Mental Stress Classification Based on Selected Electroencephalography Channels Using Correlation Coefficient of Hjorth Parameters

Mental Stress Classification Based on Selected Electroencephalography Channels Using Correlation Coefficient of Hjorth Parameters

Electroencephalography (EEG) signals offer invaluable insights into diverse activities of the human brain, including the intricate physiological and psychological responses associated with mental stress. A major challenge, however, is accurately identifying mental stress while mitigating the limitat...

Full description

Bibliographic Details
Main Authors: Ala Hag, Fares Al-Shargie, Dini Handayani, Houshyar Asadi
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Brain Sciences
Subjects:
channel selection
EEG
Hjorth parameters
machine learning
stress recognition
Online Access:https://www.mdpi.com/2076-3425/13/9/1340

Internet

https://www.mdpi.com/2076-3425/13/9/1340

Similar Items