Discriminating Fake and Real Smiles Using Electroencephalogram Signals With Convolutional Neural Networks

Discriminating Fake and Real Smiles Using Electroencephalogram Signals With Convolutional Neural Networks

Genuineness of smiles is of particular interest in the field of human emotions and social interactions. In this work, we develop an experimental protocol to elicit genuine and fake smile expressions on 28 healthy subjects. Then, we assess the type of smile expressions using electroencephalogram (EEG...

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Bibliographic Details
Main Author: Moussa, Mostafa M. (author)
Other Authors: Tariq, Usman (author), Al Shargie, Fares (author), Al Nashash, Hasan (author)
Format: article
Published: 2022
Subjects:
Smile
Emotion
Electroencephalogram (EEG)
Convolutional Neural Networks (CNNs)
Machine Learning
Online Access:https://hdl.handle.net/11073/33308
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https://hdl.handle.net/11073/33308

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