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Automatic Detection of Epilepsy and Seizure Using Multiclass Sparse Extreme Learning Machine Classification

An automatic detection system for distinguishing normal, ictal, and interictal electroencephalogram (EEG) signals is of great help in clinical practice. This paper presents a three-class classification system based on discrete wavelet transform (DWT) and the nonlinear sparse extreme learning machine...

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Detalhes bibliográficos
Publicado no:Comput Math Methods Med
Main Authors: Wang, Yuanfa, Li, Zunchao, Feng, Lichen, Zheng, Chuang, Zhang, Wenhao
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5494790/
https://ncbi.nlm.nih.gov/pubmed/28706561
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/6849360
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