A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals
Afshin Shoeibi, Navid Ghassemi, Roohallah Alizadehsani, Modjtaba Rouhani, Hossein Hosseini‐Nejad, Abbas Khosravi, Maryam Panahiazar, Saeid Nahavandi
Topics & Concepts
AutoencoderComputer scienceElectroencephalographyArtificial intelligenceEpileptic seizurePattern recognition (psychology)EpilepsyConvolutional neural networkFeature extractionFeature (linguistics)Benchmark (surveying)Deep learningMachine learningNeurosciencePsychologyGeographyLinguisticsGeodesyPhilosophyEEG and Brain-Computer InterfacesBlind Source Separation TechniquesGaze Tracking and Assistive Technology