Accuracy Enhancement of Epileptic Seizure Detection: A Deep Learning Approach with Hardware Realization of STFT
Sai Manohar Beeraka, Abhash Kumar, Mustafa Sameer, Sanchita Ghosh, Bharat Gupta
Topics & Concepts
Computer scienceElectroencephalographyShort-time Fourier transformEpileptic seizureArtificial intelligencePattern recognition (psychology)EpilepsyConvolutional neural networkDeep learningTime–frequency analysisSpeech recognitionRealization (probability)Fourier transformComputer visionNeuroscienceFourier analysisPsychologyMathematicsStatisticsFilter (signal processing)Mathematical analysisEEG and Brain-Computer InterfacesBlind Source Separation TechniquesNeuroscience and Neural Engineering