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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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發表在:Comput Math Methods Med
Main Authors: Wang, Yuanfa, Li, Zunchao, Feng, Lichen, Zheng, Chuang, Zhang, Wenhao
格式: Artigo
語言:Inglês
出版: Hindawi 2017
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在線閱讀: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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