SOTAVerified

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 31–40 of 252 papers

TitleStatusHype
Cross Task Neural Architecture Search for EEG Signal ClassificationsCode1
Classification of Hand-Grasp Movements of Stroke Patients using EEG DataCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNetCode1
A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interfaceCode1
Data augmentation for learning predictive models on EEG: a systematic comparisonCode1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery ClassificationCode1
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data SetsCode1
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer InterfacesCode1
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