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A 512-nW 0.003-mm2 Forward-Forward Black Box Trainer for an Analog Voice Activity Detector in 28-nm CMOS
Journal article
LI JUNDE, XIN GUOQIANG, YU WEI HAN, UN KA FAI, RUI P MARTINS, MAK PUI IN. A 512-nW 0.003-mm2 Forward-Forward Black Box Trainer for an Analog Voice Activity Detector in 28-nm CMOS[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2024, 71(11), 4703-4707.
Authors:
LI JUNDE
;
XIN GUOQIANG
;
YU WEI HAN
;
UN KA FAI
;
RUI P MARTINS
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
4.0
/
3.7
|
Submit date:2024/08/29
Voice Activity Detection
Convolution Neural Network
Edge Learning
Forward-forward Algorithm
Black Box Training
Back Propagation
Joint Optimization of Model Partition and Resource Allocation for Split Federated Learning over Vehicular Edge Networks
Journal article
Wu Maoqiang, Yang Ruibin, Huang Xumin, Wu Yuan, Kang Jiawen, Xie Shengli. Joint Optimization of Model Partition and Resource Allocation for Split Federated Learning over Vehicular Edge Networks[J]. IEEE Transactions on Vehicular Technology, 2024, 73(10), 15860-15865.
Authors:
Wu Maoqiang
;
Yang Ruibin
;
Huang Xumin
;
Wu Yuan
;
Kang Jiawen
; et al.
Favorite
|
TC[WOS]:
2
TC[Scopus]:
3
IF:
6.1
/
6.5
|
Submit date:2024/06/05
Split Federated Learning
Model Partition
Resource Allocation
Vehicular Edge Networks
A Two-stage Deep Reinforcement Learning Framework for MEC-enabled Adaptive 360-Degree Video Streaming
Journal article
Bi Suzhi, Chen Haoguo, Li Xian, Wang Shuoyao, Wu Yuan, Qian Liping. A Two-stage Deep Reinforcement Learning Framework for MEC-enabled Adaptive 360-Degree Video Streaming[J]. IEEE Transactions on Mobile Computing, 2024, 1-17.
Authors:
Bi Suzhi
;
Chen Haoguo
;
Li Xian
;
Wang Shuoyao
;
Wu Yuan
; et al.
Favorite
|
TC[Scopus]:
1
IF:
7.7
/
6.5
|
Submit date:2024/08/26
Accuracy
Adaptive Streaming
Bit Rate
Deep Reinforcement Learning
Multi-access Edge Computing
Quality Of Experience
Quality Of Experience
Real-time Systems
Resists
Streaming Media
Wireless Communication
Joint Participant and Learning Topology Selection for Federated Learning in Edge Clouds
Journal article
Wei, Xinliang, Ye, Kejiang, Shi, Xinghua, Xu, Cheng Zhong, Wang, Yu. Joint Participant and Learning Topology Selection for Federated Learning in Edge Clouds[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(8), 1456-1468.
Authors:
Wei, Xinliang
;
Ye, Kejiang
;
Shi, Xinghua
;
Xu, Cheng Zhong
;
Wang, Yu
Favorite
|
TC[WOS]:
0
TC[Scopus]:
1
IF:
5.6
/
4.5
|
Submit date:2024/07/04
Edge Computing
Federated Learning
Learning Topology
Participant Selection
A Delta-Sigma-Based Computing-In-Memory Macro Targeting Edge Computation
Conference paper
ZHANG RAN, UN KA FAI, GUO MINGQIANG, QI LIANG, XU DENGKE, ZHAO WEIBING, RUI P. MARTINS, FRANCO MALOBERTI, SIN SAI WENG. A Delta-Sigma-Based Computing-In-Memory Macro Targeting Edge Computation[C]:IEEE, 2024.
Authors:
ZHANG RAN
;
UN KA FAI
;
GUO MINGQIANG
;
QI LIANG
;
XU DENGKE
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2024/08/19
Machine Learning
Edge Computation
Computing-in-memory
Delta-sigma Converter
Floating Inverter Amplifier
Broadband Digital Over-the-Air Computation for Wireless Federated Edge Learning
Journal article
You, Lizhao, Zhao, Xinbo, Cao, Rui, Shao, Yulin, Fu, Liqun. Broadband Digital Over-the-Air Computation for Wireless Federated Edge Learning[J]. IEEE Transactions on Mobile Computing, 2024, 23(5), 5212 - 5228.
Authors:
You, Lizhao
;
Zhao, Xinbo
;
Cao, Rui
;
Shao, Yulin
;
Fu, Liqun
Favorite
|
TC[WOS]:
4
TC[Scopus]:
5
IF:
7.7
/
6.5
|
Submit date:2024/02/23
Atmospheric Modeling
Channel Codes
Data Models
Decoding
Federated Edge Learning
Multiple Access
Ofdm
Over-the-air Computation
Real-time Implementation
Real-time Systems
Servers
Symbols
Joint Resource Overbooking and Container Scheduling in Edge Computing
Journal article
Tang Zhiqing, Mou Fangyi, Lou Jiong, Jia Weijia, Wu Yuan, Zhao Wei. Joint Resource Overbooking and Container Scheduling in Edge Computing[J]. IEEE Transactions on Mobile Computing, 2024, 23(12), 10903 - 10917.
Authors:
Tang Zhiqing
;
Mou Fangyi
;
Lou Jiong
;
Jia Weijia
;
Wu Yuan
; et al.
Favorite
|
TC[Scopus]:
1
IF:
7.7
/
6.5
|
Submit date:2024/05/16
Container Scheduling
Edge Computing
Resource Overbooking
Soft Actor-critic Reinforcement Learning
Joint Channel Estimation and Reinforcement-Learning-Based Resource Allocation of Intelligent-Reflecting-Surface-Aided Multicell Mobile Edge Computing
Journal article
Xu Wenhan, Yu Jiadong, Wu Yuan, Tsang Danny Hin Kwok. Joint Channel Estimation and Reinforcement-Learning-Based Resource Allocation of Intelligent-Reflecting-Surface-Aided Multicell Mobile Edge Computing[J]. IEEE Internet of Things Journal, 2024, 11(7), 11862-11875.
Authors:
Xu Wenhan
;
Yu Jiadong
;
Wu Yuan
;
Tsang Danny Hin Kwok
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
8.2
/
9.0
|
Submit date:2024/05/02
Channel Estimate
Intelligent Reflecting Surface (Irs)
Mobile Edge Computation
Multicell Networks
Proximal Policy Optimization (Ppo)
Reinforcement Learning (Rl)
Denoising Noisy Neural Networks: A Bayesian Approach with Compensation
Journal article
Shao,Yulin, Liew,Soung Chang, Gunduz,Deniz. Denoising Noisy Neural Networks: A Bayesian Approach with Compensation[J]. IEEE Transactions on Signal Processing, 2023, 71, 2460 - 2474.
Authors:
Shao,Yulin
;
Liew,Soung Chang
;
Gunduz,Deniz
Favorite
|
TC[WOS]:
2
TC[Scopus]:
4
IF:
4.6
/
5.2
|
Submit date:2023/08/03
Denoiser
Estimation
Federated Edge Learning
Maximum Likelihood Estimation
Neural Networks
Noise Measurement
Noise Reduction
Noisy Neural Network
Training
Wireless Communication
Wireless Transmission Of Neural Networks
AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices
Conference paper
Li Peichun, Cheng Guoliang, Huang Xumin, Kang Jiawen, Yu Rong, Wu Yuan, Pan Miao. AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices[C]:Institute of Electrical and Electronics Engineers Inc., 2023.
Authors:
Li Peichun
;
Cheng Guoliang
;
Huang Xumin
;
Kang Jiawen
;
Yu Rong
; et al.
Favorite
|
TC[Scopus]:
6
|
Submit date:2023/08/29
Federated Learning
Edge Intelligence
Mobile Computing
Resource Management