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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)  
Compressed sensing improved iterative reconstruction-reprojection algorithm for electron tomography 期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 页码: 19
作者:  Li, Lun;  Han, Renmin;  Zhang, Zhaotian;  Guo, Tiande;  Liu, Zhiyong;  Zhang, Fa
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Electron tomography  Compressed sensing  Matching pursuit  Iterative reconstruction-reprojection  
HetNERec: Heterogeneous network embedding based recommendation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 204, 页码: 10
作者:  Zhao, Zhongying;  Zhang, Xuejian;  Zhou, Hui;  Li, Chao;  Gong, Maoguo;  Wang, Yongqing
收藏  |  浏览/下载：58/0  |  提交时间：2020/12/10
Heterogeneous network  Network embedding  Recommender system  Heterogeneous network embedding  
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  
Self-Aware Neural Network Systems: A Survey and New Perspective 期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 7, 页码: 1047-1067
作者:  Du, Zidong;  Guo, Qi;  Zhao, Yongwei;  Chen, Yunji;  Xu, Zhiwei;  Zhi, Tian
收藏  |  浏览/下载：49/0  |  提交时间：2020/12/10
Artificial neural networks  Neurons  Self-aware  Monitoring  Sensors  Program processors  Logic gates  Self-aware neural network (NN) processors  
Quick and Accurate False Data Detection in Mobile Crowd Sensing 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2020, 卷号: 28, 期号: 3, 页码: 1339-1352
作者:  Li, Xiaocan;  Xie, Kun;  Wang, Xin;  Xie, Gaogang;  Xie, Dongliang;  Li, Zhenyu;  Wen, Jigang;  Diao, Zulong;  Wang, Tian
收藏  |  浏览/下载：53/0  |  提交时间：2020/12/10
Sparse matrices  Sensors  Matrix decomposition  Monitoring  Principal component analysis  Robustness  Wireless sensor networks  Matrix separation  false data detection  mobile crowd sensing  
Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2020, 卷号: 35, 期号: 2, 页码: 305-319
作者:  Zhuang, Fu-Zhen;  Zhou, Ying-Min;  Ying, Hao-Chao;  Zhang, Fu-Zheng;  Ao, Xiang;  Xie, Xing;  He, Qing;  Xiong, Hui
收藏  |  浏览/下载：38/0  |  提交时间：2020/12/10
sequential recommendation  novelty-seeking trait  transfer learning  
Trust-embedded collaborative deep generative model for social recommendation 期刊论文
JOURNAL OF SUPERCOMPUTING, 2020, 页码: 29
作者:  Deng, Xiaoyi;  Wu, Yenchun Jim;  Zhuang, Fuzhen
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Recommender system  Deep generative model  Collaborative topic regression  Trust matrix factorization  Deep learning  
Multi-Task Deep Relative Attribute Learning for Visual Urban Perception 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 657-669
作者:  Min, Weiqing;  Mei, Shuhuan;  Liu, Linhu;  Wang, Yi;  Jiang, Shuqiang
收藏  |  浏览/下载：49/0  |  提交时间：2020/12/10
Visualization  Task analysis  Deep learning  Urban areas  Correlation  Computer vision  Predictive models  Visual urban perception  relative attribute  multi-task learning