余乐,副教授,江南APP体育官方入口,人工智能专业
Email: yule@btbu.edu.cn
主讲课程:智能计算系统,边缘计算,金融人工智能
教育经历:
2009/03-2013/01,中国科学院大学,电子学研究所,微电子与固体电子学博士,导师:杨海钢
2006/09-2008/07,佛罗里达国际大学,电子信息学院,集成电路设计理学硕士,导师:Jason Song
2006/09-2008/07,北京航空航天大学,软件学院,集成电路设计工程硕士,导师:王丽华
2001/09-2005/07,北京航空航天大学,机械工程与自动化学院,工学学士
科研经历:
2012/10-2015/04,中国科学院电子学研究所,可编程芯片与系统研究室,博士后,合作导师:禹卫东.
2022/09-2023/08,帝国理工学院,戴森科技学院,访问学者,合作导师:Peter Cheung.
纵向课题:
1. 辽宁省自然科学基金,矿井灾变条件下低能见度图像目标检测及并行化加速的关键技术研究,2020/05 - 2022/04,2020-KF-23-06,在研,主持
2. 北京市自然科学基金,用于分子光谱非线性分析的深度卷积神经网络并行加速方法研究(4174086),2017/01 – 2018/12,10.00万元,结题,主持
3. 科技部重大专项子课题,第三方影视资产汇聚与可信交易技术研究,2018/01–2020/11,80万,结题,参与
4. 国家自然科学基金,基于TSV互连的三维FPGA架构及关键技术研究(6127119),2013/01-2016/12,结题,参与
5. 国家科技重大专项,2013ZX03006004,支持卫星移动通信模式的终端基带处理芯片研发,2013/01-2015/12,结题,参与
6. 国家科技重大专项,2009ZX01034-002-004-007,嵌入式可编程逻辑阵列IP核,2009/01-2011/06,结题,参与
7. 中科院/国家外专局创新国际团队项目,片上可编程系统前沿技术研究,2008/01-2014/07,结题,参与
横向课题:
1. 千万门级可编程逻辑器件IP库建模及配套软件装箱功能,2021
2. 基于FPGA的金融产品交易系统,2021
3. SAR成像重聚焦算法的FPGA实现,2020
4. FPGA抗辐照能力评估软件开发,2020
5. 基于FPGA的三维卷积神经网络软核开发,2019
6. 半实物仿真数据传输系统加工与实现,2019
7. 面向虹膜识别的嵌入式深度学习计算平台开发,2017
8. 虚拟现实头盔中的人体运动捕捉系统,2016
代表性论文:
(1) Le Yu, Shiwei Zhang, Nansong Wu, Chongchong Yu, FPGA-based Hardware-in-the-Loop Simulation of User Selection Algorithms for Cooperative Transmission Technology over LOS Channel on Geosynchronous Satellites , IEEE ACCESS, 2022.
(2) Xing Wei, Haigang Yang, Wei Li, Zhihong Huang,Tao Yin, Le Yu, A reconfigurable 4-GS/s power-efficient floating-point FFT processor designand implementation based on single-sided binary-tree decomposition, Integration, the VLSI Journal, 66, May 2019, 164 -172.
(3) Le Yu, et. al., Design and optimization of FPGA clock network based on parametric model, Chinese Journal Of Electronics, 2017.7、45(7), 1686-1694.
(4) Le Yu, et. al., Overview: open source processor for soc-fpga, Chinese Journal Of Electronics, 2018.4,46(4), 992-1004.
(5) Le Yu, et. al., Research on soft and hard tactile sensing method based on convolutional neural network, Sensors and Microsystems, 2017.6、36(6), 35-41.
(6) Le Yu, et. al., Design of nine axis inertial sensor unit for virtual reality, Sensors and Microsystems, 2017.7, 36(7), 100-102.
(7) Le Yu, et. al., Clock network structure model and simulation analysis of multi-core system on chip,Measurement and control technology, 2017.8、36(8), 94-98.
(8) Le Yu, et. al., A method of wheat incomplete grain recognition based on hyperspectral and CNN, Journal of electronic measurement and instrument, 2017.8, 31(8)、1297-1303.
(9) Le Yu (#),et. al., A Design Methodology For Low-Leakage and Highperformance Buffer Based on Deviant Behavior of Gate Leakage, Journal of Electronics Lectronics (CHINA), 2014.01.01, 31(5): 411-415.
(10) Le Yu (#), et. al., Air-Gap-Based RF Coaxial TSV And Its Characteristic Analysis, Journal of Electronics (CHINA), 2013.01.01, 30(6): 587-598.
(11) Le Yu (#), et. al., RF-TSV DESIGN, MODELING AND APPLICATION FOR 3D MULTI-CORE COMPUTER SYSTEMS, JOURNAL OF ELECTRONICS (CHINA),2012.01.01,29(5): 431-444.
(12) Le Yu (#), et. al., Research on Modeling and Self-test / Repair Method of Silicon Through-hole Defects in 3D Integrated Circuits,Journal of Electronics and Information, 2012.9.15, (09): 2247-2253.
(13) Le Yu(#),Haigang Yang(*),Tom T. Jing,Min Xu,Robert Geer,Wei Wang,Electrical Characterization of RF TSV for 3D Multi-Core and Heterogeneous ICs,Proceedings of IEEE/ACM International Conference on Computer-Aided Design 2010,Monterey,2010.11.7-2011.11.11.
(14) Le Yu(#),Haigang Yang(*),Jia Zhang,Wei Wang,Performance Evaluation of Air-gap-Based Coaxial RF TSV for 3D NoC,2011 IEEE/IFIP 19th International Conference on VLSI and System-on-Chip,HK,2011.10.3-2011.10.7.
专利:
(1) 余乐,等,基于UVM的Level-2行情解码加速电路验证激励生成方法与验证平台,CN202111370597.5
(2) 余乐,等,一种基于FPGA的多卫星协同通信中用户选择系统与方法, CN202110638640.5
(3) 余乐,等,一种扫描模式SAR成像重聚焦方法,CN202111382118.1
(4) 余乐,等,一种条带模式SAR成像重聚焦方法,CN202111092557.9
(5) 余乐,等,基于多FPGA环装通信的卷积神经网络加速装置及方法,CN201810168597.9
(6) 余乐,等,一种基于CNN的食品高光谱信息分析系统与方法,CN201810260864.5
专著:
(1) 余乐(#)(*),谢元禄,FPGA芯片架构设计与实现,电子工业出版社,55万字,2016.12.26
(2) 余乐(#)(*),刘珊珊,等,深度学习之FPGA设计:核心技术与案例实战,机械工业出版社,60万字,2023.06