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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
作者:  Li, Gang;  Liu, Zejian;  Li, Fanrong;  Cheng, Jian
Adobe PDF(4046Kb)  |  收藏  |  浏览/下载：323/39  |  提交时间：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  
Gated Feature Aggregation for Height Estimation From Single Aerial Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:  Xing, Siyuan;  Dong, Qiulei;  Hu, Zhanyi
收藏  |  浏览/下载：255/0  |  提交时间：2022/01/27
Estimation  Decoding  Logic gates  Training  Feature extraction  Testing  Encoding  Convolutional neural networks (CNNs)  gate mechanism  height estimation  progressive refinement  
Contribution of the FPGAs for Complex Control Algorithms: Sensorless DTFC with an EKF of an Induction Motor 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 2, 页码: 226-237
作者:  Saber Krim;  Soufien Gdaim;  Abdellatif Mtibaa;  Mohamed Faouzi Mimouni
浏览  |  Adobe PDF(54353Kb)  |  收藏  |  浏览/下载：142/24  |  提交时间：2021/02/22
Direct torque control  fuzzy logic control (FLC)  extended Kalman filter  Xilinx system generator (XSG)  field pro-grammable gate array (FPGA).  
Empirical Exploring Word-Character Relationship for Chinese Sentence Representation 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2018, 卷号: 17, 期号: 3, 页码: 14
作者:  Wang, Shaonan;  Zhang, Jiajun;  Zong, Chengqing
收藏  |  浏览/下载：100/0  |  提交时间：2020/10/27
Sentence Representation  Compositionmodel  Inner-word Character  Mixed Character-word Representation  Mask Gate  Max Pooling  
An Ultrahigh-Speed Object Detection Method With Projection-Based Position Compensation 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 7, 页码: 4796-4806
作者:  Li, Jianquan;  Long, Xianlei;  Xu, De;  Gu, Qingyi;  Ishii, Idaku
Adobe PDF(6758Kb)  |  收藏  |  浏览/下载：320/42  |  提交时间：2020/08/03
Field-programmable gate array (FPGA)  hardware implementation  histogram of oriented gradient (HOG)  object detection  pixel projection  ultrahigh-speed vision  
A Hardware Descriptive Approach to Beetle Antennae Search 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 89059-89070
作者:  Yue, Zongcheng;  Li, Gang;  Jiang, Xiangyuan;  Li, Shuai;  Cheng, Jian;  Ren, Peng
收藏  |  浏览/下载：187/0  |  提交时间：2020/07/20
Field programmable gate arrays  Hardware design languages  Optimization  Directive antennas  Genetic algorithms  Hardware  FPGA  beetle antennae search  Verilog HDL  optimization algorithm  
Learnable Gated Convolutional Neural Network for Semantic Segmentation in Remote-Sensing Images 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 16, 页码: 22
作者:  Guo, Shichen;  Jin, Qizhao;  Wang, Hongzhen;  Wang, Xuezhi;  Wang, Yangang;  Xiang, Shiming
收藏  |  浏览/下载：343/0  |  提交时间：2019/12/16
semantic segmentation  CNN  deep learning  remote sensing  gate function  multiscale feature fusion  
An FPGA-Based Ultra-High-Speed Object Detection Algorithm with Multi-Frame Information Fusion 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 17, 页码: 16
作者:  Long, Xianlei;  Hu, Shenhua;  Hu, Yiming;  Gu, Qingyi;  Ishii, Idaku
Adobe PDF(3490Kb)  |  收藏  |  浏览/下载：412/56  |  提交时间：2019/12/16
ultra-high-speed vision  object detection  field-programmable gate array  histogram of oriented gradient  multi-frame information fusion model  
Effectively training neural machine translation models with monolingual data 期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 240-247
作者:  Yang, Zhen;  Chen, Wei;  Wang, Feng;  Xu, Bo
收藏  |  浏览/下载：243/0  |  提交时间：2019/07/12
Neural machine translation  Monolingual data  Gate-enhanced  Source-side and target-side  Effectively  
A Hardware-Oriented Algorithm for Ultra-High-Speed Object Detection 期刊论文
IEEE SENSORS JOURNAL, 2019, 卷号: 19, 期号: 10, 页码: 3818-3831
作者:  Li, Jianquan;  Liu, Xilong;  Liu, Fangfang;  Xu, De;  Gu, Qingyi;  Ishii, Idaku
浏览  |  Adobe PDF(4892Kb)  |  收藏  |  浏览/下载：344/61  |  提交时间：2019/07/12
Hardware implementation  high-frame-rate vision  field-programmable gate array  multi-object detection  histograms of oriented gradient  support vector machine