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中国科学院重庆绿色智能技术研究院机构知识库
KMS Chongqing Institute of Green and Intelligent Technology, CAS
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Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 1, 页码: 92-107
作者:
Qin, Wen
;
Luo, Xin
;
Zhou, Mengchu
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/05/06
Parallel algorithm
industrial application
latent feature analysis
high-dimensional and incomplete data
stochastic gradient descent
parallelization shared-memory
data science
Asynchronous Parallel Fuzzy Stochastic Gradient Descent for High-Dimensional Incomplete Data Representation
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 卷号: 32, 期号: 2, 页码: 445-459
作者:
Qin, Wen
;
Luo, Xin
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/05/06
Training
Representation learning
Data models
Stochastic processes
Computational modeling
Analytical models
Proteins
Asynchronous parallelization
fuzzy optimization
high-dimensional incomplete (HDI) data
latent feature analysis (LFA)
shared-memory
stochastic gradient descent (SGD)
Probabilistic Modeling of Assimilate-Contrast Effects in Online Rating Systems
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 2, 页码: 795-808
作者:
Xie, Hong
;
Zhong, Mingze
;
Shi, Xiaoyu
;
Zhang, Xiaoying
;
Zhong, Jiang
;
Shang, Mingsheng
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/04/07
Online rating system
assimilate-contrast effects
rating prediction
recommendation
Neural dynamics solver for time-dependent infinity-norm optimization based on ACP framework with robot application
期刊论文
NEUROCOMPUTING, 2024, 卷号: 567, 页码: 9
作者:
Ma, Dexiu
;
Liu, Mei
;
Shang, Mingsheng
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  |  
浏览/下载:8/0
  |  
提交时间:2024/02/23
Neural dynamics (ND)
ACP framework
Time-dependent infinity-norm optimization (TDINO)
Activation functions
Discrete Data-Driven Control of Redundant Manipulators With Adaptive Jacobian Matrix
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 页码: 11
作者:
Liu, Mei
;
Hu, Yafei
;
Jin, Long
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/04/07
Manipulators
Mathematical models
Manipulator dynamics
Jacobian matrices
Kalman filters
Task analysis
Kinematics
Discrete data-driven Jacobian matrix adaptive control (DDJMAC)
Kalman filter
model-unknown
neural dynamics
redundant manipulators
Pseudo Gradient-Adjusted Particle Swarm Optimization for Accurate Adaptive Latent Factor Analysis
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 14
作者:
Luo, Xin
;
Chen, Jiufang
;
Yuan, Ye
;
Wang, Zidong
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  |  
浏览/下载:49/0
  |  
提交时间:2024/02/23
High-dimensional and incomplete (HDI) data
hyperparameter adaptation
latent factor analysis (LFA)
network representation
particle swarm optimization (PSO)
A Bi-Criteria Kinematic Strategy for Motion/Force Control of Robotic Manipulator
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 13
作者:
Xie, Zhengtai
;
Li, Shuai
;
Jin, Long
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/25
Motion/force control
robotic manipulator
dynamic neural networks (DNNs)
kinematic perspective.
A Noise-Tolerant k-WTA Model With Its Application on Multirobot System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 页码: 11
作者:
Jin, Long
;
Chen, Yingqi
;
Liu, Mei
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/12/25
Mathematical models
Numerical models
Biological neural networks
Analytical models
Computational modeling
Stability analysis
Personal digital devices
k-winners-take-all (k-WTA) operation
multirobot system
noise tolerance
steady-state error
High-Order Robust Discrete-Time Neural Dynamics for Time-Varying Multilinear Tensor Equation With M-Tensor
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 9, 页码: 9457-9467
作者:
Liu, Mei
;
Wu, Huanmei
;
Shi, Yang
;
Jin, Long
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/12/25
Multilinear tensor equation (MTE)
neural dynamics (ND)
Taylor-type difference formula
Neural Solution to Dynamic Overdetermined System With Applications to Data Fitting and Parameters Estimation
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 12
作者:
Liu, Mei
;
Liufu, Ying
;
Lu, Huiyan
;
Shang, Mingsheng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/12/25
Artificial neural networks
Mathematical models
Real-time systems
Heuristic algorithms
Convergence
Computational modeling
Time-varying systems
Convergence property
dynamic overdetermined system
integral neural solution (INS)
noise-suppression ability
zeroing neural network (ZNN)