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Performance comparison of bio-inspired and learning-based clustering analysis with machine learning techniques for classification of EEG signals

A comprehensive analysis of an automated system for epileptic seizure detection is explained in this work. When a seizure occurs, it is quite difficult to differentiate the non-stationary patterns from the discharges occurring in a rhythmic manner. The proposed approach deals with it efficiently by...

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Detalles Bibliográficos
Autores principales: Prabhakar, Sunil Kumar, Won, Dong-Ok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10321130/
https://www.ncbi.nlm.nih.gov/pubmed/37415937
http://dx.doi.org/10.3389/frai.2023.1156269