Emotion recognition while applying cosmetic cream using deep learning from EEG data; cross-subject analysis

Jieun Kim; Dong-Uk Hwang; Edwin J. Son; Sang Hoon Oh; Whansun Kim; Youngkyung Kim; Gusang Kwon

doi:10.1371/journal.pone.0274203

Loading metrics

Open Access

Peer-reviewed

Research Article

Emotion recognition while applying cosmetic cream using deep learning from EEG data; cross-subject analysis

Jieun Kim ,

Roles Conceptualization, Methodology, Software, Writing – original draft

* E-mail: jsje1102@nims.re.kr

Affiliations Division of Fundamental Research on Public Agenda, National Institute for Mathematical Sciences, Daejeon, South Korea, AIRISS AI Team, Yuseong-gu, Deajeon, South Korea

https://orcid.org/0000-0002-6920-3506

⨯
Dong-Uk Hwang,

Roles Conceptualization, Validation, Writing – review & editing

Affiliation Division of Fundamental Research on Public Agenda, National Institute for Mathematical Sciences, Daejeon, South Korea
⨯
Edwin J. Son,

Roles Conceptualization, Methodology, Validation, Writing – review & editing

Affiliation Division of Fundamental Research on Public Agenda, National Institute for Mathematical Sciences, Daejeon, South Korea
⨯
Sang Hoon Oh,

Roles Conceptualization, Writing – review & editing

Affiliation Division of Fundamental Research on Public Agenda, National Institute for Mathematical Sciences, Daejeon, South Korea
⨯
Whansun Kim,

Roles Methodology, Software, Validation

Affiliation Division of Fundamental Research on Public Agenda, National Institute for Mathematical Sciences, Daejeon, South Korea
⨯
Youngkyung Kim,

Roles Conceptualization, Project administration, Resources, Writing – review & editing

Affiliation AMOREPACIFIC R&D Center, Yongin-si, Gyeonggi-do, South Korea
⨯
Gusang Kwon

Roles Conceptualization, Data curation, Resources, Writing – review & editing

Affiliation AMOREPACIFIC R&D Center, Yongin-si, Gyeonggi-do, South Korea
⨯

Emotion recognition while applying cosmetic cream using deep learning from EEG data; cross-subject analysis

Jieun Kim,
Dong-Uk Hwang,
Edwin J. Son,
Sang Hoon Oh,
Whansun Kim,
Youngkyung Kim,
Gusang Kwon

Published: November 10, 2022
https://doi.org/10.1371/journal.pone.0274203

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Electroencephalography
Is the Subject Area "Electroencephalography" applicable to this article?

Thanks for your feedback.
Emotions
Is the Subject Area "Emotions" applicable to this article?

Thanks for your feedback.
Convolution
Is the Subject Area "Convolution" applicable to this article?

Thanks for your feedback.
Deep learning
Is the Subject Area "Deep learning" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Neural networks
Is the Subject Area "Neural networks" applicable to this article?

Thanks for your feedback.
Artificial neural networks
Is the Subject Area "Artificial neural networks" applicable to this article?

Thanks for your feedback.
Neurons
Is the Subject Area "Neurons" applicable to this article?

Thanks for your feedback.