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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
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry—0
Covariance Density Neural Networks—0
Transferring Spatial Filters via Tangent Space Alignment in Motor Imagery BCIs—0
SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification—0
Multi-scale convolutional transformer network for motor imagery brain-computer interfaceCode2
Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals—0
A Generative System for Robot-to-Human Handovers: from Intent Inference to Spatial Configuration Imagery—0
Research on Event-Related Desynchronization of Motor Imagery and Movement Based on Localized EEG Cortical Sources—0
Motor Imagery EEG Signals: Multi-Task Classification and Subject Identification with a Lightweight CNN—0
Error-related Potential driven Reinforcement Learning for adaptive Brain-Computer Interfaces—0
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