中科大先研院研究生校内导师简历
陈松 博士/副教授、博士生导师
姓名 | 陈松 |
学位/职称 | 博士/副教授、博士生导师 |
所属单位 | 中国科学技术大学先进技术研究院/中国科学技术大学微电子学院 |
办公室电话 | 0551-63602675 |
songch@ustc.edu.cn | |
教育背景 |
1996/9 ~2000/7 西安交通大学 本科 计算机科学与技术 2000/9 ~2005/7 清华大学 硕士、博士 计算机科学与技术 |
研究领域 |
智能芯片设计/电子设计自动化。研究方向包括存算融合高能效智能芯片架构;基于FPGA的人工智能加速器设计;大规模集成电路优化技术等。 |
任职经历 |
2019/4 ~至今 中国科学技术大学 副教授 2012/9 ~2019/3 中国科学技术大学 轨道制副教授 2009/4 ~2012/8 日本早稻田大学 助理教授 2008/4 ~2009/3 日本早稻田大学 访问讲师 2005/8 ~2008/3 日本早稻田大学 访问副研究员 |
获得荣誉、奖项 |
2023 年安徽省教学成果奖 特等奖 2022 年安徽省研究生教学成果奖一等奖(3/15) 2018 年中国科学技术大学校级“优秀博士学位论文”指导老师 2017 年第一届全国大学生集成电路创新创业大赛优秀指导老师(指导学生获全国总决赛二等奖) |
主持、参与项目 |
国家自然科学基金面上项目(青年):应用射频互连的低功耗专用片上网络体系结构综合研究 2015/1~2017/12(主持,结题) 国家自然科学基金面上项目:动态可重构专用片上网络架构综合关键技术研究 2017/1~2017/12 (主持,结题) 国家自然科学基金委面上项目 脑网络启发的大规模神经形态系统片上互连结构综合2019.01-2022.12 (主持) 国家自然科学基金委重点项目子课题 基于忆阻器的大规模神经网络的类脑计算架构研究2018.01-2022.12 (主持) 中国科学院先导B课题 面向智能内存的软件系统2020.1~2024.12(主持) 科技部重点研发计划项目 基于DRAM的存算一体架构 2020.1~2023.12(参与) |
论文、著作、成果 |
[1] Junpeng Wang, Mengke Ge, Bo Ding, Qi Xu, Song Chen*, Yi Kang. NicePIM: Design Space Exploration for Processing-In-Memory DNN Accelerators with 3D-Stacked-DRAM. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 43(5), pp. 1456-1469, 2024. [2] Wenhao Sun, Zhiwei Zou, Deng Liu, Wendi Sun, Song Chen, Yi Kang. Bit-balance: Model-Hardware Co-design for Accelerating NNs by Exploiting Bit-level Sparsity. IEEE Transactions on Computers, 73(1), pp. 152-163, 2024. [3] Xiaobing Ni, Mengke Ge, Yongjin Tao, Wendi Sun, Feixiang Duan, Xuefei Bai, Qi Xu, Song Chen, and Yi Kang. BusMap: Application Mapping with Bus Routing for Coarse-Grained Reconfigurable Array. IEEE Transactions on Circuits and Systems II: Express Briefs. 70(8), pp. 3054 - 3058, 2023. [4] Mengke Ge, Bingxiao Ni, Song Chen, and Yi Kang, "Generating Brain-Network-Inspired Toplogies for Large-Scale NoCs on Monolithic 3D ICs", IEEE Transactions on Circuits and Systems II: Express Briefs , vol. 69, no. 3, pp. 1552-1556, March,2022. [5] Qi Xu, Hao Geng, Song Chen, Bo Yuan, Cheng Zhuo, Yi Kang, Xiaoqing Wen, "GoodFloorplan: Graph Convolutional Network and Reinforcement Learning Based Floorplanning", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 41, no. 10, pp. 3492-3502, Oct. 2022. [6] Zhimin Lu, Jue Wang, Zhiwei Li, Song Chen and Feng Wu. A Resource-Efficient Pipelined Architecture for Real-Time Semi-Global Stereo Matching. IEEE Transactions on Circuits and Systems for Video Technology, Vol.32, No.2, pp. 660-673, 2022. [7] Mengke Ge, Bingxiao Ni, Qi Xu, Jinglei Huang, Song Chen, Yi Kang, Feng Wu, "Synthesizing Brain-Network-Inspired Interconnections for Large-Scale Network-on-Chips", ACM Transactions on Design Automation of Electronic Systems, 27(1), 9:1-9:30 2021 (Full Text in ACM DL) [8] Qi Xu, Junpeng Wang, Bo Yuan, Qi Sun, Song Chen, Bei Yu, Yi Kang, and Feng Wu, "Reliability-Driven Memristive Crossbar Design in Neuromorphic Computing Systems", IEEE Transactions on Automation Science and Engineering (TASE), 2021 (accepted) (Full Text in IEEE Xplore) [7] Song Chen, Mengke Ge, Zhigang Li, Jinglei Huang, Qi Xu, and Feng Wu. Generalized Fault-Tolerance Topology Generation for Application Specific Network-on-Chips. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 6, pp. 1191-1204, June 2020. [8] Song Chen, Jinglei Huang, Xiaodong Xu, Bo Ding, Qi Xu, “Integrated Optimization of Partitioning, Scheduling, and Floorplanning for Partially Dynamically Reconfigurable Systems”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, October, Vol.39, No.1, pp.199-212, January 2020. [9] Song Chen, Qi Xu, Bei Yu, “Adaptive 3D-IC TSV Fault Tolerance Structure Generation”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems , 38(5), pp.949-960,2019. [10] Qi Xu, Song Chen, Xiaodong Xu, Bei Yu, "Clustered Fault Tolerance TSV Planning for 3D Integrated Circuits", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. Vol. 36, No.8, pp. 1287-1300, Aug. 2017. |
编辑:init 2024-06-27 21:34:07