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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 Spatial-Temporal Positioning Algorithm Using Residual Network and LSTM 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 11, 页码: 9251-9261
作者:  Wang, Rongrong;  Luo, Haiyong;  Wang, Qu;  Li, Zhaohui;  Zhao, Fang;  Huang, Jingyu
收藏  |  浏览/下载：142/0  |  提交时间：2020/12/10
Wireless fidelity  Feature extraction  Fingerprint recognition  Residual neural networks  Deep learning  Robustness  Degradation  Convolutional neural network (CNN)  indoor positioning  long short-term memory (LSTM)  residual network  spatial-temporal  
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 11, 页码: 3614-3626
作者:  Li, Guangli;  Ma, Xiu;  Wang, Xueying;  Liu, Lei;  Xue, Jingling;  Feng, Xiaobing
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Deep learning system  edge intelligence  model compression and acceleration  neural networks  
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering 期刊论文
NEURAL PROCESSING LETTERS, 2020, 页码: 16
作者:  Zhu, Xiaofei;  Do, Khoi Duy;  Guo, Jiafeng;  Xu, Jun;  Dietze, Stefan
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Deep neural networks  Stacked autoencoder  Manifold constraint  Clustering  
Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 968-985
作者:  Zeng, Xi;  Zhi, Tian;  Zhou, Xuda;  Du, Zidong;  Guo, Qi;  Liu, Shaoli;  Wang, Bingrui;  Wen, Yuanbo;  Wang, Chao;  Zhou, Xuehai;  Li, Ling;  Chen, Tianshi;  Sun, Ninghui;  Chen, Yunji
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Accelerator  architecture  deep neural networks  sparsity  
TNAM: A tag-aware neural attention model for Top-N recommendation 期刊论文
NEUROCOMPUTING, 2020, 卷号: 385, 页码: 1-12
作者:  Huang, Ruoran;  Wang, Nian;  Han, Chuanqi;  Yu, Fang;  Cui, Li
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Recommender systems  Tag information  Deep learning  Attention networks  
CoL-GAN: Plausible and Collision-Less Trajectory Prediction by Attention-Based GAN 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 101662-101671
作者:  Liu, Shaohua;  Liu, Haibo;  Bi, Huikun;  Mao, Tianlu
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Trajectory  Generative adversarial networks  Gallium nitride  Predictive models  Collision avoidance  Decoding  Generators  Trajectory prediction  generative adversarial network  deep learning  
Moving Object Detection With Deep CNNs 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 29729-29741
作者:  Zhu, Haidi;  Yan, Xin;  Tang, Hongying;  Chang, Yuchao;  Li, Baoqing;  Yuan, Xiaobing
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Connected region detection  deep convolution neural networks  foreground extraction  high resolution  moving object detection