STGATE: Spatial-temporal graph attention network with a transformer encoder for EEG-based emotion recognition

Electroencephalogram (EEG) is a crucial and widely utilized technique in neuroscience research. In this paper, we introduce a novel graph neural network called the spatial-temporal graph attention network with a transformer encoder (STGATE) to learn graph representations of emotion EEG signals and i...

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Detalles Bibliográficos
Autores principales: Li, Jingcong, Pan, Weijian, Huang, Haiyun, Pan, Jiahui, Wang, Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Human Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10133470/
https://www.ncbi.nlm.nih.gov/pubmed/37125349
http://dx.doi.org/10.3389/fnhum.2023.1169949

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