Nazmi Sofian Suhaimi|James Mountstephens|Jason Teo
EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities
Universiti of Malaysia Sabah|Universiti of Malaysia Sabah|Universiti of Malaysia Sabah
emotions fundamental human beings play important role human cognition emotion commonly associated logical decision making perception human interaction certain extent human intelligence growing interest research community towards establishing meaningful emotional interactions humans computers need reliable deployable solutions identification human emotional states required recent developments using electroencephalography eeg emotion recognition garnered strong interest research community latest developments consumergrade wearable eeg solutions provide cheap portable simple solution identifying emotions since last comprehensive review conducted back years 2009 2016 paper update current progress emotion recognition using eeg signals 2016 2019 focus stateoftheart review focuses elements emotion stimuli type presentation approach study size eeg hardware machine learning classifiers classification approach stateoftheart review suggest several future research opportunities including proposing different approach presenting stimuli form virtual reality vr end additional section devoted specifically reviewing vr studies within research domain presented motivation proposed new approach using vr stimuli presentation device review paper intended useful research community working emotion recognition using eeg signals well venturing field research