EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization

We present a multi-objective optimization method for electroencephalographic (EEG) channel selection based on the non-dominated sorting genetic algorithm (NSGA) for epileptic-seizure classification. We tested the method on EEG data of 24 patients from the CHB-MIT public dataset. The procedure starts...

Descripción completa

Detalles Bibliográficos
Autores principales: Moctezuma, Luis Alfredo, Molinas, Marta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7312219/
https://www.ncbi.nlm.nih.gov/pubmed/32625054
http://dx.doi.org/10.3389/fnins.2020.00593

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7312219/
https://www.ncbi.nlm.nih.gov/pubmed/32625054
http://dx.doi.org/10.3389/fnins.2020.00593

Ejemplares similares