中国科学院计算技术研究所机构知识库

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发表日期：2019

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	Accelerating DNN-based 3D point cloud processing for mobile computing 期刊论文 SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 11, 页码: 11 作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Li, Jiajun;  Xu, Haobo;  Li, Xiaowei 收藏  |  浏览/下载：225/0  |  提交时间：2019/12/10 deep neural network acceleration  point cloud data  neighbor point search  mobile robotics  hardware architecture
	A QoS-QoR Aware CNN Accelerator Design Approach 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 11, 页码: 1995-2007 作者:  Wang, Ying;  Li, Huawei;  Cheng, Long;  Li, Xiaowei 收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10 Approximate computing  convolutional neural network (CNN)  deep learning (DL)  quality of service (QoS)  real-time
	SqueezeFlow: A Sparse CNN Accelerator Exploiting Concise Convolution Rules 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2019, 卷号: 68, 期号: 11, 页码: 1663-1677 作者:  Li, Jiajun;  Jiang, Shuhao;  Gong, Shijun;  Wu, Jingya;  Yan, Junchao;  Yan, Guihai;  Li, Xiaowei 收藏  |  浏览/下载：41/0  |  提交时间：2020/12/10 Convolutional neural networks  accelerator architecture  hardware acceleration
	Addressing Sparsity in Deep Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 10, 页码: 1858-1871 作者:  Zhou, Xuda;  Du, Zidong;  Zhang, Shijin;  Zhang, Lei;  Lan, Huiying;  Liu, Shaoli;  Li, Ling;  Guo, Qi;  Chen, Tianshi;  Chen, Yunji 收藏  |  浏览/下载：257/0  |  提交时间：2019/12/10 Accelerator  architecture  deep neural networks (DNNs)  sparsity
	An Instruction Set Architecture for Machine Learning 期刊论文 ACM TRANSACTIONS ON COMPUTER SYSTEMS, 2019, 卷号: 36, 期号: 3, 页码: 35 作者:  Chen, Yunji;  Lan, Huiying;  Du, Zidong;  Liu, Shaoli;  Tao, Jinhua;  Han, Dong;  Luo, Tao;  Guo, Qi;  Li, Ling;  Xie, Yuan;  Chen, Tianshi 收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
	Thread: Towards fine-grained precision reconfiguration in variable-precision neural network accelerator 期刊论文 IEICE ELECTRONICS EXPRESS, 2019, 卷号: 16, 期号: 14, 页码: 6 作者:  Zhang, Shichang;  Wang, Ying;  Chen, Xiaoming;  Han, Yinhe;  Wang, Yujie;  Li, Xiaowei 收藏  |  浏览/下载：77/0  |  提交时间：2019/12/10 DNN accelerator  variable bit-precision  bit-serial  bit-parallel  fine-grained precision
	A Survey on Graph Processing Accelerators: Challenges and Opportunities 期刊论文 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 2, 页码: 339-371 作者:  Gui, Chuang-Yi;  Zheng, Long;  He, Bingsheng;  Liu, Cheng;  Chen, Xin-Yu;  Liao, Xiao-Fei;  Jin, Hai 收藏  |  浏览/下载：87/0  |  提交时间：2019/08/16 graph processing accelerator  domain-specific architecture  performance  energy efficiency
	SynergyFlow: An Elastic Accelerator Architecture Supporting Batch Processing of Large-Scale Deep Neural Networks 期刊论文 ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2019, 卷号: 24, 期号: 1, 页码: 27 作者:  Li, Jiajun;  Yan, Guihai;  Lu, Wenyan;  Gong, Shijun;  Jiang, Shuhao;  Wu, Jingya;  Li, Xiaowei 收藏  |  浏览/下载：70/0  |  提交时间：2019/04/03 Deep neural networks  convolutional neural networks  accelerator  architecture  resource utilization  complementary effect