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自动化研究所 [14]
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期刊论文 [56]
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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:
M. Victoria Luzón
;
Nuria Rodríguez-Barroso
;
Alberto Argente-Garrido
;
Daniel Jiménez-López
;
Jose M. Moyano
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/18
Data privacy
distributed machine learning
federated learning
software frameworks
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
A compliant leg design combining pantograph structure with leaf springs
期刊论文
ROBOTICA, 2023, 页码: 15
作者:
Wang, Boxing
;
Zhang, Kunting
;
Ma, Xueyan
;
Jia, Lihao
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  |  
浏览/下载:0/0
  |  
提交时间:2023/12/21
legged robots
biomimetic robots
design
bipeds
humanoid robots
Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting
期刊论文
DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 卷号: 9, 期号: 5, 页码: 1221-1229
作者:
Zhang, Weishan
;
Chen, Xiao
;
He, Ke
;
Chen, Leiming
;
Xu, Liang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/22
Photovoltaic power forecasting
Federated learning
Edge computing
CNN-LSTM
City 5.0: Towards Spatial Symbiotic Intelligence via DAOs and Parallel Systems
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 7, 页码: 3767-3770
作者:
Lin, Yilun
;
Hu, Wei
;
Chen, Xi
;
Li, Shuang
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/17
City 5.0
DAOs
Parallel System
Spatial Symbiotic Intelligence
Federated Learning with Privacy-preserving and Model IP-right-protection
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
作者:
Qiang Yang
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  |  
浏览/下载:13/0
  |  
提交时间:2023/01/18
Federated learning
privacy-preserving machine learning
security
decentralized learning
intellectual property protection
DeSci Based on Web3 and DAO: A Comprehensive Overview and Reference Model
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 卷号: 9, 期号: 5, 页码: 1563-1573
作者:
Ding, Wenwen
;
Hou, Jiachen
;
Li, Juanjuan
;
Guo, Chao
;
Qin, Jirong
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  |  
浏览/下载:22/0
  |  
提交时间:2022/11/14
Analytical models
Systematics
Protocols
Decentralized autonomous organization
Computational modeling
Education
Computer architecture
CPSS
DAO
decentralized autonomous operations
decentralized autonomous organizations
decentralized funding
decentralized science
DeSci
metaverses
parallel DeSci
parallel intelligence
Web3
Learning Markets: An AI Collaboration Framework Based on Blockchain and Smart Contracts
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 16, 页码: 14273-14286
作者:
Ouyang, Liwei
;
Yuan, Yong
;
Wang, Fei-Yue
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  |  
浏览/下载:44/0
  |  
提交时间:2022/09/19
Collaboration
Artificial intelligence
Data models
Computational modeling
Smart contracts
Blockchain
Distributed databases
Artificial intelligence (AI) collaboration
blockchain
ensemble learning
federated learning (FL)
smart contracts
VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Wei, Qinglai
;
Li, Yugu
;
Zhang, Jie
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/07/25
Mathematical models
Task analysis
Games
Q-learning
Neural networks
Behavioral sciences
Training
Deep learning
graph attention networks (GATs)
multiagent systems
reinforcement learning
FedFV: federated face verification via equivalent class embeddings
期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 11
作者:
Liu, Lingyun
;
Zhang, Yifan
;
Gao, Haoyuan
;
Yu, Xingtao
;
Cheng, Jian
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/06/10
Equivalent class embeddings
Federated learning
Face recognition
Deep learning
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