中国科学院计算技术研究所机构知识库

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	Functional Testing and Repair for ReRAM-Based Deep-Learning Accelerators 期刊论文 IEEE DESIGN & TEST, 2025, 卷号: 42, 期号: 3, 页码: 66-73 作者:  Li, Wen;  Wang, Ying;  Li, Huawei;  Li, Xiaowei;  Zou, Kaiwei 收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25 Accuracy  Fault tolerant systems  Fault tolerance  Deep learning  Image edge detection  Fault detection  Computational modeling  Training  Reliability  Hafnium  Deep Neural Network  ReRAM  Functional Test  Computing-in-Memory
	Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305 作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi 收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25 Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting
	CPU-GPU Cooperative QoS Optimization of Personalized Digital Healthcare Using Machine Learning and Swarm Intelligence 期刊论文 IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 4, 页码: 521-533 作者:  Cao, Kun;  Cui, Yangguang;  Li, Liying;  Zhou, Junlong;  Hu, Shiyan 收藏  |  浏览/下载：13/0  |  提交时间：2024/12/06 Electronic healthcare  Quality of service  Graphics processing units  Central Processing Unit  Reliability  Machine learning  Estimation  CPU-GPU MPSoCs  machine learning  lifetime reliability  personalized digital healthcare  swarm intelligence
	Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems 期刊论文 IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2024, 卷号: 9, 期号: 3, 页码: 271-282 作者:  Cong, Peijin;  Zhou, Junlong;  Jiang, Weiming;  Chen, Mingsong;  Hu, Shiyan;  Li, Keqin 收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06 Reliability  Real-time systems  Network systems  Internet of Things  Computer network reliability  Accidents  Transient analysis  Cyber-physical systems (CPSs)  hazard-aware CPSs  reliability  real-time messages  sustainability
	MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing 期刊论文 IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2024, 页码: 11 作者:  Huang, Haitong;  Liu, Cheng;  Xue, Xinghua;  Liu, Bo;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：31/0  |  提交时间：2024/05/20 Biological neural networks  Hardware  Reliability  Computational modeling  Neural networks  Fault tolerant systems  Fault tolerance  Fault evaluation  fault injection  fault simulation  multiresolution  neural network reliability
	ApproxDup: Developing an Approximate Instruction Duplication Mechanism for Efficient SDC Detection in GPGPUs 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 4, 页码: 1051-1064 作者:  Wei, Xiaohui;  Jiang, Nan;  Yue, Hengshan;  Wang, Xiaonan;  Zhao, Jianpeng;  Li, Guangli;  Qiu, Meikang 收藏  |  浏览/下载：25/0  |  提交时间：2024/05/20 Instruction sets  Reliability  Resilience  Circuit faults  Registers  Kernel  Graphics processing units  Approximate computing  GPGPUs  instruction duplication  silent data corruptions (SDCs)  soft error
	Learning-Based Cloud Server Configuration for Energy Minimization Under Reliability Constraint 期刊论文 IEEE TRANSACTIONS ON RELIABILITY, 2024, 卷号: 73, 期号: 1, 页码: 203-215 作者:  Cong, Peijin;  Zhou, Junlong;  Wang, Jiali;  Wu, Zebin;  Hu, Shiyan 收藏  |  浏览/下载：12/0  |  提交时间：2024/12/06 Servers  Cloud computing  Reliability  Energy consumption  Quality of service  Transient analysis  Task analysis  Cloud service  energy efficiency  multiserver  reinforcement learning  reliability
	Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance 期刊论文 IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 11, 页码: 1763-1773 作者:  Xue, Xinghua;  Liu, Cheng;  Liu, Bo;  Huang, Haitong;  Wang, Ying;  Luo, Tao;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：29/0  |  提交时间：2024/05/20 Fault tolerant systems  Fault tolerance  Artificial neural networks  Convolution  Reliability  Computational modeling  Neurons  Fault-tolerance  soft errors  vulnerability analysis  winograd convolution (WG-Conv)
	Statistical Modeling of Soft Error Influence on Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4152-4163 作者:  Huang, Haitong;  Xue, Xinghua;  Liu, Cheng;  Wang, Ying;  Luo, Tao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：28/0  |  提交时间：2024/05/20 Fault analysis  fault simulation  neural network (NN) reliability  statistical fault modeling
	Variation Enhanced Attacks Against RRAM-Based Neuromorphic Computing System 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1588-1596 作者:  Lv, Hao;  Li, Bing;  Zhang, Lei;  Liu, Cheng;  Wang, Ying 收藏  |  浏览/下载：28/0  |  提交时间：2023/12/04 Security  Hardware  Neuromorphic engineering  Computational modeling  Circuit faults  Resistance  Immune system  Adversarial attack  fault injection attack  neuromorphic computing system (NCS)  processing in memory  reliability  resistive memory