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多模态人工智能系统... [14]
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资助机构:National Key Research and Development Program of China
专题:多模态人工智能系统全国重点实验室
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Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:
Wei, Qinglai
;
Han, Liyuan
;
Zhang, Tielin
Adobe PDF(8060Kb)
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浏览/下载:94/20
  |  
提交时间:2024/03/27
Direct dynamic programming (DDP)
Lorenz system
multiscale dynamics
point-to-point control
recursive least square (RLS)
spiking neural network (SNN)
Human Parsing With Part-Aware Relation Modeling
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 25, 页码: 2601-2612
作者:
Zhang, Xiaomei
;
Chen, Yingying
;
Tang, Ming
;
Wang, Jinqiao
;
Zhu, Xiangyu
;
Lei, Zhen
Adobe PDF(6053Kb)
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浏览/下载:174/24
  |  
提交时间:2023/11/17
Human parsing
modeling
part-aware relation
NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Chai, Jiajun
;
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(2469Kb)
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浏览/下载:62/3
  |  
提交时间:2023/11/16
Large-scale multiagent
neighboring communication
reinforcement learning (RL)
variational information flow
Subgraph-aware graph structure revision for spatial-temporal graph modeling
期刊论文
NEURAL NETWORKS, 2022, 卷号: 154, 页码: 190-202
作者:
Wang, Yuhu
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
Adobe PDF(1781Kb)
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浏览/下载:205/12
  |  
提交时间:2023/01/09
Graph structure learning
Graph neural network
Spatial-temporal graph modeling
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:
Ye, Xue
;
Fang, Shen
;
Sun, Fang
;
Zhang, Chunxia
;
Xiang, Shiming
Adobe PDF(3491Kb)
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浏览/下载:274/35
  |  
提交时间:2022/09/19
Traffic prediction
Spatial-temporal modeling
Meta-learning
Attention mechanism
Deep learning
Inductive Spatiotemporal Graph Convolutional Networks for Short-term Quantitative Precipitation Forecasting
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, IEEE Transactions on Geoscience and Remote Sensing, 2022, 2022, 卷号: 0, 0, 期号: 0, 页码: 0, 0
作者:
Yajing, Wu
;
Xuebing, Yang
;
Yongqiang, Tang
;
Chenyang, Zhang
;
Guoping, Zhang
;
Wensheng, Zhang
Adobe PDF(10052Kb)
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浏览/下载:343/82
  |  
提交时间:2022/04/06
Quantitative precipitation forecasting
graph convolutional networks (GCN)
spatiotemporal model
radar-rain gauge data merging
Quantitative precipitation forecasting
graph convolutional networks (GCN)
spatiotemporal model
radar-rain gauge data merging
Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Hu, Guangzheng
;
Zhu, Yuanheng
;
Zhao, Dongbin
;
Zhao, Mengchen
;
Hao, Jianye
Adobe PDF(4187Kb)
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浏览/下载:264/12
  |  
提交时间:2022/01/27
Bandwidth
Protocols
Reinforcement learning
Task analysis
Optimization
Communication networks
Multi-agent systems
Event trigger
limited bandwidth
multi-agent communication
multi-agent reinforcement learning (MARL)
A Novel Parallel Control Method for Continuous-Time Linear Output Regulation With Disturbances
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
作者:
Wei, Qinglai
;
Li, Hongyang
;
Wang, Fei-Yue
Adobe PDF(1665Kb)
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  |  
浏览/下载:282/46
  |  
提交时间:2022/01/27
Regulators
Regulation
Control systems
Stability analysis
Asymptotic stability
Eigenvalues and eigenfunctions
Control theory
Continuous-time linear systems
output regulation
parallel control theory
parallel regulators
parallel systems
Donald J. Trump's Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 2, 页码: 279-293
作者:
Zheng, Xiaolong
;
Wang, Xiao
;
Li, Zepeng
;
Jing, Rongrong
;
Xu, Shuqi
;
Wang, Tao
;
Li, Lifang
;
Zhang, Zhenwen
;
Zhang, Qingpeng
;
Jiang, Huaiguang
;
Guo, Zhihua
;
Zhang, Xiaowei
;
Wang, Fei-Yue
Adobe PDF(9638Kb)
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浏览/下载:361/64
  |  
提交时间:2021/05/17
Correlation
Social networking (online)
Blogs
Cyberspace
Complex networks
Media
Internet
Digital oligarchy
public attention
social influence
social perception
Trump
Consensus Control of Leader-Following Multi-Agent Systems in Directed Topology With Heterogeneous Disturbances
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 423-431
作者:
Wei, Qinglai
;
Wang, Xin
;
Zhong, Xiangnan
;
Wu, Naiqi
Adobe PDF(4423Kb)
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浏览/下载:325/48
  |  
提交时间:2021/03/08
Consensus control
directed topology
external disturbance
multi-agent (MA) systems