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：2020

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	Swallow: A Versatile Accelerator for Sparse Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4881-4893 作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Xu, Haobo 收藏  |  浏览/下载：28/0  |  提交时间：2021/12/01 Accelerator  convolutional (Conv) layers  fully connected (FC) layers  sparse neural networks (SNNs)
	Space-address decoupled scratchpad memory management for neural network accelerators 期刊论文 CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 13 作者:  Zhang, Zhenxing;  Sun, Shiyan;  Chen, Xunyu;  Zhi, Tian;  Guo, Qi;  Chen, Yunji 收藏  |  浏览/下载：63/0  |  提交时间：2020/12/10 deep neural network  memory management  scratchpad memory
	Architecting Effectual Computation for Machine Learning Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 10, 页码: 2654-2667 作者:  Lu, Hang;  Zhang, Mingzhe;  Han, Yinhe;  Wang, Qi;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：88/0  |  提交时间：2020/12/10 Computational modeling  Throughput  Adders  Machine learning  Acceleration  Kernel  Computational efficiency  Accelerator architectures  neural network hardware  multiplying circuits
	ParaML: A Polyvalent Multicore Accelerator for Machine Learning 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777 作者:  Zhou, Shengyuan;  Guo, Qi;  Du, Zidong;  Liu, Daofu;  Chen, Tianshi;  Li, Ling;  Liu, Shaoli;  Zhou, Jinhong;  Temam, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji 收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10 Neural networks  Machine learning  Testing  Support vector machines  Linear regression  Computers  Computer architecture  Accelerator  machine learning (ML) techniques  multicore accelerator
	Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 968-985 作者:  Zeng, Xi;  Zhi, Tian;  Zhou, Xuda;  Du, Zidong;  Guo, Qi;  Liu, Shaoli;  Wang, Bingrui;  Wen, Yuanbo;  Wang, Chao;  Zhou, Xuehai;  Li, Ling;  Chen, Tianshi;  Sun, Ninghui;  Chen, Yunji 收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10 Accelerator  architecture  deep neural networks  sparsity