The challenges of emotion recognition methods based on EEG signals: a literature review
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Electrical and Computer Engineering"
DOI: 10.11591/ijece.v12i2.pp%p
Abstract: Electroencephalogram signals in recognizing emotions have several advantages. Still, the success of this study, however, is strongly influenced by (1) the distribution of the data used, (2) consider of differences in participant characteristics, and (3)… read more here.
Keywords: recognition methods; challenges emotion; emotion recognition; electroencephalogram signals ... See more keywords
Emotional State Detection Using Electroencephalogram Signals: A Genetic Algorithm Approach
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13116394
Abstract: Emotion recognition based on electroencephalogram signals (EEG) has been analyzed extensively in different applications, most of them using medical-grade equipment in laboratories. The trend in human-centered artificial intelligence applications is toward using portable sensors with… read more here.
Keywords: detection using; signals genetic; using electroencephalogram; emotional state ... See more keywords