Evaluation of EEG Signals by Spectral Peak Methods and Statistical Correlation for Mental State Discrimination Induced by Arithmetic Tasks - Coman, Daniela Andreea; Ionita, Silviu; Lita, Ioan (Sensors (Basel, Switzerland), 2024)
Keywords: Accuracy; Adult; Algorithms; Brain - physiology; Classification; Decomposition; Discriminant Analysis; EEG signal processing; Electric properties; Electroencephalography; Electroencephalography - methods; Entropy; Female; Humans; Machine learning; Male; mental states discrimination; Methods; Neural networks; Neural Networks, Computer; power spectral density; Signal Processing, Computer-Assisted; statistical correlation; Support Vector Machine; Support vector machines; New York; mental states discrimination; power spectral density; statistical correlation; EEG signal processing