Motor‐imagery ability and function of hemiplegic upper limb in stroke patients
Sign Up to like & getrecommendations! Published in 2019 at "Annals of Clinical and Translational Neurology"
DOI: 10.1002/acn3.739
Abstract: We quantitatively examined the motor‐imagery ability in stroke patients using a bimanual circle‐line coordination task (BCT) and clarified the relationship between motor‐imagery ability and motor function of hemiplegic upper limbs and the level of use… read more here.
Keywords: motor imagery; imagery ability; function hemiplegic; motor ... See more keywords
Mapping and decoding cortical engagement during motor imagery, mental arithmetic, and silent word generation using MEG
Sign Up to like & getrecommendations! Published in 2023 at "Human Brain Mapping"
DOI: 10.1002/hbm.26284
Abstract: Accurate quantification of cortical engagement during mental imagery tasks remains a challenging brain‐imaging problem with immediate relevance to developing brain–computer interfaces. We analyzed magnetoencephalography (MEG) data from 18 individuals completing cued motor imagery, mental arithmetic,… read more here.
Keywords: word; motor; cortical engagement; motor imagery ... See more keywords
Optimal channel and frequency band‐based feature selection for motor imagery electroencephalogram classification
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22823
Abstract: Common spatial pattern (CSP) is a widely adopted method for electroencephalogram (EEG) feature extraction in brain‐computer interface (BCI) based on motor imagery. Bandpass‐filtering EEG into several subbands related to brain activity tasks is an effective… read more here.
Keywords: optimal channel; feature; channel frequency; feature selection ... See more keywords
The use of motor imagery training to retain the performance improvement following physical practice in the elderly
Sign Up to like & getrecommendations! Published in 2019 at "Experimental Brain Research"
DOI: 10.1007/s00221-019-05514-1
Abstract: With physiological aging, appears a deterioration of the ability to retain motor skills newly acquired. In this study, we tested the beneficial role of motor imagery training to compensate this deterioration. We tested four groups:… read more here.
Keywords: motor imagery; group; training; motor ... See more keywords
Age-related differences in postural adjustments during limb movement and motor imagery in young and older adults
Sign Up to like & getrecommendations! Published in 2020 at "Experimental Brain Research"
DOI: 10.1007/s00221-020-05751-9
Abstract: Recent research has shown that systematic postural adjustments occur during periods of manual motor imagery (MI), but the timing (anticipatory or reactive) and directionality (against or in the direction of arm extension) of these postural… read more here.
Keywords: motion; postural adjustments; motor imagery; movement ... See more keywords
Motor imagery while viewing self-finger movements facilitates the excitability of spinal motor neurons
Sign Up to like & getrecommendations! Published in 2020 at "Experimental Brain Research"
DOI: 10.1007/s00221-020-05870-3
Abstract: Action observation (AO) and motor imagery (MI) are potential methods to improve various motor functions. AO and MI facilitate corticospinal excitability. Additionally, the combination of AO and MI (AO + MI) facilitates greater corticospinal excitability than AO… read more here.
Keywords: motor imagery; motor neurons; spinal motor; motor ... See more keywords
Insights into the combination of neuromuscular electrical stimulation and motor imagery in a training-based approach
Sign Up to like & getrecommendations! Published in 2021 at "European Journal of Applied Physiology"
DOI: 10.1007/s00421-020-04582-4
Abstract: Introduction Training stimuli that partially activate the neuromuscular system, such as motor imagery (MI) or neuromuscular electrical stimulation (NMES), have been previously shown as efficient tools to induce strength gains. Here the efficacy of MI,… read more here.
Keywords: motor imagery; group; training; electrical stimulation ... See more keywords
Does partial activation of the neuromuscular system induce cross-education training effect? Case of a pilot study on motor imagery and neuromuscular electrical stimulation.
Sign Up to like & getrecommendations! Published in 2021 at "European journal of applied physiology"
DOI: 10.1007/s00421-021-04710-8
Abstract: INTRODUCTION Cross education defines the gains observed in the contralateral limb following unilateral strength training of the other limb. The present study questioned the neural mechanisms associated with cross education following training by motor imagery… read more here.
Keywords: motor imagery; limb; stimulation; cross education ... See more keywords
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review
Sign Up to like & getrecommendations! Published in 2021 at "Neural Computing and Applications"
DOI: 10.1007/s00521-021-06352-5
Abstract: The brain–computer interface (BCI) is an emerging technology that has the potential to revolutionize the world, with numerous applications ranging from healthcare to human augmentation. Electroencephalogram (EEG) motor imagery (MI) is among the most common… read more here.
Keywords: motor imagery; electroencephalogram eeg; based techniques; deep learning ... See more keywords
The changes in spinal reciprocal inhibition during motor imagery in lower extremity
Sign Up to like & getrecommendations! Published in 2021 at "Neurological Sciences"
DOI: 10.1007/s10072-021-05054-z
Abstract: Motor imagery (MI) is known to improve motor function through enhancement of motor cortex activity. Spinal reciprocal inhibition (RI) is modulated by motor cortex activity, and, therefore, MI may change RI. The aim of this… read more here.
Keywords: lower extremity; motor imagery; condition; spinal reciprocal ... See more keywords
Filtering techniques for channel selection in motor imagery EEG applications: a survey
Sign Up to like & getrecommendations! Published in 2019 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-019-09694-8
Abstract: Brain computer interface (BCI) systems are used in a wide range of applications such as communication, neuro-prosthetic and environmental control for disabled persons using robots and manipulators. A typical BCI system uses different types of… read more here.
Keywords: eeg applications; motor imagery; selection; channel selection ... See more keywords