Emotions Are Fundamental For Human Beings And Play An Important Role In Human Cognition. Emotion Is Commonly Associated With Logical Decision Making, Human Interaction, And To A Certain Extent, Human Intelligence Itself. With The Growing Interest Of The Research Community Towards Establishing Some Meaningful “emotional” Interactions Between Humans And Computers, The Need For Reliable And Deployable Solutions For The Identification Of Human Emotional States Is Required. EEG Is Considered A Physiological Clue In Which Electrical Activities Of The Neural Cells Cluster Across The Human Cerebral Cortex. EEG Is Used To Record Such Activities And Is Reliable For Emotion Recognition Due To Its Relatively Objective Evaluation Of Emotion Compared To Non Physiological Clues (facial Expression, Gesture, Etc). Works Describing That EEG Contains The Most Comprehensive Features Such As The Power Spectral Bands Can Be Utilized For Basic Emotion Classifications.
