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Multi-channel EEG emotion recognition through residual graph attention neural network

In this paper, a novel EEG emotion recognition method based on residual graph attention neural network is proposed. The method constructs a three-dimensional sparse feature matrix according to the relative position of electrode channels, and inputs it into the residual network to extract high-level...

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Detalles Bibliográficos
Autores principales: Chao, Hao, Cao, Yiming, Liu, Yongli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407101/
https://www.ncbi.nlm.nih.gov/pubmed/37559702
http://dx.doi.org/10.3389/fnins.2023.1135850