Deep time-frequency features and semi-supervised dimension reduction for subject-independent emotion recognition from multi-channel EEG signals
Behrooz Zali-Vargahan, Asghar Charmin, Hashem Kalbkhani, Saeed Barghandan
Topics & Concepts
Computer scienceArtificial intelligenceSupport vector machinePattern recognition (psychology)Convolutional neural networkClassifier (UML)Feature extractionElectroencephalographyDimensionality reductionFrequency domainSpeech recognitionChannel (broadcasting)Time–frequency analysisDeep learningEmotion classificationRadarComputer visionPsychologyPsychiatryComputer networkTelecommunicationsEEG and Brain-Computer InterfacesEmotion and Mood RecognitionBlind Source Separation Techniques