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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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Bibliografiske detaljer
Udgivet i:Heliyon
Main Authors: Guerrero, Maria Camila, Parada, Juan Sebastián, Espitia, Helbert Eduardo
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8203713/
https://ncbi.nlm.nih.gov/pubmed/34159278
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.heliyon.2021.e07258
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