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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:306/35  |  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  
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
作者:  Li, Gang;  Liu, Zejian;  Li, Fanrong;  Cheng, Jian
Adobe PDF(6174Kb)  |  收藏  |  浏览/下载:211/44  |  提交时间:2022/02/15
block convolution  memory-efficient  off-chip transfer  fpga  cnn accelerator  
Learning latent semantic model with visual consistency for image analysis 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2015, 卷号: 74, 期号: 4, 页码: 1341-1356
作者:  Cheng, Jian;  Li, Peng;  Rui, Ting;  Lu, Hanqing
Adobe PDF(783Kb)  |  收藏  |  浏览/下载:258/68  |  提交时间:2015/09/18
Plsa  Latent Semantic Model  Image Clustering  
Semi-supervised multi-graph hashing for scalable similarity search 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 124, 期号: 1, 页码: 12-21
作者:  Cheng, Jian;  Leng, Cong;  Li, Peng;  Wang, Meng;  Lu, Hanqing;  Jian Cheng
Adobe PDF(1590Kb)  |  收藏  |  浏览/下载:426/153  |  提交时间:2015/08/12
Hashing  Multiple Graph Learning  Multiple Modality  Semi-supervised Learning