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Learning salient features to prevent model drift for correlation tracking 期刊论文
NEUROCOMPUTING, 2020, 卷号: 418, 页码: 1-10
作者:  Zhang, Yu;  Gao, Xingyu;  Chen, Zhenyu;  Zhong, Huicai;  Li, Liang;  Yan, Chenggang;  Shen, Tao
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Salient features  Drift prevention  Correlation tracking  
Swallow: A Versatile Accelerator for Sparse Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4881-4893
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Xu, Haobo
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/01
Accelerator  convolutional (Conv) layers  fully connected (FC) layers  sparse neural networks (SNNs)  
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：41/0  |  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)  
A Guaranteed Secure Scan Design Based on Test Data Obfuscation by Cryptographic Hash 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4524-4536
作者:  Cui, Aijiao;  Li, Mengyang;  Qu, Gang;  Li, Huawei
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Ciphers  Encryption  Integrated circuits  Side-channel attacks  Testing  Cryptographic hash function  obfuscation logic  scan design  scan-based side-channel attack  
An efficient dataflow accelerator for scientific applications 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 卷号: 112, 页码: 580-588
作者:  Ye, Xiaochun;  Tan, Xu;  Wu, Meng;  Feng, Yujing;  Wang, Da;  Zhang, Hao;  Pei, Songwen;  Fan, Dongrui
收藏  |  浏览/下载：219/0  |  提交时间：2020/12/10
Dataflow architecture  Scientific computing  Instruction level parallelism  
Evaluating and analyzing the energy efficiency of CNN inference on high-performance GPU 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 26
作者:  Yao, Chunrong;  Liu, Wantao;  Tang, Weiqing;  Guo, Jinrong;  Hu, Songlin;  Lu, Yijun;  Jiang, Wei
收藏  |  浏览/下载：58/0  |  提交时间：2020/12/10
CNNs  energy efficiency  high-performance GPU  inference  
Space-address decoupled scratchpad memory management for neural network accelerators 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 13
作者:  Zhang, Zhenxing;  Sun, Shiyan;  Chen, Xunyu;  Zhi, Tian;  Guo, Qi;  Chen, Yunji
收藏  |  浏览/下载：63/0  |  提交时间：2020/12/10
deep neural network  memory management  scratchpad memory  
Cascaded Write Amplification of LSM-tree-based Key-Value Stores underlying Solid-State Disks 期刊论文
MICROPROCESSORS AND MICROSYSTEMS, 2020, 卷号: 78, 页码: 16
作者:  Sun, Hui;  Dai, Shangshang;  Huang, Jianzhong
收藏  |  浏览/下载：57/0  |  提交时间：2020/12/10
Log-structured merge tree  Write amplification  Solid state disks  Key-value stores  
SHREC 2020: Classification in cryo-electron tomograms 期刊论文
COMPUTERS & GRAPHICS-UK, 2020, 卷号: 91, 页码: 279-289
作者:  Gubins, Ilja;  Chaillet, Marten L.;  van der Schot, Gijs;  Veltkamp, Remco C.;  Forster, Friedrich;  Hao, Yu;  Wan, Xiaohua;  Cui, Xuefeng;  Zhang, Fa;  Moebel, Emmanuel;  Wang, Xiao;  Kihara, Daisuke;  Zeng, Xiangrui;  Xu, Min;  Nguyen, Nguyen P.;  White, Tommi;  Bunyak, Filiz
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
Cryo-electron tomography  Computer vision  Pattern recognition  Protein classification  Benchmark  
Architecting Effectual Computation for Machine Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 10, 页码: 2654-2667
作者:  Lu, Hang;  Zhang, Mingzhe;  Han, Yinhe;  Wang, Qi;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：88/0  |  提交时间：2020/12/10
Computational modeling  Throughput  Adders  Machine learning  Acceleration  Kernel  Computational efficiency  Accelerator architectures  neural network hardware  multiplying circuits