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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 151–160 of 252 papers

TitleStatusHype
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
Neural Network-Based Feature Extraction for Multi-Class Motor Imagery Classification—0
Uncertainty Detection and Reduction in Neural Decoding of EEG SignalsCode0
Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces—0
Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery Classification—0
Minimizing subject-dependent calibration for BCI with Riemannian transfer learning—0
Functional connectivity ensemble method to enhance BCI performance (FUCONE)Code1
A channel attention based MLP-Mixer network for motor imagery decoding with EEG—0
Novel EEG-based BCIs for Elderly Rehabilitation Enhancement—0
Deep convolutional recurrent neural network for short-interval EEG motor imagery classification—0
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