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科研机构
西安交通大学 [12]
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期刊论文 [10]
会议论文 [2]
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2018 [5]
2017 [1]
2016 [4]
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专题:西安交通大学
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Seizure Detection in Focal Epilepsy Patients Using High Frequency EEG Signal
期刊论文
Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2018, 卷号: 52, 页码: 148-154
作者:
Wang, Dong
;
Li, Kuo
;
Liu, Xiaofang
;
Yan, Xiangguo
;
Wang, Gang
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/11/19
Average sensitivities
Directed transfer functions
Directional transfer functions
Gamma band
High frequency components
Information flows
Long-term scalp EEG
Seizure detection
Epileptic seizure detection in long-term EEG recordings by using wavelet-based directed transfer function
期刊论文
IEEE Transactions on Biomedical Engineering, 2018, 卷号: 65, 页码: 2591-2599
作者:
Wang, Dong
;
Ren, Doutian
;
Li, Kuo
;
Feng, Yiming
;
Ma, Dan
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/26
Directed transfer functions
Electro-encephalogram (EEG)
Epilepsy
outflow information
Seizure detection
Sensitivity
EEG-Based Detection of Epileptic Seizures Through the Use of a Directed Transfer Function Method
期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 47189-47198
作者:
Wang, Gang
;
Ren, Doutian
;
Li, Kuo
;
Wang, Dong
;
Wang, Maode
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/11/26
directed transfer function (DTF)
seizure detection
Information flow
epilepsy
electroencephalogram (EEG)
VLSI Design of SVM-Based Seizure Detection System With On-Chip Learning Capability
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2018, 卷号: 12, 页码: 171-181
作者:
Feng, Lichen
;
Li, Zunchao
;
Wang, Yuanfa
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/11/26
seizure detection
VLSI
support vector machine (SVM)
Discrete wavelet transform (DWT)
sequential minimal optimization (SMO)
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
Automatic Detection of Epilepsy and Seizure Using Multiclass Sparse Extreme Learning Machine Classification
期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017
作者:
Wang, Yuanfa
;
Li, Zunchao
;
Feng, Lichen
;
Zheng, Chuang
;
Zhang, Wenhao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/11/26
Hardware Design of Seizure Detection Based on Wavelet Transform and Sample Entropy
期刊论文
JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2016, 卷号: 25
作者:
Wang, Yuanfa
;
Li, Zunchao
;
Feng, Lichen
;
Wang, Chuang
;
Jing, Wen
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/11/26
Discrete wavelet transform
sample entropy
classification
Daubechies order 4
Epileptic Seizure Detection Based on Partial Directed Coherence Analysis
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2016, 卷号: 20, 期号: [db:dc_citation_issue], 页码: 873-879
作者:
Wang, Gang
;
Sun, Zhongjiang
;
Tao, Ran
;
Li, Kuo
;
Bao, Gang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Cross validation
information flow
partial directed coherence (PDC)
support vector machine (SVM)
seizure detection
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
VLSI design of modified sequential minimal optimization algorithm for fast SVM training
会议论文
作者:
Feng, Lichen
;
Li, Zunchao
;
Wang, Yuanfa
;
Zheng, Chuang
;
Guan, Yunhe
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Altera cyclones
Circuit systems
Hardware system
Learning process
Operation module
Seizure detection
Sequential minimal optimization algorithms
Vector machines
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