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A 2D CNN-LSTM hybrid algorithm using time series segments of EEG data for motor imagery classification

Jialing Wang, Shiwei Cheng, Jieming Tian, Yuefan Gao

2023Biomedical Signal Processing and Control87 citationsDOI

Topics & Concepts

Computer scienceConvolutional neural networkArtificial intelligenceElectroencephalographyPattern recognition (psychology)Motor imagerySet (abstract data type)Test setFeature (linguistics)Data setAlgorithmStability (learning theory)Brain–computer interfaceMachine learningPsychologyPsychiatryLinguisticsProgramming languagePhilosophyEEG and Brain-Computer InterfacesFunctional Brain Connectivity StudiesNeuroscience and Neural Engineering
A 2D CNN-LSTM hybrid algorithm using time series segments of EEG data for motor imagery classification | Litcius