Research of Current Status and Future Outlook of EEG Emotion Recognition
The research on electroencephalography(EEG)is continuously making progress.In the field of emotion recognition,it involves steps such as EEG signal acquisition,data preprocessing,time-frequency feature extraction,the construction of brain network features,and classification recognition.This paper reviewed the current status of EEG feature calculation methods,steps and methods of EEG emotion recognition and summarizes their application and future development.EEG emotion recognition shows great potential in applications such as psychological health assessment,emotion perception computing,and human-computer interaction.With the progress of machine learning and artificial intelligence,as well as the improvement of EEG signal processing,it is expected to further enhance the accuracy and reliability of EEG-based emotion recognition.In this paper,the calculation method of EEG emotion recognition features,the steps of emotion recognition,and the specific cases of clinical application are described,and the future direction is projected,which has positive significance for researchers to systematically understand EEG emotion recognition.
国家科技期刊平台
NSTL
万方数据
维普
