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Training Binary Weight Networks via Semi-Binary Decomposition 会议论文
, 德国慕尼黑, 2018-9
Authors:  Hu, Qinghao;  Li, Gang;  Wang, Peisong;  Zhang, Yifan;  Cheng, Jian
Adobe PDF(575Kb)  |  Favorite  |  View/Download:44/11  |  Submit date:2019/05/10
Two-Step Quantization for Low-bit Neural Networks 会议论文
, Salt Lake City, 2018.06.18-2018.06.22
Authors:  Wang, Peisong;  Hu, Qinghao;  Zhang, Yifan;  Zhang, Chunjie;  Liu, Yang;  Cheng, Jian
Adobe PDF(105Kb)  |  Favorite  |  View/Download:440/171  |  Submit date:2018/05/05
Convolutional Neural Networks  Network Quantization  Ternary Quantization  
深度神经网络加速与压缩方法研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  王培松
Adobe PDF(5054Kb)  |  Favorite  |  View/Download:125/4  |  Submit date:2018/05/31
深度神经网络  网络加速  模型压缩  张量分解  低比特量化  
From Hashing to CNNs: Training BinaryWeight Networks via Hashing 会议论文
, 美国新奥尔良, 2018年2月2-8日
Authors:  Hu, Qinghao;  Wang, Peisong;  Cheng, Jian
Adobe PDF(410Kb)  |  Favorite  |  View/Download:29/4  |  Submit date:2019/05/10
Hashing  Binary Weight Network  Cnns  
DeepSearch: A Fast Image Search Framework for Mobile Devices 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2018, 卷号: 14, 期号: 1, 页码: 6
Authors:  Wang, Peisong;  Hu, Qinghao;  Fang, Zhiwei;  Zhao, Chaoyang;  Cheng, Jian
Adobe PDF(1203Kb)  |  Favorite  |  View/Download:148/56  |  Submit date:2018/05/05
Convolutional Neural Networks  Acceleration  Image Retrieval  Tensor Decomposition  
Recent advances in efficient computation of deep convolutional neural networks 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2018, 卷号: 19, 期号: 1, 页码: 64-77
Authors:  Cheng, Jian;  Wang, Pei-song;  Li, Gang;  Hu, Qing-hao;  Lu, Han-qing
Adobe PDF(582Kb)  |  Favorite  |  View/Download:112/27  |  Submit date:2018/05/05
Deep Neural Networks  Acceleration  Compression  Hardware Accelerator