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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 21–30 of 252 papers

TitleStatusHype
A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interfaceCode1
Deep comparisons of Neural Networks from the EEGNet familyCode1
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer InterfacesCode1
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine InterfacesCode1
ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model InterpretationCode1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG ClassificationCode1
A Strong and Simple Deep Learning Baseline for BCI MI DecodingCode1
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNetCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
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