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| MBNN: A Multi-Branch Neural Network Capable of Utilizing Industrial Sample Unbalance for Fast Inference 期刊论文 IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 2, 页码: 1809-1819 Authors: Wang QZ(王其朝); Wang K(王锴) ; Li Q(李庆); Yang, Zuye; Jin, Guangshu; Wang H(王宏)
Adobe PDF(2700Kb)  |   Favorite  |  View/Download:41/1  |  Submit date:2021/01/17 Fault diagnosis Neural networks Complexity theory Computational modeling Sensors Optimization Real-time systems Neural network architecture fault diagnosis fast inference unbalance sample |
| 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
Adobe PDF(3684Kb)  |   Favorite  |  View/Download:11/0  |  Submit date:2021/02/14 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)
Adobe PDF(1278Kb)  |   Favorite  |  View/Download:13/0  |  Submit date:2021/01/30 State estimation false data injection attacks smart grid cyber security Kalman filter cyber physical system |
| 基于深度学习的人体行为检测方法研究 学位论文 硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020 Authors: 高松
Adobe PDF(4768Kb)  |   Favorite  |  View/Download:80/8  |  Submit date:2020/06/27 人体行为检测 深度学习 时序行为候选 实时检测 人-物交互 |
| 基于时序数据挖掘的化工生产工艺异常诊断研究 学位论文 专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020 Authors: 李俊朋
Adobe PDF(2284Kb)  |   Favorite  |  View/Download:46/3  |  Submit date:2020/06/27 时间序列 线性分段 核主成分 异常检测 |
| 结合栈式自编码及长短时记忆的入侵检测研究 期刊论文 系统仿真学报, 2020, 页码: 1-9 Authors: 林硕 ; 安磊; 高治军; 单丹; 尚文利
Adobe PDF(744Kb)  |   Favorite  |  View/Download:22/4  |  Submit date:2020/06/13 深度学习 入侵检测技术 栈式降噪自编码器 长短时记忆网络 |
| The DIAMOND Model: Deep Recurrent Neural Networks for Self-Organizing Robot Control 期刊论文 Frontiers in Neurorobotics, 2020, 卷号: 14, 页码: 1-7 Authors: Smith, Simón C.; Dharmadi, Richard; Imrie, Calum; Si BL(斯白露) ; Herrmann, J. Michael
Adobe PDF(1291Kb)  |   Favorite  |  View/Download:30/1  |  Submit date:2020/10/18 deep neural networks autonomous learning homeokinesis self-organizing control robot control |
| Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文 JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18 Authors: Chu YQ(褚亚奇) ; Zhao XG(赵新刚) ; Zou YJ(邹宜君) ; Xu WL(徐卫良) ; Song GL(宋国立) ; Han JD(韩建达) ; Zhao YW(赵忆文)
Adobe PDF(1662Kb)  |   Favorite  |  View/Download:120/15  |  Submit date:2020/09/12 motor imagery EEG same upper limb Riemannian geometry features partial least squares regression brain-machine interface |
| 基于生成对抗网络的红外图像数据增强 期刊论文 计算机应用, 2020, 卷号: 40, 期号: 7, 页码: 2084-2088 Authors: 陈佛计; 朱枫 ; 吴清潇 ; 郝颖明 ; 王恩德
Adobe PDF(2559Kb)  |   Favorite  |  View/Download:113/20  |  Submit date:2020/04/01 红外图像生成 生成对抗网络 图像转换 数据增强 生成图像质量评估 |
| 面向网络入侵检测的GAN-SDAE-RF模型研究 期刊论文 计算机工程与应用, 2020, 页码: 1-13 Authors: 安磊; 韩忠华; 林硕 ; 尚文利
Adobe PDF(1085Kb)  |   Favorite  |  View/Download:37/1  |  Submit date:2020/10/31 深度学习 生成式对抗网络 栈式降噪自编码器 随机森林算法 |