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：5/0  |  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
	29-Billion Atoms Molecular Dynamics Simulation With Ab Initio Accuracy on 35 Million Cores of New Sunway Supercomputer 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 5, 页码: 1634-1648 作者:  Wang, Xun;  Meng, Xiangyu;  Guo, Zhuoqiang;  Li, Mingzhen;  Liu, Lijun;  Li, Mingfan;  Xiao, Qian;  Zhao, Tong;  Sun, Ninghui;  Tan, Guangming;  Jia, Weile 收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25 Atoms  Accuracy  Supercomputers  Optimization  Artificial neural networks  Force  Training  Fitting  Predictive models  Nuclear power generation  High Performance Computing  Molecular Dynamics  DeePMD  Parallel Optimization  New Sunway Supercomputer
	Toward Superconducting Neuromorphic Computing Using Single-Flux-Quantum Circuits 期刊论文 IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2025, 卷号: 35, 期号: 3, 页码: 14 作者:  Liu, Zeshi;  Chen, Shuo;  Qu, Peiyao;  Tang, Guangming;  You, Haihang 收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25 Circuits  Superconducting transmission lines  Superconducting logic circuits  Superconducting integrated circuits  Neuromorphic engineering  Neurons  Computational modeling  Integrated circuit modeling  Artificial intelligence  Logic  Neuromorphic computing  single-flux-quantum (SFQ)  spiking neural network (SNN)  superconducting computing  superconducting integrated circuit
	Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey 期刊论文 IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2024, 卷号: 9, 期号: 6, 页码: 830-847 作者:  Cheng, Long;  Gu, Yan;  Liu, Qingzhi;  Yang, Lei;  Liu, Cheng;  Wang, Ying 收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25 Computational modeling  Hardware  Artificial neural networks  Optimization  Internet of Things  Adaptation models  Data models  AIoT devices  DNN inference  model compression  parallel computing  performance optimization  survey
	Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408 作者:  Jin, Guangyin;  Liang, Yuxuan;  Fang, Yuchen;  Shao, Zezhi;  Huang, Jincai;  Zhang, Junbo;  Zheng, Yu 收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06 Surveys  Task analysis  Time series analysis  Transportation  Topology  Graph neural networks  Deep learning  predictive learning  spatio-temporal data mining  time series  urban computing
	ADS-CNN: Adaptive Dataflow Scheduling for lightweight CNN accelerator on FPGAs 期刊论文 FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 卷号: 158, 页码: 138-149 作者:  Wan, Yi;  Xie, Xianzhong;  Chen, Junfan;  Xie, Kunpeng;  Yi, Dezhi;  Lu, Ye;  Gai, Keke 收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06 Lightweight convolutional neural networks  FPGA  Accelerator  Adaptive dataflow  Unified computing engine  Tiling strategy
	GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion 期刊论文 ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 23 作者:  Huang, Wuliang;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Chen, Qian 收藏  |  浏览/下载：26/0  |  提交时间：2024/05/20 Multimodal  physiological signal  graph neural network  emotion state recognition  ubiquitous computing
	Dadu-SV: Accelerate Stereo Vision Processing on NPU 期刊论文 IEEE EMBEDDED SYSTEMS LETTERS, 2022, 卷号: 14, 期号: 4, 页码: 191-194 作者:  Min, Feng;  Wang, Ying;  Xu, Haobo;  Huang, Junpei;  Wang, Yujie;  Zou, Xingqi;  Lu, Meixuan;  Han, Yinhe 收藏  |  浏览/下载：38/0  |  提交时间：2023/07/12 Hardware acceleration  neural computing  neural processing unit (NPU)  semiglobal matching (SGM)  stereo vision
	HyCA: A Hybrid Computing Architecture for Fault-Tolerant Deep Learning 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 10, 页码: 3400-3413 作者:  Liu, Cheng;  Chu, Cheng;  Xu, Dawen;  Wang, Ying;  Wang, Qianlong;  Li, Huawei;  Li, Xiaowei;  Cheng, Kwang-Ting 收藏  |  浏览/下载：52/0  |  提交时间：2022/12/07 Circuit faults  Computational modeling  Deep learning  Hardware  Redundancy  Neural networks  Computer architecture  Deep learning accelerator (DLA)  fault detection  fault tolerance  hybrid computing architecture (HyCA)
	Fast and High-Accuracy Approximate MAC Unit Design for CNN Computing 期刊论文 IEEE EMBEDDED SYSTEMS LETTERS, 2022, 卷号: 14, 期号: 3, 页码: 155-158 作者:  Xiao, Hang;  Xu, Haobo;  Chen, Xiaoming;  Wang, Yujie;  Han, Yinhe 收藏  |  浏览/下载：55/0  |  提交时间：2022/12/07 Approximate computing  convolution neural network  multiply and accumulate (MAC)