Home
  • English
  • ÄŒeÅ¡tina
  • Deutsch
  • Español
  • Français
  • Gàidhlig
  • LatvieÅ¡u
  • Magyar
  • Nederlands
  • Português
  • Português do Brasil
  • Suomi
  • Log In
    New user? Click here to register. Have you forgotten your password?
Home
  • Browse Our Collections
  • Publications
  • Researchers
  • Research Data
  • Institutions
  • Statistics
    • English
    • ÄŒeÅ¡tina
    • Deutsch
    • Español
    • Français
    • Gàidhlig
    • LatvieÅ¡u
    • Magyar
    • Nederlands
    • Português
    • Português do Brasil
    • Suomi
    • Log In
      New user? Click here to register. Have you forgotten your password?
  1. Home
  2. Resources
  3. UniMAP Index Publications
  4. Publications 2021
  5. Correlation Analysis of Emotional EEG in Alpha, Beta and Gamma Frequency Bands
 
Options

Correlation Analysis of Emotional EEG in Alpha, Beta and Gamma Frequency Bands

Journal
Journal of Physics: Conference Series
ISSN
17426588
Date Issued
2021-08-27
Author(s)
Choong W.Y.
Wan Khairunizam Wan Ahmad
Universiti Malaysia Perlis
Mustafa W.A.
Murugappan M.
Hamid A.
Bong S.Z.
Yuvaraj R.
Omar M.I.
Ahmad Kadri Junoh
Universiti Malaysia Perlis
Hasimah Ali
Universiti Malaysia Perlis
Zuradzman Mohamad Razlan
Universiti Malaysia Perlis
Shahriman Abu Bakar
Universiti Malaysia Perlis
DOI
10.1088/1742-6596/1997/1/012029
Abstract
It is aimed at finding the correlation between EEG channels from six induced emotions in normal subjects. The multichannel EEG data was measured by Pearson's correlation coefficient to investigate the linear relationship between channel pairs in alpha, beta and gamma EEG frequency sub-bands. The EEG data were collected from 12 healthy subjects, with six induced emotions by audio-visual stimuli, which were anger, disgust, fear, happiness, sadness and surprise. The 14-channel wireless Emotiv Epoc was used for data collection. The results show that the EEG channels in alpha band was relatively higher correlation than in beta and gamma bands. The highest correlation for all emotions in alpha band were the channel pairs in right frontal region, FC6-F4 and F4-AF4. In beta and gamma bands, the highest correlation pairs involved the right frontal, occipital and parietal regions, which were FC6-F4 and O2-P8.
File(s)
Research repository notification.pdf (4.4 MB)
Views
2
Acquisition Date
Nov 19, 2024
View Details
google-scholar
Downloads
  • About Us
  • Contact Us
  • Policies