KDE-DE: A kernel density estimation-based differential entropy method for EEG feature extraction in spatial cognitive evaluation
Yanhong Zhou, Huibin Lu, Xianglong Wan, Wen Dong, Xueguang Xie
Topics & Concepts
Kernel density estimationComputer scienceArtificial intelligencePattern recognition (psychology)ElectroencephalographyDensity estimationEntropy (arrow of time)Kernel (algebra)Feature extractionCognitionDifferential entropyExtraction (chemistry)MathematicsStatisticsPrinciple of maximum entropyRényi entropyPsychologyPhysicsQuantum mechanicsEstimatorChemistryNeurosciencePsychiatryChromatographyCombinatoricsEEG and Brain-Computer InterfacesFunctional Brain Connectivity StudiesNeural dynamics and brain function