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EEG based Emotion Recognition and Classification: a Review

    Authors

    • Ramprasad Kumawat 1
    • Manish Jain 2

    1 Department of Electrical and Electronics Engineering, Mandsaur Univesity, Mandsaur, Madhya Pradesh, India.

    2 Associate Professor, Department of Electrical and Electronics Engineering, Mandsaur Univesity, Mandsaur, Madhya Pradesh, India.

,

Document Type : Review Article

10.47392/irjash.2021.131
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Abstract

Emotion plays a vital role in medical research and interpersonal communication. Essentially feeling can be communicated verbally like discourse or non-verbally like outward appearance and physiological signals. A human emotion is complex physiological state which involves a physiological response, a person’s experience and behavioral change. EEG measures electric current that are generated due to neuronal activities in the human brain. This paper provides an overview of comparative study of various techniques of emotion recognition from EEG signals. Our analysis is based on extracted features and classification methods of emotion recognition. We intended that, this study will be useful for newly researchers those entering in the field of emotion recognition.

Keywords

  • SVM
  • EEG
  • Emotion
  • Classifier
  • dataset and KNN
  • XML
  • PDF 440.78 K
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    • Article View: 567
    • PDF Download: 788
International Research Journal on Advanced Science Hub
Volume 03, Special Issue ICITCA-2021 5S - Issue Serial Number 5
May 2021
Page 1-10
Files
  • XML
  • PDF 440.78 K
History
  • Receive Date: 01 January 1970
  • Accept Date: 01 January 1970
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  • Article View: 567
  • PDF Download: 788

APA

Kumawat, R. and Jain, M. (2021). EEG based Emotion Recognition and Classification: a Review. International Research Journal on Advanced Science Hub, 03(Special Issue ICITCA-2021 5S), 1-10. doi: 10.47392/irjash.2021.131

MLA

Kumawat, R. , and Jain, M. . "EEG based Emotion Recognition and Classification: a Review", International Research Journal on Advanced Science Hub, 03, Special Issue ICITCA-2021 5S, 2021, 1-10. doi: 10.47392/irjash.2021.131

HARVARD

Kumawat, R., Jain, M. (2021). 'EEG based Emotion Recognition and Classification: a Review', International Research Journal on Advanced Science Hub, 03(Special Issue ICITCA-2021 5S), pp. 1-10. doi: 10.47392/irjash.2021.131

CHICAGO

R. Kumawat and M. Jain, "EEG based Emotion Recognition and Classification: a Review," International Research Journal on Advanced Science Hub, 03 Special Issue ICITCA-2021 5S (2021): 1-10, doi: 10.47392/irjash.2021.131

VANCOUVER

Kumawat, R., Jain, M. EEG based Emotion Recognition and Classification: a Review. International Research Journal on Advanced Science Hub, 2021; 03(Special Issue ICITCA-2021 5S): 1-10. doi: 10.47392/irjash.2021.131

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