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Providing a Four-layer Method Based on Deep Belief Network to Improve Emotion Recognition in Electroencephalography in Brain Signals

BACKGROUND: One of the fields of research in recent years that has been under focused is emotion recognition in electroencephalography (EEG) signals. This study provides a four-layer method to improve people's emotion recognition through these signals and deep belief neural networks. METHODS: I...

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Detalles Bibliográficos
Autores principales: Mousavinasr, Seyed Mohammad Reza, Pourmohammad, Ali, Saffari, Mohammad Sadegh Moayed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6601226/
https://www.ncbi.nlm.nih.gov/pubmed/31316901
http://dx.doi.org/10.4103/jmss.JMSS_34_17