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	Hardware design of multiclass SVM classification for epilepsy and epileptic seizure detection
	Wang, Yuanfa; Li, Zunchao; Feng, Lichen; Bai, Hailong; Wang, Chuang
刊名	IET CIRCUITS DEVICES & SYSTEMS
	2018
卷号	12页码:108-115
关键词	Daubechies order 4-wavelet three-class classification scheme healthy EEG signals epilepsy medical signal processing hardware design one-against-one multiclass NLSVM automatic detection system DWT-based feature extraction module electroencephalography low-dimensional feature vectors multiclass SVM classification Lagrange multipliers epileptic seizure detection FPGA platform multiclass nonlinear support vector machine classifiers original sequential minimal optimisation on-chip training modified sequential minimal optimisation inter-ictal EEG signals multiclass NLSVM classifiers feature extraction discrete wavelet transform three-class classification VLSI system discrete wavelet transforms hardware implementation three-level DWT absolute value decision MSMO training module OAO multiclass NLSVM OAO multiclass classification module support vector machines software implementation
ISSN号	1751-858X
URL标识	查看原文
内容类型	期刊论文
URI标识	http://www.corc.org.cn/handle/1471x/2922661
专题	西安交通大学
推荐引用方式 GB/T 7714	Wang, Yuanfa,Li, Zunchao,Feng, Lichen,et al. Hardware design of multiclass SVM classification for epilepsy and epileptic seizure detection[J]. IET CIRCUITS DEVICES & SYSTEMS,2018,12:108-115.
APA	Wang, Yuanfa,Li, Zunchao,Feng, Lichen,Bai, Hailong,&Wang, Chuang.(2018).Hardware design of multiclass SVM classification for epilepsy and epileptic seizure detection.IET CIRCUITS DEVICES & SYSTEMS,12,108-115.
MLA	Wang, Yuanfa,et al."Hardware design of multiclass SVM classification for epilepsy and epileptic seizure detection".IET CIRCUITS DEVICES & SYSTEMS 12(2018):108-115.

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