In past studies It is evident that when emotion is any produced by a Subject , Distinct EEG waves are formed for each emotion that can be used build models of Emotion Recognition.However In terms of Emotion perception when subject is viewing someone producing emotion there is not enough evidence that Neural Response can be discriminated based on emotion categories. Does any one knows any publications addressing this area ?
Yes.EEG waves are different according to your emotions and activities
Kiransing Paradeshi Question was are they different when you are only observing emotions and not producing one ?
Dear Mughees Mehdi
I found some publications addressing this topic.
Li, M., & Lu, B. L. (2009). Emotion classification based on gamma-band EEG. In Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 (pp. 1323–1326). https://doi.org/10.1109/IEMBS.2009.5334139
Mohamed, S. B., Rizman, Z. I., Hamzah, N., Hanif, M., & Wan Ismail, W. O. A. S. (2016). Human Emotion Detection via Brain Waves Study by Using Electroencephalogram (EEG). International Journal on Advanced Science, Engineering and Information Technology, 6(6), 1005. https://doi.org/10.18517/ijaseit.6.6.1072
Lee, Y. Y., & Hsieh, S. (2014). Classifying different emotional states by means of EEG-based functional connectivity patterns. PLoS ONE, 9(4). https://doi.org/10.1371/journal.pone.0095415
These articles are not difficult to understand, and you can get basic knowledge of EEG and brain waves related to emotion from them. I believe you can find more suitable journals provided that you have basic knowledge of emotion detection via brain waves.
Best regards
Chen
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