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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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Bibliografski detalji
Izdano u:Comput Math Methods Med
Glavni autori: Wang, Yuanfa, Li, Zunchao, Feng, Lichen, Zheng, Chuang, Zhang, Wenhao
Format: Artigo
Jezik:Inglês
Izdano: Hindawi 2017
Teme:
Online pristup: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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