CNN-XGBoost fusion-based affective state recognition using EEG spectrogram image analysis

Recognizing emotional state of human using brain signal is an active research domain with several open challenges. In this research, we propose a signal spectrogram image based CNN-XGBoost fusion method for recognising three dimensions of emotion, namely arousal (calm or excitement), valence (positi...

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Detalles Bibliográficos
Autores principales: Khan, Md. Sakib, Salsabil, Nishat, Alam, Md. Golam Rabiul, Dewan, M. Ali Akber, Uddin, Md. Zia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9391364/
https://www.ncbi.nlm.nih.gov/pubmed/35986065
http://dx.doi.org/10.1038/s41598-022-18257-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9391364/
https://www.ncbi.nlm.nih.gov/pubmed/35986065
http://dx.doi.org/10.1038/s41598-022-18257-x

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