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Towards Fully Sparse Training: Information Restoration with Spatial Similarity 会议论文
, Vancouver, British Columbia, Canada, 2022-04
作者:  Xu WX(许伟翔);  Wang PS(王培松);  Cheng J(程健)
Adobe PDF(556Kb)  |  收藏  |  浏览/下载：78/25  |  提交时间：2023/06/20
Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization 会议论文
, 线上举办, 2021-10-11
作者:  Weihan Chen;  Peisong Wang;  Jian Cheng
Adobe PDF(696Kb)  |  收藏  |  浏览/下载：108/33  |  提交时间：2023/06/20
Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing 会议论文
Proceedings of the 2021 Design, Automation and Test in Europe, DATE 2021, Virtual, Online, 2021-2
作者:  Liu, Zejian;  Li, Gang;  Cheng, Jian
Adobe PDF(593Kb)  |  收藏  |  浏览/下载：57/25  |  提交时间：2023/06/19
CIF-Based Collaborative Decoding for End-to-End Contextual Speech Recognition 会议论文
, Toronto, Canada, 2021-06-06
作者:  Minglun Han;  Linhao Dong;  Shiyu Zhou;  Bo Xu
Adobe PDF(469Kb)  |  收藏  |  浏览/下载：131/41  |  提交时间：2023/05/29
Contextual Speech Recognition  Automatic Speech Recognition  Context Biasing  
Generative Zero-shot Network Quantization 会议论文
, Virtual Event, 2021-6
作者:  Xiangyu, He;  Jiahao, Lu;  Weixiang, Xu;  Qinghao, Hu;  Peisong, Wang;  Jian, Cheng
Adobe PDF(947Kb)  |  收藏  |  浏览/下载：234/56  |  提交时间：2022/06/29
WASE: LEARNING WHEN TO ATTEND FOR SPEAKER EXTRACTION IN COCKTAIL PARTY ENVIRONMENTS 会议论文
, Toronto, June 6-11, 2021
作者:  Yunzhe Hao;  Jiaming Xu;  Peng Zhang;  Bo Xu
Adobe PDF(2034Kb)  |  收藏  |  浏览/下载：219/33  |  提交时间：2022/06/23
Design and Performance Evaluation of a Novel Vascular Robotic System for Complex Percutaneous Coronary Interventions 会议论文
, Mexico, 2021.11.1 - 2021.11.5
作者:  Han-Lin Zhao;  Shi-Qi Liu;  Xiao-Hu Zhou,;  Xiao-Liang Xie;  Zeng-Guang Hou;  Yan-Jie Zhou;  Lin-Sen Zhang;  Mei-Jiang Gui;  Jin-Li Wang
Adobe PDF(4939Kb)  |  收藏  |  浏览/下载：258/37  |  提交时间：2022/06/15
sugical robot  Intervention  
Towards Binarized MobileNet via Structured Sparsity 会议论文
, Hainan, China, 2021-12-26
作者:  Zhenmeng, Zuo;  Zhexin, Li;  Peisong, Wang;  Weihan, Chen;  Jian, Cheng
Adobe PDF(476Kb)  |  收藏  |  浏览/下载：201/60  |  提交时间：2022/06/15
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：182/38  |  提交时间：2022/02/15
block convolution  memory-efficient  off-chip transfer  fpga  cnn accelerator  
ECBC: Efficient Convolution via Blocked Columnizing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Zhao, Tianli;  Hu, Qinghao;  He, Xiangyu;  Xu, Weixiang;  Wang, Jiaxing;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  收藏  |  浏览/下载：284/30  |  提交时间：2022/01/27
Convolution  Tensors  Layout  Memory management  Indexes  Transforms  Performance evaluation  Convolutional neural networks (CNNs)  direct convolution  high performance computing for mobile devices  im2col convolution  memory-efficient convolution (MEC)