Improving classification performance of four class FNIRS-BCI using Mel Frequency Cepstral Coefficients (MFCC)
Muhammad Saad Bin Abdul Ghaffar, Umar Shahbaz Khan, Javaid Iqbal, Nasir Rashid, Amir Hamza, Waqar S. Qureshi, Mohsin Islam Tiwana, Umer Izhar
Topics & Concepts
Computer scienceKurtosisSupport vector machineMel-frequency cepstrumPattern recognition (psychology)Artificial intelligenceBrain–computer interfaceLinear discriminant analysisPreprocessorSkewnessFrequency domaink-nearest neighbors algorithmFeature extractionFeature (linguistics)SIGNAL (programming language)Speech recognitionFeature vectorTime domainComputer visionMathematicsStatisticsElectroencephalographyLinguisticsPhilosophyPsychiatryProgramming languagePsychologyEEG and Brain-Computer InterfacesNon-Invasive Vital Sign MonitoringOptical Imaging and Spectroscopy Techniques