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

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...

Full description

Bibliographic Details
Main Authors: Maria Camila Guerrero, Juan Sebastián Parada, Helbert Eduardo Espitia
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Heliyon
Subjects:
Data classification
Epilepsy diagnosis
EEG signal analysis
Fourier signal analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402101361X

Similar Items

Similar Items