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OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
Authors:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download:65/0  |  Submit date:2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
How much information is needed in quantized nonlinear control? 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 9, 页码: 13
Authors:  Zheng, Chuang;  Li, Lin;  Wang, Leyi;  Li, Chanying
Favorite  |  View/Download:15/0  |  Submit date:2018/07/30
nonlinear systems  disturbances  input-to-state stabilizability  sampled systems  quantization rate  
howmuchinformationisneededinquantizednonlinearcontrol 期刊论文
sciencechinainformationscience, 2018, 卷号: 061, 期号: 009, 页码: 092205
Authors:  Zheng Chuang;  Li Lin;  Wang Leyi;  Li Chanying
Favorite  |  View/Download:12/0  |  Submit date:2020/01/10
Coordination Over Multi-Agent Networks With Unmeasurable States and Finite-Level Quantization 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 9, 页码: 4647-4653
Authors:  Meng, Yang;  Li, Tao;  Zhang, Ji-Feng
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Cooperatability  finite-level quantization  multi-agent system  quantized observer  
Improvement of the lower bound of the PCM quantization error for vectors in R-2 期刊论文
JOURNAL OF APPROXIMATION THEORY, 2017, 卷号: 215, 页码: 1-12
Authors:  Zhou, Heng;  Xu, Zhiqiang
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Unit-norm tight frames  PCM quantization error  Bessel functions  
Leveraging cross-media analytics to detect events and mine opinions for emergency management 期刊论文
ONLINE INFORMATION REVIEW, 2017, 卷号: 41, 期号: 4, 页码: 487-506
Authors:  Xu, Wei;  Liu, Lingyu;  Shang, Wei
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
Opinion mining  Cross-media analytics  Emergence management  Event detection  Semantic expansion  
Quantized Leaderless and Leader-Following Consensus of High-Order Multi-Agent Systems With Limited Data Rate 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 卷号: 61, 期号: 9, 页码: 2432-2447
Authors:  Qiu, Zhirong;  Xie, Lihua;  Hong, Yiguang
Favorite  |  View/Download:11/0  |  Submit date:2018/07/30
Data rate  distributed consensus  high-order dynamics  integrator systems  multi-agent systems  quantization  
Theoretical Design and FPGA-Based Implementation of Higher-Dimensional Digital Chaotic Systems 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2016, 卷号: 63, 期号: 3, 页码: 401-412
Authors:  Wang, Qianxue;  Yu, Simin;  Li, Chengqing;  Lu, Jinhu;  Fang, Xiaole;  Guyeux, Christophe;  Bahi, Jacques M.
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Chaotic encryption  dynamical degradation  FPGA implementation  high-dimensional digital chaotic system  random number generator  
Detection of Interactions between Proteins through Rotation Forest and Local Phase Quantization Descriptors 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2016, 卷号: 17, 期号: 1, 页码: 11
Authors:  Wong, Leon;  You, Zhu-Hong;  Ming, Zhong;  Li, Jianqiang;  Chen, Xing;  Huang, Yu-An
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protein-protein interaction  Rotation Forest  Physicochemical Property Response Matrix (PR)  Local Phase Quantization  
Recursive identification of FIR systems with binary-valued outputs and communication channels 期刊论文
AUTOMATICA, 2015, 卷号: 60, 页码: 165-172
Authors:  Guo, Jin;  Zhao, Yanlong;  Sun, Chang-Yin;  Yu, Yao
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
System identification  Binary-valued output  Communication channel  Convergence  Convergence rate