[HTML][HTML] Experiment protocols for brain-body imaging of locomotion: A systematic review

S Korivand, N Jalili, J Gong - Frontiers in Neuroscience, 2023 - frontiersin.org
Introduction Human locomotion is affected by several factors, such as growth and aging,
health conditions, and physical activity levels for maintaining overall health and well-being …

[HTML][HTML] From neural noise to co-adaptability: Rethinking the multifaceted architecture of motor variability

L Casartelli, C Maronati, A Cavallo - Physics of life reviews, 2023 - Elsevier
In the last decade, the source and the functional meaning of motor variability have attracted
considerable attention in behavioral and brain sciences. This construct classically combined …

NeuroGrasp: Real-time EEG classification of high-level motor imagery tasks using a dual-stage deep learning framework

JH Cho, JH Jeong, SW Lee - IEEE Transactions on Cybernetics, 2021 - ieeexplore.ieee.org
Brain–computer interfaces (BCIs) have been widely employed to identify and estimate a
user's intention to trigger a robotic device by decoding motor imagery (MI) from an …

[HTML][HTML] An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding

S Nakagome, TP Luu, Y He, AS Ravindran… - Scientific reports, 2020 - nature.com
Abstract Previous studies of Brain Computer Interfaces (BCI) based on scalp
electroencephalography (EEG) have demonstrated the feasibility of decoding kinematics for …

Age, cognitive task, and arm position differently affect muscle synergy recruitment but have similar effects on walking balance

AA da Silva Costa, T Hortobágyi, R den Otter, A Sawers… - Neuroscience, 2023 - Elsevier
Age modifies walking balance and neuromuscular control. Cognitive and postural
constraints can increase walking balance difficulty and magnify age-related differences …

[HTML][HTML] Basic locomotor muscle synergies used in land walking are finely tuned during underwater walking

H Yokoyama, T Kato, N Kaneko, H Kobayashi… - Scientific Reports, 2021 - nature.com
Underwater walking is one of the most common hydrotherapeutic exercises. Therefore,
understanding muscular control during underwater walking is important for optimizing …

[HTML][HTML] Phase dependent modulation of cortical activity during action observation and motor imagery of walking: An EEG study

N Kaneko, H Yokoyama, Y Masugi, K Watanabe… - NeuroImage, 2021 - Elsevier
Action observation (AO) and motor imagery (MI) are motor simulations which induce cortical
activity related to execution of observed and imagined movements. Neuroimaging studies …

Correlation evaluation of functional corticomuscular coupling with abnormal muscle synergy after stroke

J Liu, J Wang, G Tan, Y Sheng… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Objective: While neuroplasticity and functional reorganization during motor recovery can be
indirectly reflected and evaluated by functional corticomuscular coupling (fCMC), little work …

Usefulness of muscle synergy analysis in individuals with knee osteoarthritis during gait

K Kubota, H Hanawa, M Yokoyama… - … on Neural Systems …, 2020 - ieeexplore.ieee.org
Objective: To clarify whether there are any muscle synergy changes in individuals with knee
osteoarthritis, and to determine whether muscle synergy analysis could be applied to other …

Gait‐phase‐dependent and gait‐phase‐independent cortical activity across multiple regions involved in voluntary gait modifications in humans

H Yokoyama, N Kaneko, Y Masugi… - European Journal of …, 2021 - Wiley Online Library
Modification of ongoing walking movement to fit changes in external environments requires
accurate voluntary control. In cats, the motor and posterior parietal cortices have crucial …