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Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447
Authors:  Li, Gang;  Liu, Zejian;  Li, Fanrong;  Cheng, Jian
Favorite  |  View/Download:17/0  |  Submit date:2022/06/10
Convolution  Field programmable gate arrays  System-on-chip  Task analysis  Random access memory  Tensors  Memory management  Block convolution  convolutional neural network (CNN) accelerator  field-programmable gate array (FPGA)  memory efficient  off-chip transfer  
Design and Optimization of a Control Framework for Robot Assisted Additive Manufacturing Based on the Stewart Platform 期刊论文
International Journal of Control, Automation and Systems, 2022, 卷号: 20, 期号: 3, 页码: 968-982
Authors:  Tamir, Tariku Sinshaw;  Xiong,Gang;  Dong,Xisong;  Fang,Qihang;  Liu,Sheng;  Lodhi,Ehtisham;  Shen,Zhen;  Wang, Fei-Yue
Adobe PDF(3410Kb)  |  Favorite  |  View/Download:19/3  |  Submit date:2022/04/07
Additive Manufacturing, Extended Proportion-Derivation Sliding Mode Controller, Grey Wolf Optimization, Print Quality, Stewart Platform  
Correlation analysis and text classification of chemical accident cases based on word embedding 期刊论文
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2022, 卷号: 158, 页码: 698-710
Authors:  Jing, Sifeng;  Liu, Xiwei;  Gong, Xiaoyan;  Tang, Ying;  Xiong, Gang;  Liu, Sheng;  Xiang, Shuguang;  Bi, Rongshan
Adobe PDF(7149Kb)  |  Favorite  |  View/Download:14/2  |  Submit date:2022/03/17
Text mining  Correlation analysis  Text classification  Word embedding  Deep learning  Chemical accident cases  
Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA 期刊论文
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021, 期号: 2021.5, 页码: 1-1
Authors:  Li, Gang;  Liu, Zejian;  Li, Fanrong;  Cheng, Jian
Adobe PDF(6174Kb)  |  Favorite  |  View/Download:22/2  |  Submit date:2022/02/15
block convolution  memory-efficient  off-chip transfer  fpga  cnn accelerator  
Fast Georeferenced Aerial Image Stitching With Absolute Rotation Averaging and Planar- Restricted Pose Graph 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 4, 页码: 3502-3517
Authors:  Zhao, Yong;  Liu, Guochen;  Xu, Shibiao;  Bu, Shuhui;  Jiang, Hongkai;  Wan, Gang
Favorite  |  View/Download:67/0  |  Submit date:2021/06/07
Simultaneous localization and mapping  Image reconstruction  Optimization  Real-time systems  Global Positioning System  Robustness  Image fusion  Aerial images  digital orthophoto map (DOM)  georeferenced  low overlap  mosaicing  planar  
Deep & Attention : A Self-Attention based Neural Network for Remaining Useful Lifetime Predictions 会议论文
, Budapest, Hungary, 2021-2
Authors:  Yuanjun, Liu;  Xingang, Wang
Adobe PDF(1820Kb)  |  Favorite  |  View/Download:44/2  |  Submit date:2021/07/01
AutoDet: Pyramid Network Architecture Search for Object Detection 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 期号: 4, 页码: 1087-1105
Authors:  Li, Zhihang;  Xi, Teng;  Zhang, Gang;  Liu, Jingtuo;  He, Ran
Adobe PDF(2604Kb)  |  Favorite  |  View/Download:71/3  |  Submit date:2021/03/01
Object detection  Neural architecture search  Feature pyramids  
A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643
Authors:  Jun Tang;  Gang Liu;  Qingtao Pan
Adobe PDF(5712Kb)  |  Favorite  |  View/Download:16/1  |  Submit date:2021/09/03
Ant colony optimization (ACO)  artificial bee colony (ABC)  artificial fish swarm (AFS)  bacterial foraging optimization (BFO)  optimization  particle swarm optimization (PSO)  swarm intelligence  
EBERT: Efficient BERT Inference with Dynamic Structured Pruning 会议论文
, Online, 2021
Authors:  Liu, Zejian;  Li, Fanrong;  Li, Gang;  Cheng, Jian
Adobe PDF(1219Kb)  |  Favorite  |  View/Download:10/2  |  Submit date:2022/06/14
Trip Purposes Mining From Mobile Signaling Data 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 99, 期号: 99, 页码: 13
Authors:  Li, Zhishuai;  Xiong, Gang;  Wei, Zebing;  Zhang, Yu;  Zheng, Meng;  Liu, Xiaoli;  Tarkoma, Sasu;  Huang, Min;  Lv, Yisheng;  Wu, Chuheng
Adobe PDF(3962Kb)  |  Favorite  |  View/Download:33/2  |  Submit date:2022/01/27
Cellular networks  Trajectory  Semantics  Unsupervised learning  Supervised learning  Resource management  Public transportation  Trip purpose inference  cellular network data  latent Dirichlet allocation  travel behavior  big data