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科研机构
西安交通大学 [2]
华南理工大学 [1]
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会议 [1]
会议论文 [1]
期刊论文 [1]
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2018 [1]
2016 [1]
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Hardware design of multiclass SVM classification for epilepsy and epileptic seizure detection
期刊论文
IET CIRCUITS DEVICES & SYSTEMS, 2018, 卷号: 12, 页码: 108-115
作者:
Wang, Yuanfa
;
Li, Zunchao
;
Feng, Lichen
;
Bai, Hailong
;
Wang, Chuang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/11/26
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
Hardware architecture of lifting-based discrete wavelet transform and sample entropy for epileptic seizure detection
会议论文
作者:
Wang, Yuanfa
;
Li, Zunchao
;
Feng, Lichen
;
Zheng, Chuang
;
Guan, Yunhe
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/11/26
Classification accuracy
Computational time
Detail coefficients
Epileptic seizure detection
Hardware architecture
Hardware resources
Lifting-based discrete wavelet transforms
Symmetric distances
Robust Epileptic Seizure Classification (CPCI-S收录)
会议
作者:
Alzami, Farrikh[1]
;
Wang, Daxing[1]
;
Yu, Zhiwen[1]
;
You, Jane[2]
;
Wong, Hau-San[3]
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/04/11
Epileptic seizure classification
Feature selection
Differential evolution
Bagging
Discrete Wavelet Transform
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