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Detection Analysis of Epileptic EEG Using a Novel Random Forest Mode Combined With Grid Search Optimization 期刊论文
FRONTIERS IN HUMAN NEUROSCIENCE, 2019, 卷号: 13
作者:  Wang, Xiashuang;  Gong, Guanghong;  Li, Ni;  Qiu, Shi
收藏  |  浏览/下载：59/0  |  提交时间：2019/03/20
Automatic Epileptic Seizures Joint Detection Algorithm Based on Improved Multi-Domain Feature of cEEG and Spike Feature of aEEG 期刊论文
IEEE ACCESS, 2019, 卷号: 7
作者:  Wu, Duanpo;  Wang, Zimeng;  Jiang, Lurong;  Dong, Fang;  Wu, Xunyi
收藏  |  浏览/下载：13/0  |  提交时间：2019/12/05
Automatic Seizure Detection Based on S-Transform and Deep Convolutional Neural Network 期刊论文
International Journal of Neural Systems, 2019
作者:  Liu G.;  Zhou W.;  Geng M.
收藏  |  浏览/下载：28/0  |  提交时间：2019/12/11
Automatic seizure detection based on kernel robust probabilistic collaborative representation 期刊论文
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2019, 卷号: 57, 期号: 1, 页码: 205-219
作者:  Yu, Zuyi;  Zhou, Weidong;  Zhang, Fan;  Xu, Fangzhou;  Yuan, Shasha
收藏  |  浏览/下载：3/0  |  提交时间：2019/12/11
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  
Denoising Sparse Autoencoder-Based Ictal PEG Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2018, 卷号: 26, 期号: 9, 页码: 1717-1726
作者:  Qiu, Yang;  Zhou, Weidong;  Yu, Nana;  Du, Peidong
收藏  |  浏览/下载：5/0  |  提交时间：2019/12/11
Denoising Sparse Autoencoder Based Ictal EEG Classification 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018, 页码: 1717-1726
作者:  Qiu, Yang;  Zhou, Weidong;  Yu, Nana;  Du, Peidong
收藏  |  浏览/下载：8/0  |  提交时间：2019/12/11
Automatic seizure detection based on kernel robust probabilistic collaborative representation 期刊论文
Medical and Biological Engineering and Computing, 2018
作者:  Yu Z.;  Zhou W.;  Zhang F.;  Xu F.;  Yuan S.
收藏  |  浏览/下载：3/0  |  提交时间：2019/12/11
Epileptic Seizure Detection based on the Kernel Extreme Learning Machine 期刊论文
Technology and health care, 2017, 期号: preprint, 页码: 1-11
作者:  Liu Q(刘祺);  Zhao XG(赵晓光);  Hou ZG(侯增广);  Liu HG(刘洪广)
收藏  |  浏览/下载：39/0  |  提交时间：2017/06/19
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

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