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EEG-Based Emotion Classification Using Long Short-Term Memory Network with Attention Mechanism

Recently, studies that analyze emotions based on physiological signals, such as electroencephalogram (EEG), by applying a deep learning algorithm have been actively conducted. However, the study of sequence modeling considering the change of emotional signals over time has not been fully investigate...

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Detalles Bibliográficos
Autores principales: Kim, Youmin, Choi, Ahyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7727805/
https://www.ncbi.nlm.nih.gov/pubmed/33255539
http://dx.doi.org/10.3390/s20236727