Intertrial Variability in Human Corticospinal Activity during Grasp Force Planning
Rao, N.; Parikh, P. J.
Show abstract
Neuronal firing rate variability during planning has been found to contribute to trial-to-trial variability in primate behavior. However, in humans, whether planning related mechanisms contribute to trial-to-trial behavioral variability remains unknown. We investigated the time-course of trial-to-trial variability in corticospinal excitability (CSE) using transcranial magnetic stimulation (TMS) while subjects planned to perform a self-paced reach-to-grasp task. We hypothesized that CSE variability will be modulated during task planning and that such a modulation would explain trial-to-trial behavioral variability. Able-bodied individuals were visually cued to plan their grip force before exertion of either 30% or 5% of maximum force on an object. TMS was delivered at different time points following a cue that instructed the force level. We first modeled the relation between CSE magnitude and its variability at rest (n=12) to study the component of CSE variability during task planning that was not related to changes in CSE magnitude (n=12). We found an increase in CSE variability during task planning at 30% but not at 5% of force. This effect was temporally dissociated from the decrease in CSE magnitude. Importantly, the increase in CSE variability during planning explained 64% of inter-individual differences in time to peak force rate trial-to-trial variability. These results were found to be repeatable across studies and robust to different analysis methods. Our findings suggest that the planning-related mechanisms underlying modulation in CSE variability and CSE magnitude are distinct. Notably, the extent of modulation in planning-related variability in corticospinal system within individuals may explain their trial-to-trial behavioral variability.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Corticospinal excitability during timed interception depends on the speed of the moving target 97%
- The Human Motor Cortex Contributes to Gravity Compensation to Maintain Posture and During Reaching 97%
- Response preparation involves a release of intracortical inhibition in task-irrelevant muscles 97%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Mental individuation of imagined finger movements can be achieved using TMS-based neurofeedback 96%
- Towards domain-general predictive coding: Expected TMS excites the motor system less effectively than unexpected stimulation 95%
- Assessment of cortical excitability in awake rhesus macaques with transcranial magnetic stimulation: translational insights from recruitment curves 95%
Similar papers in this journal
- Interhemispheric inhibition between dorsal premotor and primary motor cortices is released during preparation of unimanual but not bimanual movements. 96%
- The recruitment of indirect-waves within primary motor cortex during motor imagery: A directional Transcranial Magnetic Stimulation study 95%
- Goal-directed modulation of stretch reflex gains is reduced in the non-dominant upper limb 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.