Feature and channel selection for designing a regression-based continuous-variable emotion recognition system with two EEG channels
Mahshad Javidan, Mohammadreza Yazdchi, Zahra Baharlouei, Amin Mahnam
Topics & Concepts
Computer scienceFeature selectionSupport vector machinePattern recognition (psychology)Artificial intelligenceMultilayer perceptronElectroencephalographyMean squared errorPerceptronCorrelationValence (chemistry)Linear regressionRegression analysisSpeech recognitionRegressionCoherence (philosophical gambling strategy)Artificial neural networkMachine learningStatisticsMathematicsQuantum mechanicsPsychiatryPhysicsGeometryPsychologyEEG and Brain-Computer InterfacesEmotion and Mood RecognitionNeural dynamics and brain function