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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 11–20 of 252 papers

TitleStatusHype
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery ClassificationCode1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery ClassificationCode1
AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG ClassificationCode1
EEG motor imagery decoding: A framework for comparative analysis with channel attention mechanismsCode1
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine InterfacesCode1
Cross Task Neural Architecture Search for EEG Signal ClassificationsCode1
Data augmentation for learning predictive models on EEG: a systematic comparisonCode1
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data SetsCode1
A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interfaceCode1
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