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A deep neural network for the classification of epileptic seizures using hierarchical attention mechanism

Electroencephalogram (EEG) is a common diagnostic tool for measuring the seizure activity of the brain. There are many deep learning techniques introduced to analyze EEG. These methods show phenomenal results, although they are limited to computational complexity. Our objective was to develop a nove...

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Detalles Bibliográficos
Autores principales: Chirasani, Sateesh Kumar Reddy, Manikandan, Suchetha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9012945/
https://www.ncbi.nlm.nih.gov/pubmed/35465467
http://dx.doi.org/10.1007/s00500-022-07122-8