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脑机融合控制中脑电伪迹处理方法 期刊论文
昆明理工大学学报(自然科学版), 2021, 页码: 1-17
Authors:  熊馨;  杨秋红;  周建华;  徐保磊;  李永程;  尹旭贤;  伏云发
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脑电  伪迹  脑机融合控制  独立成分分析  共同空间模式  
基于表面肌电的意图识别方法在非理想条件下的研究进展 期刊论文
自动化学报, 2021, 页码: 1-19
Authors:  李自由;  赵新刚;  张弼;  丁其川;  张道辉;  韩建达
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肌电信号  研究进展  非理想条件  模式识别  
基于迁移学习和知识蒸馏的加热炉温度预测方法 期刊论文
计算机集成制造系统, 2021, 页码: 1-13
Authors:  翟乃举;  周晓锋;  李帅;  史海波
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加热炉  迁移学习  时间卷积网络  知识蒸馏  
Remaining Useful Life Prediction of Lithium Batteries Based on Extended Kalman Particle Filter 期刊论文
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2021, 卷号: 16, 期号: 2, 页码: 206-214
Authors:  Zhang, Ning;  Xu AD(徐皑冬);  Wang K(王锴);  Han XJ(韩晓佳);  Hong, Wenhuan;  Hong, Seung Ho
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lithium‐  ion battery  remaining useful life  extended Kalman particle filter  double exponential empirical degradation model  
Research on Rotating Machinery Fault Diagnosis Method Based on Energy Spectrum Matrix and Adaptive Convolutional Neural Network 期刊论文
PROCESSES, 2021, 卷号: 9, 期号: 1, 页码: 1-25
Authors:  Liu YY(刘意杨);  Yang YS(杨友胜);  Feng, Tieying;  Sun Y(孙懿);  Zhang, Xuejian
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hierarchical fault diagnosis  energy spectrum matrix  dynamic adjustment of the learning rate  convolutional neural network  rotating machinery  
A Deviation-based Detection Method against False Data Injection Attacks in Smart Grid 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 15499-15509
Authors:  Pei C(裴超);  Xiao Y(肖杨);  Liang W(梁炜);  Han XJ(韩晓佳)
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State estimation  false data injection attacks  smart grid  cyber security  Kalman filter  cyber physical system  
Bayesian-based water leakage detection with a novel multisensor fusion method in a deep manned submersible 期刊论文
APPLIED OCEAN RESEARCH, 2021, 卷号: 106, 页码: 1-11
Authors:  Pan YJ(潘怡君);  Zheng ZY(郑泽宇);  Fu DZ(付殿峥)
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Information fusion  Bayesian  Sparse representation  Deep manned submersible  Water leakage detection  
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation with Endoscopy Images of Gastrointestinal Tract 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 卷号: 25, 期号: 2, 页码: 514-525
Authors:  Wang S(王帅);  Cong Y(丛杨);  Zhu, Hancan;  Chen, Xianyi;  Qu LQ(屈靓琼);  Fan HJ(范慧杰);  Zhang, Qiang;  Liu, Mingxia
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Multi-scale Context  fully convolutional network  lesion segmentation  endoscopy image  gastrointestinal tract  
基于时空特征学习卷积神经网络的运动想象脑电解码方法 期刊论文
生物医学工程学杂志, 2021, 卷号: 38, 期号: 1, 页码: 1-9
Authors:  褚亚奇;  朱波;  赵新刚;  赵忆文
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运动想象脑电  脑机接口  时空特征  卷积神经网络  信号解码  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
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Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness