering, University of Cambridge,
Cambridge, UK. 2Department of Neuroscience, Zuckerman Mind Brain Behavior Institute, Columbia University, New
York, NY, USA. Correspondence and requests for materials should be addressed to H.R.S. (email: sheahan.hannah@
gmail.com)
SCIENtIfIC REPOrtS | (2018) 8:14330 | DOI:10.1038/s41598-018-32606-9
1
www.nature.com/scientificreports/
Exposure trials
A
Planning only
Motor imagery
Secondary target disappears
mid-movement
Movement to secondary
target imagined
Follow through
CW
Field
No motor imagery
CCW
Field
B
Channel trials
Follow through channels
Secondary
target
Motor imagery channels
All groups
Motor imagery group only
No motor imagery channels
No motor imagery group only
Executed movement
Imagined movement
Central
target
Starting
location
Figure 1. Experimental paradigm. Subjects performed reaching movements that were either (A) exposure
trials or (B) channel trials. On all trials, a starting location, central target and one secondary target (at either
−45° or +45° relative to the initial movement direction) were displayed from the start of the trial. (A) On
exposure trials, a velocity-dependent curl force field (blue arrows) was applied on the initial movement. The
field direction, clockwise (CW) or counter-clockwise (CCW) was determined by the secondary target location.
The exposure trials varied across the groups. The Follow through group continued the initial movement to the
secondary target (null field as in channel trials). For the Planning only group, the secondary target disappeared
late in the initial movement and they were required to stop at the central target. Both the Motor imagery and
No-motor imagery groups were cued by a blue central target, displayed from the start of the trial, indicating that
they should stop the movement at the central target. In addition, the motor imagery groups were asked to
imagine making a movement to the secondary target and press a button when the imagined movement was
complete. (B) On follow through channel trials (left), subjects made a movement to the central target followed
immediately by a movement to the secondary target. A channel was applied on the initial movement, allowing
an assessment of adaptation measured as the forces applied into the channel wall. A null field was applied on
the secondary movement. For half of participants in the motor imagery group, we also included channels for
imagined follow though trials (middle) at the end of the exposure phase. Likewise, for half of participants in the
no-motor imagery group we included channels for movements just to the central target (right). Note that for
clarity in all panels the trials for the two different secondary targets are shown separated, but in the experiment
the starting and central targets were in identical locations so that the initial movements were the same. In the
experiment there were 4 possible starting locations but for clarity we display only one.
different (even partially) by motor imagery, then each of these different neural states could be assoc (...truncated)