ELEC 515: Embedded Machine Learning @Rice University 

Topic: FPGA for AI Inference: Hardware Accelerator Design and Development

Invited Speaker, Nov. 2020 [ Slides ] 

IEEE Council on Electronic Design Automation (CEDA) Lecture Series (virtual)

Topic: FPGA-based Accelerator Design for AI Inference

Presenter, Aug. 2020 (in Chinese)

  • Lecture 1: 于FPGA的AI推断加速器综述 (8月1日, 北京时间上午10:00) [ Slides ] 

  • Lecture 2: 面向FPGA加速器的电子设计自动化工具开发与应用 (8月8日, 北京时间上午10:00) [ Slides ]

  • Lecture 3: 使用软硬件协同设计提高FPGA加速器推断性能与效率 (8月15, 北京时间上午10:00) [ Slides ]

ECE 498 ICC: IoT and Cognitive Computing @UIUC 

Head Teaching Assistant, Spring 2020

Course taught by Prof. Deming Chen, Wen-mei Hwu, and Jinjun Xiong.

ECE 498 ICC: IoT and Cognitive Computing @UIUC 

Teaching Assistant, Spring 2019

Course taught by Prof. Deming Chen, Wen-mei Hwu, and Jinjun Xiong.

Reviewer

  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)

  • ACM Transactions on Reconfigurable Technology and Systems (TRETS)

  • ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)

  • IEEE International Symposium On Field-Programmable Custom Computing Machines (FCCM)

  • ACM/IEEE Design Automation Conference (DAC)

  • IEEE/ACM International Conference On Computer-Aided Design (ICCAD)