Music-evoked emotions classification using vision transformer in EEG signals
Dong Wang,
Jian Lian,
Hebin Cheng
et al.
Abstract:IntroductionThe field of electroencephalogram (EEG)-based emotion identification has received significant attention and has been widely utilized in both human-computer interaction and therapeutic settings. The process of manually analyzing electroencephalogram signals is characterized by a significant investment of time and work. While machine learning methods have shown promising results in classifying emotions based on EEG data, the task of extracting distinct characteristics from these signals still poses a… Show more
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