A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals
Quanhong Wang, Weizhuang Kong, Jitao Zhong, Zhengyang Shan, Juan Wang, Xiaowei Li, Hong Peng, Bin Hu
Topics & Concepts
Support vector machineComputer scienceArtificial intelligencePattern recognition (psychology)Kernel (algebra)ElectroencephalographyBinary classificationRepresentation (politics)EpilepsyMachine learningSparse approximationMathematicsMedicinePolitical sciencePsychiatryLawPoliticsCombinatoricsEEG and Brain-Computer InterfacesBlind Source Separation TechniquesNeuroscience and Neural Engineering