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Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99
作者:
Xiang Jiao
;
Guangxu Zhu
;
Wei Jiang
;
Li Chen
;
Wu Luo
Adobe PDF(7280Kb)
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收藏
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浏览/下载:71/2
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提交时间:2025/02/17
Adversarial machine learning
Contrastive Learning
Convex optimization
Electronic data interchange
Gluing
Resource allocation
Batch sizes
Collaborative modeling
Convergence analysis
Dropout
Federated edge learning
Integrated sensing
Integrated sensing-computation-communication
Learning convergence
Privacy preserving
Resources allocation
A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders
期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 90
作者:
Zhang, Shengjie
;
Chen, Xiang
;
Shen, Xin
;
Ren, Bohan
;
Yu, Ziqi
Adobe PDF(3758Kb)
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收藏
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浏览/下载:306/0
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提交时间:2023/09/22
Brain
Brain mapping
Correlation methods
Diagnosis
Diseases
Electronic data interchange
Graph neural networks
Adversarial graph contrastive learning
Brain regions
Brain-imaging data
Cognitive tests
Functional magnetic resonance imaging
Functional magnetic resonance imaging analyse
Graph neural networks
Human bias
Imaging analysis
Neurodevelopmental disorder
On the Optimality of Data Exchange for Master-Aided Edge Computing Systems
会议论文
IEEE TRANSACTIONS ON COMMUNICATIONS
作者:
Chen, Haoning
;
Long, Junfeng
;
Ma, Shuai
;
Tang, Mingjian
;
Wu, Youlong
Adobe PDF(1653Kb)
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收藏
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浏览/下载:321/0
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提交时间:2023/04/07
Digital storage
Edge computing
Electronic data interchange
Internet of things
Job analysis
Signal encoding
Communication latency
Computational modelling
Computing system
Edge computing
Encodings
Load modeling
Map-reduce
Optimality
Symbol
Task analysis
ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Adobe PDF(3405Kb)
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浏览/下载:693/0
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提交时间:2022/10/14
Brain mapping
Classification (of information)
Computer aided diagnosis
Computer aided instruction
Deep neural networks
Electronic data interchange
Knowledge management
Neurodegenerative diseases
Feature representation
Imaging modality
Learning using privileged information
Metalearning
Performance
Single-modal
Support vector machine plus
Support vectors machine
Target domain
Transfer learning
Optimal DoF region for the asymmetric two-pair MIMO two-way relay channel
会议论文
2016 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2016 - PROCEEDINGS, Washington, DC, United states, December 4, 2016 - December 8, 2016
作者:
Liu, Kangqi
;
Tao, Meixia
;
Yuan, Xiaojun
Adobe PDF(622Kb)
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浏览/下载:146/69
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提交时间:2022/12/09
Codes (symbols)
Network coding
Communication channels (information theory)
Electronic data interchange
Matrix algebra
Transmissions
Electric relays
Degrees of freedom (mechanics)
Coded symbols
Degrees of freedom (DoF) region
Joint designs
MIMO two-way relay channels
Number of datum
Outer bounds
Source nodes
Transmission schemes
MIMO Multiway Relaying with Pairwise Data Exchange: A Degrees of Freedom Perspective
会议论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING
作者:
Wang, Rui
;
Yuan, Xiaojun
Adobe PDF(613Kb)
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收藏
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浏览/下载:132/53
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提交时间:2022/12/09
Network coding
Electric relays
Beamforming
Codes (symbols)
Degrees of freedom (mechanics)
Network layers
Channel coding
Electronic data interchange
MIMO systems
Telecommunication repeaters
Feedback control
Piecewise linear techniques
Efficient implementation
Joint beamforming
Multi-way relaying
Physical layer network coding (PNC)
Piecewise linear
Relay channels
Signal spaces
User number
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