EEG-Based Emotion Recognition Using Quadratic Time-Frequency Distribution

EEG-Based Emotion Recognition Using Quadratic Time-Frequency Distribution

Accurate recognition and understating of human emotions is an essential skill that can improve the collaboration between humans and machines. In this vein, electroencephalogram (EEG)-based emotion recognition is considered an active research field with challenging issues regarding the analyses of th...

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Bibliographic Details
Main Authors: Rami Alazrai, Rasha Homoud, Hisham Alwanni, Mohammad I. Daoud
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Sensors
Subjects:
emotion recognition
quadratic time-frequency distributions
electroencephalography
time-frequency features
support vector machines
2D arousal-valence plane
Online Access:http://www.mdpi.com/1424-8220/18/8/2739

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http://www.mdpi.com/1424-8220/18/8/2739

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