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Motor Imagery

Classification of examples recorded under the Motor Imagery paradigm, as part of Brain-Computer Interfaces (BCI).

A number of motor imagery datasets can be downloaded using the MOABB library: motor imagery datasets list

Papers

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Showing 171–180 of 252 papers

TitleStatusHype
Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism—0
Variability in Grasp Type Distinction for Myoelectric Prosthesis Control Using a Non-Invasive Brain-Machine Interface—0
Covariance Density Neural Networks—0
3D-CLMI: A Motor Imagery EEG Classification Model via Fusion of 3D-CNN and LSTM with Attention—0
A channel attention based MLP-Mixer network for motor imagery decoding with EEG—0
A Computationally Efficient Multiclass Time-Frequency Common Spatial Pattern Analysis on EEG Motor Imagery—0
A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces—0
A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data—0
Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events—0
A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification—0
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