Key result
Review summarizes progress in EEG-based emotion recognition, highlighting machine learning and virtual reality trends.
Why the study?
Since the last comprehensive review covered 2009 to 2016, an updated review was needed to evaluate recent progress from 2016 to 2019 in EEG-based emotion recognition.
This review highlights recent advancements in EEG-based emotion recognition and proposes the use of virtual reality for future stimuli presentation.
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Guides EEG emotion recognition research toward VR stimuli; leaves open clinical translation pending validation.
Suhaimi et al. (2020) conducted a review in Emotion recognition. EEG-based emotion recognition was evaluated. This review summarizes progress in EEG-based emotion recognition from 2016 to 2019, highlighting trends in stimuli presentation, machine learning classifiers, and virtual reality integration.
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