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A Comparison of Machine Learning Classifiers for Energy-Efficient Implementation of Seizure Detection

The closed-loop application of electrical stimulation via chronically implanted electrodes is a novel approach to stop seizures in patients with focal-onset epilepsy. To this end, an energy efficient seizure detector that can be implemented in an implantable device is of crucial importance. In this...

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Detalles Bibliográficos
Autores principales: Manzouri, Farrokh, Heller, Simon, Dümpelmann, Matthias, Woias, Peter, Schulze-Bonhage, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158331/
https://www.ncbi.nlm.nih.gov/pubmed/30294263
http://dx.doi.org/10.3389/fnsys.2018.00043