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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

Showing 221230 of 252 papers

TitleStatusHype
Siamese Neural Networks for EEG-based Brain-computer Interfaces0
Sinc-based convolutional neural networks for EEG-BCI-based motor imagery classification0
Single Channel-based Motor Imagery Classification using Fisher's Ratio and Pearson Correlation0
Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer InterfacesCode0
Feature interpretability in BCIs: exploring the role of network lateralizationCode0
RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020Code0
MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG ClassificationCode0
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural NetworkCode0
Classification of BCI-EEG based on augmented covariance matrixCode0
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain--Machine InterfacesCode0
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