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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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An Implicit Function-Based Adaptive Control Scheme for Noncanonical-Form Discrete-Time Neural-Network Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 12, 页码: 5728-5739
作者:
Zhang, Yanjun
;
Tao, Gang
;
Chen, Mou
;
Chen, Wen
;
Zhang, Zhengqiang
收藏
  |  
浏览/下载:148/0
  |  
提交时间:2022/04/02
Adaptive control
Uncertainty
Nonlinear systems
Adaptation models
Asymptotic stability
Stability analysis
Adaptive control
asymptotic output tracking
discrete time (DT)
implicit function
noncanonical form
Estimation of Real-World Fuel Consumption Rate of Light-Duty Vehicles Based on the Records Reported by Vehicle Owners
期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 23, 页码: 19
作者:
Zeng, Isabella Yunfei
;
Tan, Shiqi
;
Xiong, Jianliang
;
Ding, Xuesong
;
Li, Yawen
;
Wu, Tian
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  |  
浏览/下载:139/0
  |  
提交时间:2022/04/02
real-world fuel consumption rate
machine learning
big data
light-duty vehicle
China
Stein variational gradient descent with local approximations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:105/0
  |  
提交时间:2022/04/02
Stein variational gradient decent
Bayesian inference
Deep learning
Local approximation
Forecasting hourly PM2.5 based on deep temporal convolutional neural network and decomposition method
期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 113, 页码: 15
作者:
Jiang, Fuxin
;
Zhang, Chengyuan
;
Sun, Shaolong
;
Sun, Jingyun
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浏览/下载:119/0
  |  
提交时间:2022/04/29
PM2.5 concentration forecasting
Complete ensemble empirical mode
decomposition with adaptive noise
Temporal convolutional
Data patterns
Deep learning
Observer-Based Output Feedback Event-Triggered Adaptive Control for Linear Multiagent Systems Under Switching Topologies
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:
Zhang, Juan
;
Zhang, Huaguang
;
Zhang, Kun
;
Cai, Yuliang
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浏览/下载:117/0
  |  
提交时间:2022/04/02
Topology
Protocols
Synchronization
Switches
Consensus control
Output feedback
Adaptive control
Adaptive control
event-triggered control
output feedback control
switching topologies
Analyzing the barren plateau phenomenon in training quantum neural networks with the ZX-calculus
期刊论文
QUANTUM, 2021, 卷号: 5, 页码: 49
作者:
Zhao, Chen
;
Gao, Xiao-Shan
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浏览/下载:114/0
  |  
提交时间:2021/10/26
Deep Nitsche Method: Deep Ritz Method with Essential Boundary Conditions
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2021, 卷号: 29, 期号: 5, 页码: 1365-1384
作者:
Liao, Yulei
;
Ming, Pingbing
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浏览/下载:157/0
  |  
提交时间:2021/06/01
Deep Nitsche Method
Deep Ritz Method
neural network approximation
mixed boundary conditions
curse of dimensionality
A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 5, 页码: 2676-2686
作者:
Gu, Haibo
;
Wang, Xiong
;
Liu, Kexin
;
Lu, Jinhu
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  |  
浏览/下载:182/0
  |  
提交时间:2021/06/01
Synchronization
Protocols
Stochastic processes
Artificial neural networks
Adaptive systems
Perturbation methods
Complex dynamical network
Lyapunov function
networked system
stochastic perturbation
synchronization
hReg-CNCC reconstructs a regulatory network in human cranial neural crest cells and annotates variants in a developmental context
期刊论文
COMMUNICATIONS BIOLOGY, 2021, 卷号: 4, 期号: 1, 页码: 16
作者:
Feng, Zhanying
;
Duren, Zhana
;
Xiong, Ziyi
;
Wang, Sijia
;
Liu, Fan
;
Wong, Wing Hung
;
Wang, Yong
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  |  
浏览/下载:190/0
  |  
提交时间:2021/06/01
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Yixin
;
Li, Zhao
;
Pan, Shirui
;
Gong, Chen
;
Zhou, Chuan
;
Karypis, George
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  |  
浏览/下载:123/0
  |  
提交时间:2022/04/02
Anomaly detection
Task analysis
Graph neural networks
Unsupervised learning
Predictive models
Pattern matching
Training
Anomaly detection
attributed networks
contrastive self-supervised learning
graph neural networks (GNNs)
unsupervised learning