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Efficacy of Motor Imagery in the Treatment of Poststroke Dysphagia: A Systematic Review and Meta-Analysis. [PDF]
Brain BehavLiu Y, Wang Y, Zhao X, Hu P, Hu Y.
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Physics-Informed Attention Temporal Convolutional Network for EEG-Based Motor Imagery Classification
IEEE Transactions on Industrial Informatics, 2023The brain-computer interface (BCI) is a cutting-edge technology that has the potential to change the world. Electroencephalogram (EEG) motor imagery (MI) signal has been used extensively in many BCI applications to assist disabled people, control devices
Hamdi Altaheri +2 more
semanticscholar +3 more sources
A shallow mirror transformer for subject-independent motor imagery BCI
Computers in Biology and Medicine, 2023OBJECTIVE Motor imagery BCI plays an increasingly important role in motor disorders rehabilitation. However, the position and duration of the discriminative segment in an EEG trial vary from subject to subject and even trial to trial, and this leads to ...
Jing Luo +6 more
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The neurophysiological basis of motor imagery
Behavioural Brain Research, 1996Motor imagery may be defined as a dynamic state during which representations of a given motor act are internally rehearsed in working memory without any overt motor output. What neural processes underlie the generation of motor imagery? This paper reviews physiological evidence from measurements of regional brain activity and from measurements of ...
Jean Decety
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Deep learning for motor imagery EEG-based classification: A review
Biomedical Signal Processing and Control, 2021Objectives The availability of large and varied Electroencephalogram (EEG) datasets, rapidly advances and inventions in deep learning techniques, and highly powerful and diversified computing systems have all permitted to easily analyzing those datasets ...
A. Al-Saegh +2 more
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Neuroscience, 2023
Motor imagery (MI) is a brain-computer interface (BCI) technique in which specific brain regions are activated when people imagine their limbs (or muscles) moving, even without actual movement.
Xingbin Shi +5 more
semanticscholar +1 more source
Motor imagery (MI) is a brain-computer interface (BCI) technique in which specific brain regions are activated when people imagine their limbs (or muscles) moving, even without actual movement.
Xingbin Shi +5 more
semanticscholar +1 more source