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Spiking Generative Models Based on Variational Autoencoder and Adversarial Training
会议论文
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Hyderabad, 6-11 April 2025
作者:
Zhang, Wenchuan
;
Zhang, Jie
;
Hou, Ricky Yuen Tan
;
Su, Weifeng
;
Fan, Wentao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2025/07/15
Adversarial Training
Conditional Generation
Image Generation
Spiking Neural Networks
Variational Autoencoder
Enhancing Collaborative Inference on Heterogeneous Edge Devices via Adaptive Ensemble Knowledge Distillation
期刊论文
IEEE Journal on Selected Areas in Communications,2025
作者:
Wu, Shangrui
;
Li, Yupeng
;
Wang, Wenhua
;
Guo, Jianxiong
;
Fan, Wentao
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/07/15
Deep Neural Networks
Edge Computing
Ensemble Learning
Industrial Internet of Things
DNN acceleration in vehicle edge computing with mobility-awareness: A synergistic vehicle–edge and edge–edge framework
期刊论文
Computer Networks,2024, 卷号: 251
作者:
Zheng, Yuxin
;
Cui, Lin
;
Tso, Fung Po
;
Li, Zhetao
;
Jia, Weijia
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2024/09/04
Deep neural networks
Task partitioning
Vehicular edge computing
Failure-Informed Adaptive Sampling for PINNs, Part II: Combining with Re-sampling and Subset Simulation
期刊论文
Communications on Applied Mathematics and Computation,2024, 卷号: 6, 期号: 3, 页码: 1720-1741
作者:
Gao, Zhiwei
;
Tang, Tao
;
Yan, Liang
;
Zhou, Tao
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2024/09/04
35R30
65K10
68T20
Adaptive sampling
Failure probability
Physic-informed neural networks (PINNs)
Excitatory and inhibitory neuronal synapse unit: A novel recurrent cell for time series prediction
期刊论文
Neurocomputing,2024, 卷号: 594
作者:
Wang, Luo Chao
;
Lee, Raymond S.T.
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/09/04
Chaotic Neural Networks
Excitatory and Inhibitory Neuronal Synapse Unit
Neuroscience
Recurrent Neural Networks
Time Series Prediction
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning
期刊论文
IEEE Transactions on Computational Social Systems,2024, 卷号: 11, 期号: 2, 页码: 2210-2221
作者:
Chen, Tiantian
;
Yan, Siwen
;
Guo, Jianxiong
;
Wu, Weili
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2024/05/07
Deep reinforcement learning (DRL)
generalization
graph neural networks (GNNs)
influence maximization (IM)
social network
Fault-Tolerant State Estimation for Markov Jump Neural Networks With Time-Varying Delays
期刊论文
IEEE Transactions on Circuits and Systems II: Express Briefs,2024, 卷号: 71, 期号: 4, 页码: 2114-2118
作者:
Lin, Wen Juan
;
Tan, Guoqiang
;
Wang, Qing Guo
;
Yu, Jinpeng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/05/07
fault-tolerant state estimation
Lyapunov-Krasovskii functional
Markov jump neural networks
time-varying delays
Spiking generative networks empowered by multiple dynamic experts for lifelong learning
期刊论文
Expert Systems with Applications,2024, 卷号: 238
作者:
Zhang, Jie
;
Fan, Wentao
;
Liu, Xin
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2024/03/12
Dynamic network architecture
Image classification
Image generation
Lifelong learning
Spiking neural networks
Integrating teletraffic theory with neural networks for quality-of-service evaluation in mobile networks
期刊论文
Applied Soft Computing,2024, 卷号: 152
作者:
Chan, Yinchi
;
Wu, Jingjin
;
Wong, Eric W.M.
;
Leung, Chi Sing
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/03/12
Cellular networks
Neural networks
Overflow loss systems
Quality of service
Teletraffic
Drug-Target Interactions Prediction Based on Signed Heterogeneous Graph Neural Networks
期刊论文
Chinese Journal of Electronics,2024, 卷号: 33, 期号: 1, 页码: 231-244
作者:
Chen, Ming
;
Jiang, Yajian
;
Lei, Xiujuan
;
Pan, Yi
;
Ji, Chunyan
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/03/12
Drug-target interactions
Graph neural networks
Link sign prediction
Signed heterogeneous network