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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 241–250 of 252 papers

TitleStatusHype
Multiclass Common Spatial Pattern for EEG based Brain Computer Interface with Adaptive Learning Classifier—0
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG SignalsCode0
Electrocorticographic Dynamics Predict Visually Guided Motor Imagery of Grasp Shaping—0
Modeling Grasp Motor Imagery through Deep Conditional Generative Models—0
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer InterfacesCode1
Feature Learning from Incomplete EEG with Denoising Autoencoder—0
Robust Spatial Filtering with Beta Divergence—0
Spatial-Spectral Boosting Analysis for Stroke Patients' Motor Imagery EEG in Rehabilitation Training—0
A Study on Stroke Rehabilitation through Task-Oriented Control of a Haptic Device via Near-Infrared Spectroscopy-Based BCI—0
Classifying Single-Trial EEG during Motor Imagery with a Small Training Set—0
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