Use of Differential Entropy for Automated Emotion Recognition in a Virtual Reality Environment with EEG Signals

Use of Differential Entropy for Automated Emotion Recognition in a Virtual Reality Environment with EEG Signals

Emotion recognition is one of the most important issues in human–computer interaction (HCI), neuroscience, and psychology fields. It is generally accepted that emotion recognition with neural data such as electroencephalography (EEG) signals, functional magnetic resonance imaging (fMRI), and near-in...

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Bibliographic Details
Main Authors: Hakan Uyanık, Salih Taha A. Ozcelik, Zeynep Bala Duranay, Abdulkadir Sengur, U. Rajendra Acharya
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Diagnostics
Subjects:
EEG signal
virtual reality (VR)-based emotions
differential entropy
SVM
Online Access:https://www.mdpi.com/2075-4418/12/10/2508

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