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Two-dimensional CNN-based distinction of human emotions from EEG channels selected by multi-objective evolutionary algorithm
In this study we explore how different levels of emotional intensity (Arousal) and pleasantness (Valence) are reflected in electroencephalographic (EEG) signals. We performed the experiments on EEG data of 32 subjects from the DEAP public dataset, where the subjects were stimulated using 60-s videos...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894479/ https://www.ncbi.nlm.nih.gov/pubmed/35241745 http://dx.doi.org/10.1038/s41598-022-07517-5 |