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新能源客车生产线监控系统的设计与产品质量预测 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  殷辉
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离散制造业  数据采集  智能监控  组态软件  支持向量机  
Hybrid incremental learning of new data and new classes for hand-held object recognition 期刊论文
Journal of Visual Communication and Image Representation, 2019, 卷号: 58, 页码: 138-148
Authors:  Chen, Chengpeng;  Min WQ(闵巍庆);  Li, Xue;  Jiang SQ(蒋树强)
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Incremental learning  Object recognition  SVM  Human-machine interaction  
A Noninvasive System for the Automatic Detection of Gliomas Based on Hybrid Features and PSO-KSVM 期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 13842-13855
Authors:  Song GL(宋国立);  Huang Z(黄钲);  Zhao YW(赵忆文);  Zhao XG(赵新刚);  Liu, Yunhui;  Bao, Min;  Han JD(韩建达);  Li P(李鹏)
View  |  Adobe PDF(13698Kb)  |  Favorite  |  View/Download:134/21  |  Submit date:2019/03/09
Modified CLBP  PSO-KSVM  Glioma detection  hybrid features  skull removal  
Adaptive Hybrid Classifier for Myoelectric Pattern Recognition Against the Interferences of Outlier Motion, Muscle Fatigue, and Electrode Doffing 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2019, 卷号: 27, 期号: 5, 页码: 1071-1080
Authors:  Ding QC(丁其川);  Zhao XG(赵新刚);  Han JD(韩建达);  Bu CG(卜春光);  Wu CD(吴成东)
View  |  Adobe PDF(2259Kb)  |  Favorite  |  View/Download:63/9  |  Submit date:2019/06/18
Surface electromyography (sEMG)  myoelectric prosthesis  adaptive classifier  online update  
An inter-subject model to reduce the calibration time for motion imagination-based brain-computer interface 期刊论文
Medical and Biological Engineering and Computing, 2019, 卷号: 57, 期号: 4, 页码: 939-952
Authors:  Zou YJ(邹宜君);  Zhao XG(赵新刚);  Chu YQ(褚亚奇);  Zhao YW(赵忆文);  Xu WL(徐卫良);  Han JD(韩建达)
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Brain-computer interface (BCI)  Electroencephalogram (EEG)  Machine learning  Movement imagination  Common spatial pattern  Inter-subject model  
Learning joint space–time–frequency features for EEG decoding on small labeled data 期刊论文
Neural Networks, 2019, 卷号: 114, 页码: 67-77
Authors:  Zhao DY(赵冬晔);  Tang FZ(唐凤珍);  Si BL(斯白露);  Feng XS(封锡盛)
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Brain-computer interfaces  Convolutional neural network  Joint space–time–frequency feature learning  Subject-to-subject weight transfer  Small labeled data  
基于自更新混合分类模型的肌电运动识别方法 期刊论文
自动化学报, 2019, 卷号: 45, 期号: 8, 页码: 1464-1474
Authors:  丁其川;  赵新刚;  李自由;  韩建达
View  |  Adobe PDF(2199Kb)  |  Favorite  |  View/Download:219/36  |  Submit date:2018/03/25
表面肌电  动作识别  模式分类  在线更新  肌肉疲劳  
Efficient and Low-Cost Deep-learning Based Gaze Estimator for Surgical Robot Control 会议论文
Proceedings of the 2018 IEEE International Conference on Real-time Computing and Robotics, Kandima, Maldives, August 1-5, 2018
Authors:  Li P(李鹏);  Hou, Xuebin;  Wei, Le;  Song GL(宋国立);  Duan, Xingguang
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Deep Learning  Minimally Invasive Surgery  Gaze estimation  Convolutional Neural Neural  Surgical robot  
Clustered Lifelong Learning via Representative Task Selection 会议论文
2018 IEEE International Conference on Big Knowledge (ICBK), Singapore, November 17-18, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Kong, Yu;  Xu XW(徐晓伟)
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Lifelong Learning  Clustering Analysis  Multi-task Learning  Transfer Learning  
A Decoding Scheme for Incomplete Motor Imagery EEG With Deep Belief Network 期刊论文
FRONTIERS IN NEUROSCIENCE, 2018, 卷号: 12, 页码: 1-17
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Han JD(韩建达);  Zhao YW(赵忆文)
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brain-computer interface  decoding scheme  incomplete motor imagery EEG  power spectral density  deep belief network