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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 81–90 of 252 papers

TitleStatusHype
Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification—0
3D-CLMI: A Motor Imagery EEG Classification Model via Fusion of 3D-CNN and LSTM with Attention—0
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution—0
NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification—0
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
Latent Alignment with Deep Set EEG Decoders—0
Applying Dimensionality Reduction as Precursor to LSTM-CNN Models for Classifying Imagery and Motor Signals in ECoG-Based BCIsCode0
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG ClassificationCode0
Neuro-GPT: Towards A Foundation Model for EEGCode2
Enhancing Motor Imagery Decoding in Brain Computer Interfaces using Riemann Tangent Space Mapping and Cross Frequency Coupling—0
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