Intra-and inter-subject variability in EEG-based sensorimotor brain computer interface: a review

S Saha, M Baumert - Frontiers in computational neuroscience, 2020 - frontiersin.org
Brain computer interfaces (BCI) for the rehabilitation of motor impairments exploit
sensorimotor rhythms (SMR) in the electroencephalogram (EEG). However, the …

The role of variability in motor learning

AK Dhawale, MA Smith… - Annual review of …, 2017 - annualreviews.org
Trial-to-trial variability in the execution of movements and motor skills is ubiquitous and
widely considered to be the unwanted consequence of a noisy nervous system. However …

It's not (only) the mean that matters: variability, noise and exploration in skill learning

D Sternad - Current opinion in behavioral sciences, 2018 - Elsevier
Highlights•Analysis of variability provides information about control priorities.•Variability
comprises a multitude of processes that contribute to skill improvement.•Stages of learning …

Large-scale citizen science reveals predictors of sensorimotor adaptation

JS Tsay, H Asmerian, LT Germine, J Wilmer… - Nature Human …, 2024 - nature.com
Sensorimotor adaptation is essential for keeping our movements well calibrated in response
to changes in the body and environment. For over a century, researchers have studied …

Constraints on neural redundancy

JA Hennig, MD Golub, PJ Lund, PT Sadtler, ER Oby… - Elife, 2018 - elifesciences.org
Millions of neurons drive the activity of hundreds of muscles, meaning many different neural
population activity patterns could generate the same movement. Studies have suggested …

Motor learning in real-world pool billiards

S Haar, CM van Assel, AA Faisal - Scientific reports, 2020 - nature.com
The neurobehavioral mechanisms of human motor-control and learning evolved in free
behaving, real-life settings, yet this is studied mostly in reductionistic lab-based experiments …

Promoting motor variability during robotic assistance enhances motor learning of dynamic tasks

Ö Özen, KA Buetler, L Marchal-Crespo - Frontiers in neuroscience, 2021 - frontiersin.org
Despite recent advances in robot-assisted training, the benefits of haptic guidance on motor
(re) learning are still limited. While haptic guidance may increase task performance during …

[PDF][PDF] Behavioral Motor Performance

R Leib, IS Howard, M Millard… - Comprehensive Physiology, 2024 - hs.mh.tum.de
The human sensorimotor control system has exceptional abilities to perform skillful actions.
We easily switch between strenuous tasks that involve brute force, such as lifting a heavy …

High variability impairs motor learning regardless of whether it affects task performance

M Cardis, M Casadio… - Journal of …, 2018 - journals.physiology.org
Motor variability plays an important role in motor learning, although the exact mechanisms of
how variability affects learning are not well understood. Recent evidence suggests that …

Alterations in the amplitude and burst rate of beta oscillations impair reward-dependent motor learning in anxiety

S Sporn, T Hein, M Herrojo Ruiz - Elife, 2020 - elifesciences.org
Anxiety results in sub-optimal motor learning, but the precise mechanisms through which
this effect occurs remain unknown. Using a motor sequence learning paradigm with …