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Approximate data mapping in refresh-free DRAM for energy-efficient computing in modern mobile systems 期刊论文
COMPUTER COMMUNICATIONS, 2024, 卷号: 216, 页码: 151-158
作者:  Li, Sen;  Jin, Hui;  Gao, Yingke;  Wang, Ying;  Dai, Shuhong;  Xu, Yongjun;  Cheng, Long
收藏  |  浏览/下载：18/0  |  提交时间：2024/05/20
DRAM  Refresh  Approximate computing  Energy efficiency  Mobile communication systems  
Optimizing Training Efficiency and Cost of Hierarchical Federated Learning in Heterogeneous Mobile-Edge Cloud Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1518-1531
作者:  Cui, Yangguang;  Cao, Kun;  Zhou, Junlong;  Wei, Tongquan
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Training  Servers  Cloud computing  Delays  Costs  Computational modeling  Prototypes  Device frequency determination  federated learning (FL)  high efficiency  low cost  mobile-edge cloud computing (MECC)  user selection  
Hardware-software co-exploration with racetrack memory based in-memory computing for CNN inference in embedded systems 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 128, 页码: 20
作者:  Choong, Benjamin Chen Ming;  Luo, Tao;  Liu, Cheng;  He, Bingsheng;  Zhang, Wei;  Zhou, Joey Tianyi
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Artificial intelligence  Hardware-software co-design  Deep learning  Embedded systems  Emerging memory  
CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 7, 页码: 1626-1639
作者:  Zou, Kaiwei;  Wang, Ying;  Cheng, Long;  Qu, Songyun;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：34/0  |  提交时间：2022/12/07
Kernel  Computer architecture  Multicore processing  Deep learning  System-on-chip  Parallel processing  Real-time systems  Neural networks  parallel processing  real-time and embedded systems  single-chip multiprocessors  reinforcement learning  structured sparsity  
Multiserver configuration for cloud service profit maximization in the presence of soft errors based on grouped grey wolf optimizer 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 127, 页码: 12
作者:  Cong, Peijin;  Hou, Xiangpeng;  Zou, Minhui;  Dong, Jiangshan;  Chen, Mingsong;  Zhou, Junlong
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Cloud computing  Multiserver configuration  Deadline miss rate  Soft error reliability  Profit  
A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 3, 页码: 1657-1661
作者:  He, Zhen;  Shi, Cong;  Wang, Tengxiao;  Wang, Ying;  Tian, Min;  Zhou, Xichuan;  Li, Ping;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Neurons  Hardware  System-on-chip  Costs  Training  Field programmable gate arrays  Computational modeling  Neuromorphic computing  spiking neural network  extreme learning machine  spike-timing-dependent plasticity  reward-modulated  on-chip learning  
Application-Oriented Data Migration to Accelerate In-Memory Database on Hybrid Memory 期刊论文
MICROMACHINES, 2022, 卷号: 13, 期号: 1, 页码: 13
作者:  Zhao, Wenze;  Du, Yajuan;  Zhang, Mingzhe;  Liu, Mingyang;  Jin, Kailun;  Ausavarungnirun, Rachata
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
in-memory database  hybrid memory  data migration  
Oops! It's Too Late. Your Autonomous Driving System Needs a Faster Middleware 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 4, 页码: 7301-7308
作者:  Wu, Tianze;  Wu, Baofu;  Wang, Sa;  Liu, Liangkai;  Liu, Shaoshan;  Bao, Yungang;  Shi, Weisong
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Embedded systems for robotic and automation  software architecture for robotic and automation  distributed robot systems  
LOPE: A Low-Overhead Payment Verification Method for Blockchains 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2021, 卷号: 30, 期号: 2, 页码: 349-358
作者:  Ying Zhang;  Zhengyuan He;  Linpeng Jia;  Donghui Ding;  Hanwen Zhang;  Yi Sun
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
Blockchain  Light client  Low‐  overhead  Payment verification  
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4791-4804
作者:  Lan, Yazhu;  Nixon, Kent W.;  Guo, Qingli;  Zhang, Guohe;  Xu, Yuanchao;  Li, Hai;  Chen, Yiran
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
Perturbation methods  Computational modeling  Data integrity  Detectors  Optimization  Field programmable gate arrays  Hardware  Adversarial attacks  confidence detection  deep neural networks (DNNs)  FPGA-based hardware architecture  sensor pattern noise (SPN)