Classification Algorithm for Electroencephalogram-based Motor Imagery Using Hybrid Neural Network with Spatio-temporal Convolution and Multi-head Attention Mechanism
Xingbin Shi, Baojiang Li, Wenlong Wang, Yuxin Qin, Haiyan Wang, Xichao Wang
Topics & Concepts
Motor imageryBrain–computer interfaceComputer scienceConvolutional neural networkArtificial intelligenceElectroencephalographyPattern recognition (psychology)Convolution (computer science)Decoding methodsArtificial neural networkAlgorithmPsychologyPsychiatryEEG and Brain-Computer InterfacesNeuroscience and Neural EngineeringAdvanced Memory and Neural Computing