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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
ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model InterpretationCode1
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNetCode1
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interfaceCode1
EEG motor imagery decoding: A framework for comparative analysis with channel attention mechanismsCode1
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery ClassificationCode1
AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG ClassificationCode1
A Strong and Simple Deep Learning Baseline for BCI MI DecodingCode1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery ClassificationCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
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