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面向认知表现预测的时−空共变混合深度学习模型 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 12, 页码: 2931-2940
作者:  李晴;  徐雪远;  邬霞
Adobe PDF(2498Kb)  |  收藏  |  浏览/下载：10/3  |  提交时间：2024/05/20
循环自编码器  时-空共变深度学习模型  混合深度学习模型  认知表现预测  脑启发模型  
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  收藏  |  浏览/下载：48/7  |  提交时间：2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks  
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者:  Yi-Jun Zhang;  Zhao-Fei Yu;  Jian. K. Liu;  Tie-Jun Huang
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：61/21  |  提交时间：2024/04/23
Neural decoding  machine learning  deep learning  visual decoding  brain-inspired vision  
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 127-137
作者:  Emanuele De Santis;  Alessandro Giuseppi;  Antonio Pietrabissa;  Michael Capponi;  Francesco Delli Priscoli
Adobe PDF(1513Kb)  |  收藏  |  浏览/下载：35/11  |  提交时间：2024/04/23
Network selection  HetNet  deep reinforcement learning  deep-Q-network (DQN)  5G communications  
Networked Knowledge and Complex Networks: An Engineering View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
作者:  Jinhu Lü;  Guanghui Wen;  Ruqian Lu;  Yong Wang;  Songmao Zhang
Adobe PDF(1876Kb)  |  收藏  |  浏览/下载：170/27  |  提交时间：2022/08/01
Complex network  knowledge graph  networked knowledge  neural network  
Spatiotemporal Input Control: Leveraging Temporal Variation in Network Dynamics 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 635-651
作者:  Yihan Lin, Jiawei Sun, Guoqi Li, Gaoxi Xiao, Changyun Wen, Lei Deng, H. Eugene Stanley
Adobe PDF(11820Kb)  |  收藏  |  浏览/下载：168/21  |  提交时间：2022/03/09
Complex network,complex system control theory,complex system optimization,temporal network,time-varying system  
Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 407-436
作者:  Mohamed Amine Ferrag;  Lei Shu;  Othmane Friha;  Xing Yang
Adobe PDF(23596Kb)  |  收藏  |  浏览/下载：175/14  |  提交时间：2022/03/09
Agriculture 4.0  cyber security  intrusion detection system  machine learning approaches  smart agriculture  
Human-in-the-Loop Consensus Control for Nonlinear Multi-Agent Systems With Actuator Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 111-122
作者:  Guohuai Lin;  Hongyi Li;  Hui Ma;  Deyin Yao;  Renquan Lu
Adobe PDF(2700Kb)  |  收藏  |  浏览/下载：247/72  |  提交时间：2021/11/03
Actuator faults  distributed control  human-in-the-loop  neighborhood observer  nonlinear multi-agent systems (MASs)  
Dynamic Event-Triggered Scheduling and Platooning Control Co-Design for Automated Vehicles Over Vehicular Ad-Hoc Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 31-46
作者:  Xiaohua Ge;  Shunyuan Xiao;  Qing-Long Han;  Xian-Ming Zhang;  Derui Ding
Adobe PDF(3804Kb)  |  收藏  |  浏览/下载：271/70  |  提交时间：2021/11/03
Automated vehicles  dynamic event-triggered communication  information flow topology  platooning control  vehicular ad-hoc networks (VANETs)  
A Survey of Underwater Multi-Robot Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 1-18
作者:  Ziye Zhou;  Jincun Liu;  Junzhi Yu
Adobe PDF(1112Kb)  |  收藏  |  浏览/下载：311/114  |  提交时间：2021/11/03
Cooperation  formation control  multi-robot systems (MRS)  taxonomy  underwater robots  underwater tasks