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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  
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)  
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 11, 页码: 1596-1610
作者:  Cai, Yi;  Chen, Xiaoming;  Tian, Lu;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：318/0  |  提交时间：2020/12/10
Artificial neural networks  Nonvolatile memory  Encryption  Computational modeling  Hardware  Non-volatile memory (NVM)  compute-in-memory (CIM)  neural network  security  encryption  
Reinforcement Learning-Based Mobile Offloading for Edge Computing Against Jamming and Interference 期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 卷号: 68, 期号: 10, 页码: 6114-6126
作者:  Xiao, Liang;  Lu, Xiaozhen;  Xu, Tangwei;  Wan, Xiaoyue;  Ji, Wen;  Zhang, Yanyong
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Task analysis  Mobile handsets  Edge computing  Computational modeling  Interference  Energy consumption  Jamming  Mobile offloading  edge computing  interference  jamming  reinforcement learning  
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  
A Deep Learning-Based Framework for Intersectional Traffic Simulation and Editing 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2020, 卷号: 26, 期号: 7, 页码: 2335-2348
作者:  Bi, Huikun;  Mao, Tianlu;  Wang, Zhaoqi;  Deng, Zhigang
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Trajectory  Solid modeling  Computational modeling  Vehicle dynamics  Traffic control  Data models  Deep learning  Traffic simulation  crowd simulation  data-driven  deep learning  intersectional traffic  
Deep Learning Based Drug Screening for Novel Coronavirus 2019-nCov 期刊论文
INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2020, 页码: 9
作者:  Zhang, Haiping;  Saravanan, Konda Mani;  Yang, Yang;  Hossain, Md Tofazzal;  Li, Junxin;  Ren, Xiaohu;  Pan, Yi;  Wei, Yanjie
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Coronavirus  Deep learning  Drug screening  Homology modeling  3C-like protease  
Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 737-748
作者:  Han, Jiayu;  Zheng, Lei;  Xu, Yuanbo;  Zhang, Bangzuo;  Zhuang, Fuzhen;  Yu, Philip S.;  Zuo, Wanli
收藏  |  浏览/下载：66/0  |  提交时间：2020/12/10
Adaptation models  Recommender systems  Feature extraction  Computational modeling  Predictive models  Task analysis  Adaptive systems  Adaptive user preference model  attention factor  convolutional neural network (CNN)  recommendation system  
The Impact of Ferroelectric FETs on Digital and Analog Circuits and Architectures 期刊论文
IEEE DESIGN & TEST, 2020, 卷号: 37, 期号: 1, 页码: 79-99
作者:  Chen, Xiaoming;  Sun, Xiaoyu;  Wang, Panni;  Datta, Suman;  Hu, Xiaobo Sharon;  Yin, Xunzhao;  Jerry, Matthew;  Yu, Shimeng;  Laguna, Ann Franchesca;  Ni, Kai;  Niemier, Michael T.;  Reis, Dayane
收藏  |  浏览/下载：44/0  |  提交时间：2020/12/10
Iron  Transistors  Computer architecture  Switches  Capacitance  Logic gates  Computational modeling  Ferroelectric Field Effect Transistor  FeFET  Negative Capacitance Field Effect Transistor  NCFET  Preisach model  FPGAs  content addressable memories  CAM  TCAM  compute-in-memory  analog synapse  
A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks 期刊论文
IEEE DESIGN & TEST, 2020, 卷号: 37, 期号: 1, 页码: 36-45
作者:  He, Xin;  Yan, Guihai;  Lu, Wenyan;  Zhang, Xuan;  Liu, Ke
收藏  |  浏览/下载：40/0  |  提交时间：2020/12/10
Resilience  Energy consumption  Approximate computing  Collaboration  Computational modeling  Artificial neural networks  Optimization  Neural network  Energy efficient computing  Network pruning  Approximate computing