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A visual cortex-inspired edge neuromorphic hardware architecture with on-chip multi-layer STDP learning 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2024, 卷号: 120, 页码: 17
作者:  He, Junxian;  Tian, Min;  Jiang, Ying;  Wang, Haibing;  Wang, Tengxiao;  Zhou, Xichuan;  Liu, Liyuan;  Wu, Nanjian;  Wang, Ying;  Shi, Cong
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Neuromorphic  Convolutional neuronal network  Spiking neural network  HMAX  STDP  On-chip learning  
DeepFusion: A deep bimodal information fusion network for unraveling protein-RNA interactions using in vivo RNA structures 期刊论文
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2024, 卷号: 23, 页码: 617-625
作者:  Qiao, Yixuan;  Yang, Rui;  Liu, Yang;  Chen, Jiaxin;  Zhao, Lianhe;  Huo, Peipei;  Wang, Zhihao;  Bu, Dechao;  Wu, Yang;  Zhao, Yi
收藏  |  浏览/下载：16/0  |  提交时间：2024/05/20
Information fusion  Deep learning  RNA -binding proteins  In vivo RNA structures  Motifs  
FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency  
MRDPDA: A multi-Laplacian regularized deepFM model for predicting piRNA-disease associations 期刊论文
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2024, 卷号: 28, 期号: 17, 页码: 13
作者:  Liu, Yajun;  Zhang, Fan;  Ding, Yulian;  Fei, Rong;  Li, Junhuai;  Wu, Fang-Xiang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
DeepFM  Laplacian regularized  piRNA  piRNA-disease association  
Efficient pyramid channel attention network for pathological myopia recognition with pretraining-and-finetuning 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2024, 卷号: 154, 页码: 12
作者:  Zhang, Xiaoqing;  Zhao, Jilu;  Li, Yan;  Wu, Hao;  Zhou, Xiangtian;  Liu, Jiang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Pathological myopia recognition  Efficient pyramid channel attention  Adapter  Pretraining-and-finetuning  
Tyche: An Efficient and General Prefetcher for Indirect Memory Accesses 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 2, 页码: 26
作者:  Xue, Feng;  Han, Chenji;  Li, Xinyu;  Wu, Junliang;  Zhang, Tingting;  Liu, Tianyi;  Hao, Yifan;  Du, Zidong;  Guo, Qi;  Zhang, Fuxin
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Data prefetching  hardware prefetching  indirect memory accesses  microarchitecture  
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 952-966
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Jiang, Xuefeng;  Gao, Bo
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Computational modeling  Data models  Training  Servers  Multitasking  Adaptation models  Optimization  Distributed optimization  federated learning  knowledge distillation  multi-access edge computing  multi-task learning  
An Instruction Inflation Analyzing Framework for Dynamic Binary Translators 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 2, 页码: 25
作者:  Xie, Benyi;  Yan, Yue;  Yan, Chenghao;  Tao, Sicheng;  Zhang, Zhuangzhuang;  Li, Xinyu;  Lan, Yanzhi;  Wu, Xiang;  Liu, Tianyi;  Zhang, Tingting;  Zhang, Fuxin
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Dynamic binary translation  translation inflation  overhead analysis  
Deep Adaptive Graph Clustering via von Mises-Fisher Distributions 期刊论文
ACM TRANSACTIONS ON THE WEB, 2024, 卷号: 18, 期号: 2, 页码: 21
作者:  Wang, Pengfei;  Wu, Daqing;  Chen, Chong;  Liu, Kunpeng;  Fu, Yanjie;  Huang, Jianqiang;  Zhou, Yuanchun;  Zhan, Jianfeng;  Hua, Xiansheng
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Graph embedding  graph clustering  vMF  
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Zhang, Junbo;  Li, Zeju;  Liu, Qingxiang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Federated learning  knowledge distillation  proxy-data-free  model heterogeneity