EEG emotion recognition based on enhanced SPD matrix and manifold dimensionality reduction
Yunyuan Gao, Xinyu Sun, Ming Meng, Yingchun Zhang
Topics & Concepts
Pattern recognition (psychology)Dimensionality reductionArtificial intelligenceComputer scienceSupport vector machineNonlinear dimensionality reductionCovariance matrixCurse of dimensionalityElectroencephalographyRiemannian manifoldMatrix (chemical analysis)Manifold (fluid mechanics)Random forestMathematicsAlgorithmPsychologyMathematical analysisComposite materialEngineeringMaterials sciencePsychiatryMechanical engineeringEEG and Brain-Computer InterfacesEmotion and Mood RecognitionGaze Tracking and Assistive Technology