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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:60/0  |  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:60/0  |  提交时间:2020/12/10
Accelerator  architecture  deep neural networks  sparsity  
Service-Oriented Architecture on FPGA-Based MPSoC 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 卷号: 28, 期号: 10, 页码: 2993-3006
作者:  Wang, Chao;  Li, Xi;  Chen, Yunji;  Zhang, Youhui;  Diessel, Oliver;  Zhou, Xuehai
收藏  |  浏览/下载:73/0  |  提交时间:2019/12/12
Service-oriented architecture  multiprocessor  system on chip  
FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2015, 卷号: 26, 期号: 8, 页码: 2272-2285
作者:  Liu, Shaoli;  Chen, Tianshi;  Li, Ling;  Li, Xi;  Zhang, Mingzhe;  Wang, Chao;  Meng, Haibo;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载:64/0  |  提交时间:2019/12/13
Networks-on-chip  routing algorithm  congestion awareness  
PuDianNao: A Polyvalent Machine Learning Accelerator 期刊论文
ACM SIGPLAN NOTICES, 2015, 卷号: 50, 期号: 4, 页码: 369-381
作者:  Liu, Daofu;  Chen, Tianshi;  Liu, Shaoli;  Zhou, Jinhong;  Zhou, Shengyuan;  Teman, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载:73/0  |  提交时间:2019/12/13