A Transformer based neural network for emotion recognition and visualizations of crucial EEG channels
Jiayi Guo, Qing Cai, Jian-Peng An, Pei‐Yin Chen, Chao Ma, Jun-He Wan, Zhongke Gao
Topics & Concepts
Computer scienceElectroencephalographyInterpretabilityArtificial intelligencePattern recognition (psychology)Feature extractionArtificial neural networkEmotion classificationEmotion recognitionSpeech recognitionMachine learningPsychologyPsychiatryEEG and Brain-Computer InterfacesEmotion and Mood RecognitionNeural dynamics and brain function