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EEG signal analysis using classification techniques: Logistic regression, artificial neural networks, support vector machines, and convolutional neural networks

Epilepsy is a brain abnormality that leads its patients to suffer from seizures, which conditions their behavior and lifestyle. Neurologists use an electroencephalogram (EEG) to diagnose this disease. This test illustrates the signaling behavior of a person's brain, allowing, among other things...

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Detalles Bibliográficos
Autores principales: Guerrero, Maria Camila, Parada, Juan Sebastián, Espitia, Helbert Eduardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8203713/
https://www.ncbi.nlm.nih.gov/pubmed/34159278
http://dx.doi.org/10.1016/j.heliyon.2021.e07258