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A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 9, 页码: 2635-2646
作者:  He, Yintao;  Li, Bing;  Wang, Ying;  Liu, Cheng;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Task analysis  Sparse matrices  Convolution  Convolutional neural networks  Design automation  Neural networks  Integrated circuits  Graph convolutional network  hardware acceleration  processing-in-memory  
GAS: General-Purpose In-Memory-Computing Accelerator for Sparse Matrix Multiplication 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2024, 卷号: 73, 期号: 6, 页码: 1427-1441
作者:  Zhang, Xiaoyu;  Li, Zerun;  Liu, Rui;  Chen, Xiaoming;  Han, Yinhe
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Sparse matrices  FeFETs  Computer architecture  Arrays  Nonvolatile memory  Microprocessors  Vectors  Sparse matrix multiplication  in-memory computing  SpMV  SpMSpV  SpMM  SpMSpM  
Ground Moving Target Detection With Adaptive Data Reconstruction and Improved Pseudo-Skeleton Decomposition 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 14
作者:  He, Xiongpeng;  Liu, Kun;  Gu, Tong;  Liao, Guisheng;  Zhu, Shengqi;  Xu, Jingwei;  Yu, Yue;  Huang, Hai;  Wang, Xingchen;  Gao, Yingjie;  Tan, Haining;  Qiu, Jibing
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Clutter  Object detection  Sparse matrices  Principal component analysis  Matrix decomposition  Image reconstruction  Estimation  Data reconstruction (DR)  ground moving target indication (GMTI)  joint-pixel model  pseudo-skeleton decomposition (IPSD)  robust principal component analysis (RPCA)  
Motif-GCNs With Local and Non-Local Temporal Blocks for Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2009-2023
作者:  Wen, Yu-Hui;  Gao, Lin;  Fu, Hongbo;  Zhang, Fang-Lue;  Xia, Shihong;  Liu, Yong-Jin
收藏  |  浏览/下载：22/0  |  提交时间：2023/07/12
Skeleton  Feature extraction  Joints  Convolutional codes  Topology  Training  Sparse matrices  Action recognition  graph convolutional neural networks  spatio-temporal attention  non-local block  skeleton sequence  
Multi-View Matrix Factorization for Sparse Mobile Crowdsensing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 24, 页码: 25767-25779
作者:  Li, Xiaocan;  Xie, Kun;  Xie, Gaogang;  Li, Kenli;  Cao, Jiannong;  Zhang, Dafang;  Wen, Jigang
收藏  |  浏览/下载：23/0  |  提交时间：2023/07/12
Sparse matrices  Sensors  Data models  Estimation  Indexes  Air quality  Task analysis  Matrix factorization  mobile crowdsensing (MCS)  
Design of Power-Imbalanced SCMA Codebook 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 2, 页码: 2140-2145
作者:  Li, Xudong;  Gao, Zhicheng;  Gui, Yiming;  Liu, Zilong;  Xiao, Pei;  Yu, Lisu
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
NOMA  Genetic algorithms  Electronic mail  Downlink  Sparse matrices  Codes  Receivers  Sparse code multiple access (SCMA)  power imbalance  near-far effect  minimum Euclidean distance (MED)  minimum product distance (MPD)  
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 2, 页码: 640-652
作者:  Gu, Jingjing;  Zhou, Qiang;  Yang, Jingyuan;  Liu, Yanchi;  Zhuang, Fuzhen;  Zhao, Yanchao;  Xiong, Hui
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Sparse matrices  Urban areas  Satellite broadcasting  Redundancy  Predictive models  Data models  Matrix converters  Dockless bike sharing system  pattern exploitation  interpretable base matrices  flow prediction  
A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 159-175
作者:  Xie, Zhen;  Tan, Guangming;  Liu, Weifeng;  Sun, Ninghui
收藏  |  浏览/下载：51/0  |  提交时间：2021/12/01
Libraries  Sparse matrices  Prediction algorithms  Neural networks  Predictive models  Memory management  Tuners  SpGEMM  spare BLAS  sparse format  auto-tuning  neural network  
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：61/0  |  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  
CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 71607-71615
作者:  Fan, Shengyu;  Yu, Hui;  Lu, Dianjie;  Jiao, Shuai;  Xu, Weizhi;  Liu, Fangai;  Liu, Zhiyong
收藏  |  浏览/下载：244/0  |  提交时间：2019/08/16
Convolutional neural network  sparse matrix vector multiplication  neural networks  convolution  sparse matrices