Introduction Motor imagery and mental practice can be defined as a continuous mechanism in which the subject tries to emulate a movement using cognitive processes, without actually performing the motor action.
Enrique Villa-Berges +6 more
semanticscholar +1 more source
Electroencephalography-based motor imagery (EEG-MI) classification is a critical component of the brain-computer interface (BCI), which enables people with physical limitations to communicate with the outside world via assistive technology.
G. Altuwaijri +3 more
semanticscholar +1 more source
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain–Machine Interfaces [PDF]
In recent years, deep learning (DL) has contributed significantly to the improvement of motor-imagery brain–machine interfaces (MI-BMIs) based on electroencephalography (EEG).
T. Ingolfsson +5 more
semanticscholar +1 more source
Translation of EEG spatial filters from resting to motor imagery using independent component analysis. [PDF]
Electroencephalogram (EEG)-based brain-computer interfaces (BCIs) often use spatial filters to improve signal-to-noise ratio of task-related EEG activities.
Jung, Tzyy-Ping +2 more
core +10 more sources
Evaluation of EEG oscillatory patterns and cognitive process during simple and compound limb motor imagery. [PDF]
Motor imagery (MI), sharing similar neural representations to motor execution, is regarded as a window to investigate the cognitive motor processes. However, in comparison to simple limb motor imagery, significantly less work has been reported on brain ...
Weibo Yi +7 more
doaj +1 more source
Relationship between Corticospinal Excitability While Gazing at the Mirror and Motor Imagery Ability
Mirror therapy (MT) helps stroke survivors recover motor function. Previous studies have reported that an individual’s motor imagery ability is related to the areas of brain activity during motor imagery and the effectiveness of motor imagery training ...
Jun Iwanami +4 more
doaj +1 more source
A large EEG dataset for studying cross-session variability in motor imagery brain-computer interface
In building a practical and robust brain-computer interface (BCI), the classification of motor imagery (MI) from electroencephalography (EEG) across multiple days is a long-standing challenge due to the large variability of the EEG signals.
Jun Ma +5 more
semanticscholar +1 more source
Stabilometric Correlates of Motor and Motor Imagery Expertise [PDF]
Motor Imagery (MI) reproduces cognitive operations associated with the actual motor preparation and execution. Postural recordings during MI reflect somatic motor commands targeting peripheral effectors involved in balance control. However, how these relate to the actual motor expertise and may vary along with the MI modality remains debated.
Franck Di Rienzo +7 more
openaire +3 more sources
Motor experience with a sport-specific implement affects motor imagery [PDF]
The present study tested whether sport-specific implements facilitate motor imagery, whereas nonspecific implements disrupt motor imagery. We asked a group of basketball players (experts) and a group of healthy controls (novices) to physically perform ...
Lanlan Zhang +5 more
doaj +2 more sources
Questioning the transfer effect of motor imagery benefits: The neglected variable of interest
Over the last three decades, a large amount of experimental research aimed at determining the optimal motor imagery practice guidelines, and provided a comprehensive overview of the main recommendations to develop effective interventions.
Aymeric Guillot +3 more
doaj +1 more source

