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Enhancing the accuracy of electroencephalogram-based emotion recognition through Long Short-Term Memory recurrent deep neural networks

INTRODUCTION: Emotions play a critical role in human communication, exerting a significant influence on brain function and behavior. One effective method of observing and analyzing these emotions is through electroencephalography (EEG) signals. Although numerous studies have been dedicated to emotio...

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Detalles Bibliográficos
Autores principales: Yousefi, Mohammad Reza, Dehghani, Amin, Taghaavifar, Hamid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10597690/
https://www.ncbi.nlm.nih.gov/pubmed/37881690
http://dx.doi.org/10.3389/fnhum.2023.1174104