杜子东  副研究员  

研究方向:体系结构;智能处理器

所属部门:智能处理器研究中心、计算机体系结构国家重点实验室

导师类别:硕导计算机系统结构

联系方式:duzidong@ict.ac.cn

个人网页:http://novel.ict.ac.cn/zdu/

简       历:

2018年9月 — 今:中科院计算所,副研究员
2016年9月 — 2018年9月:中科院计算所,副研究员
2011年7月— 2016年9月:中科院计算所,博士生
2007年9月— 2011年7月:清华大学,电子工程系,本科生

主要论著:

期刊文章:
[1] [TCAD] Xuda Zhou, Zidong Du, Shijin Zhang, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, Yunji Chen, "Addressing Sparsity in Deep Neural Networks", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2018.
[2] [TCAD] Zidong Du, Shaoli Liu, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Qi Guo, Xiaobing Feng, Yunji Chen and Olivier Temam, "An Accelerator for High Efficient Vision Processing," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2017.
[3] [IEEE Micro] Tianshi Chen, Zidong Du, Ninghui Sun, Jia Wang, Chengyong Wu, Yunji Chen, Olivier Temam, "A High-Throughput Neural Network Accelerator," IEEE Micro 35(3). pp. 24-32, 2015
[4] [TC] Tianshi Chen, Shijin Zhang, Shaoli Liu, Zidong Du, Tao Luo, Yuan Gao, Junjie Liu, Dongsheng Wang, Chengyong Wu, Ninghui Sun, Yunji Chen, Olivier Temam, "A Small-Footprint Accelerator for Large-Scale Neural Networks," ACM Transactions on Computer System (TC) 33(2), 2015
[5] [TCAD] Zidong Du, Avinash Lingamneni, Yunji Chen, Krishna V. Palem, Olivier Temam, and Chengyong Wu, "Leveraging the Error Resilience of Neural Networks for Designing Highly Energy Efficient Accelerators," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 34(8), 2015.

会议文章:
[1] [MICRO'18] Xuda Zhou, Zidong Du, Qi Guo, Chengsi Liu, Xuehai Zhou, Ling Li, Tianshi Chen, Yunji Chen, "Cambricon-S: Addressing Irregularity in Sparse Neural Networks through a Cooperative Software/Hardware Approach",in Proceedings of the 51st IEEE/ACM International Symposium on Microarchitecture (MICRO'18), 2018.
[2] [MICRO'16] Shijin Zhang, Zidong Du, Lei Zhang, Huiying Lan, Shaoli Liu, Ling Li, Qi Guo, Tianshi Chen, and Yunji Chen, "Cambricon-X: An Accelerator for Sparse Neural Networks," in Proceedings of the 49th IEEE/ACM International Symposium on Microarchitecture (MICRO'16), 2016.
[3] [ISCA'16] Shaoli Liu, Zidong Du, Jinhua Tao, Dong Han, Tao Luo, Yuan Xie, Yunji Chen, and Tianshi Chen, "Cambricon: An Instruction Set Architecture for Neural Networks," in Proceedings of the 43rd ACM/IEEE International Symposium on Computer Architecture (ISCA'16), 2016.
[4] [MICRO'15] Zidong Du, Daniel D. Ben-Dayan Rubin, Yunji Chen, Liqiang He, Tianshi Chen, Lei Zhang, Chengyong Wu, Olivier Temam, "Neuromorphic accelerators: a comparison between neuroscience and machine-learning approaches," in Proceedings of the 48th IEEE/ACM International Symposium on Microarchitecture (MICRO'15), 2015, pp. 494-507
[5] [ISCA'15] Zidong Du, Robert Fasthuber, Tianshi Chen, Paolo Ienne, Ling Li, Tao Luo, Xiaobing Feng, Yunji Chen, Olivier Temam, "ShiDianNao: shifting vision processing closer to the sensor," in Proceedings of the 42nd ACM/IEEE International Symposium on Computer Architecture (ISCA'15), 2015, pp. 92-104

科研项目:

 

获奖及荣誉: