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
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery ClassificationCode1
Federated Transfer Learning for EEG Signal ClassificationCode1
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
A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interfaceCode1
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNetCode1
Cross Task Neural Architecture Search for EEG Signal ClassificationsCode1
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal StudyCode1
Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment ApproachCode1
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