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科研机构
上海大学 [14]
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会议论文 [7]
期刊论文 [7]
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2018 [2]
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专题:上海大学
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Automatic ocular artifacts removal in EEG using deep learning
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2018, 卷号: 43, 页码: 148-158
作者:
Yang, Banghua[1]
;
Duan, Kaiwen[2]
;
Fan, Chengcheng[3]
;
Hu, Chenxiao[4]
;
Wang, Jinlong[5]
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/04/22
Ocular artifacts (OAs) removal
Electroencephalogram (EEG)
Deep learning network (DLN)
Independent component analysis (ICA)
Shallow network
The theta burst transcranial magnetic stimulation over the right PFC affects electroencephalogram oscillation during emotional processing
期刊论文
Progress in neuro-psychopharmacology & biological psychiatry, 2018, 卷号: 82, 页码: 21-30
作者:
Cao Dan[1]
;
Li Yingjie[2]
;
Niznikiewicz Margaret A[3]
;
Tang Yingying[4]
;
Wang Jijun[5]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/24
EEG oscillations
ERSP
Emotional processing
Hemispheric asymmetry
cTBS
Removal of Electrooculogram Artifacts from Electroencephalogram Using Canonical Correlation Analysis with Ensemble Empirical Mode Decomposition
期刊论文
COGNITIVE COMPUTATION, 2017, 卷号: 9, 页码: 626-633
作者:
Yang, Banghua[1]
;
Zhang, Tao[2]
;
Zhang, Yunyuan[3]
;
Liu, Wanquan[4]
;
Wang, Jianguo[5]
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/04/24
Electroencephalogram (EEG)
Electrooculogram (EOG)
Artifacts removal
Canonical correlation analysis (CCA)
Ensemble empirical mode decomposition (EEMD)
Subject-based feature extraction by using fisher WPD-CSP in brain-computer interfaces
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2016, 卷号: 129, 页码: 21-28
作者:
Yang, Banghua[1]
;
Li, Huarong[2]
;
Wang, Qian[3]
;
Zhang, Yunyuan[4]
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/26
Wavelet packet decomposition (WPD)
Common spatial patterns (CSP)
Fisher distance
Brain-computer interface (BCI)
Electroencephalogram (EEG)
Feature extraction
EOG Artifacts Reduction from EEG Based on Deep Network and Recursive Least Squares Adaptive Filter
会议论文
Joint Conference of the 16th Asia Simulation Conference / SCS International Autumn Simulation Multi-Conference (AsiaSim/SCS AutumnSim), 2016-01-01
作者:
Yang, Banghua[1]
;
Duan, Kaiwen[2]
;
Zhang, Tao[3]
;
Zhang, Yonghuai[4]
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/04/26
Electrooculogram (EOG)
Electroencephalogram (EEG)
Deep Network (DN)
Recursive Least Squares adaptive (RLS) filtering
Removal of EOG artifacts from EEG using a cascade of sparse autoencoder and recursive least squares adaptive filter
期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 页码: 1053-1060
作者:
Yang, Banghua[1]
;
Duan, Kaiwen[2]
;
Zhang, Tao[3]
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/26
Electrooculogram (EOG)
Electroencephalogram (EEG)
Sparse autoencoder (SAE)
Recursive least squares (RLS) adaptive filtering
Brain computer interfaces (BCIs)
Subject Based Time Window Optimization Using Particle Swarm Optimization for BCIs System
会议论文
International Conference on Environmental Science and Energy Engineering (ICESEE), 2015-01-01
作者:
Yang, Bang-hua[1]
;
Li, Hua-rong[2]
;
Zhang, Yun-yuan[3]
;
Duan, Kai-wen[4]
;
Zhang, Tao[5]
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/04/26
Brain computer Interface (BCIs)
Particle swarm optimization (PSO)
Electroencephalogram (EEG)
Time window
Subject based time window optimization
Fast removal of ocular artifacts from electroencephalogram signals using spatial constraint independent component analysis based recursive least squares in brain-computer interface
期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2015, 卷号: 16, 页码: 486-496
作者:
Yang, Bang-hua[1]
;
He, Liang-fei[2]
;
Lin, Lin[3]
;
Wang, Qian[4]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/26
Ocular artifacts
Electroencephalogram (EEG)
Electrooculogram (EOG)
Brain-computer interface (BCI)
Spatial constraint independent component analysis based recursive least squares (SCICA-RLS)
Preprocessing of EEG based on SOBI Combined RLS in BCI
会议论文
International Conference on Frontiers of Manufacturing and Design Science (ICFMD), 2015-01-01
作者:
Yang, B. H.[1]
;
Zhang, Y. Y.[2]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/26
Electroencephalogram
Electrooculogram
Brain Computer Interface
SOBI
RLS
Removal of Ocular Artifacts from EEG Signals Using ICA-RLS in BCI
会议论文
2014 IEEE WORKSHOP ON ELECTRONICS, COMPUTER AND APPLICATIONS, 2014-05-08
作者:
Yang, Banghua[1]
;
He, Liangfei[2]
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/30
Ocular artifacts
Electroencephalogram
Electrooculogram
Brain Computer Interface
ICA-RLS
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