POD-RACING: Bulk-Bitwise to Floating Point Compute In Racetrack Memory for Machine Learning at the Edge

Sebastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Chaudhuri, Jingtong Hu, Alex K. Jones

IEEE Micro SI: Artificial Intelligence at the Edge, July 2022.

 

Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream

Yue Tang, Yawen Wu, Peipei Zhou, Jingtong Hu

International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS) in conjunction with (ESWEEK), Shanghai, China, Oct. 7-14, 2022.
Also appears as part of the ESWEEK-TCAD Special Issue, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD).

 

EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization

Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu

ACM Transactions on Design Automation of Electronic Systems (TODAES), Feb. 2022.

 

A Field Programmable Gate Array Implemented Fibre Channel Switch for Big Data Communication towards Smart Manufacturing

Fei Tao, Yue Tang, Xiaofu Zou, Qinglin Qi

Robotics and Computer-Integrated Manufacturing, June. 2019.

 

An FPGA Implemented Data Acquisition Node Card for Heterogeneous Communication Approaches towards Smart Manufacturing

Yue Tang, Xiaofu Zou, Ang Liu, Fei Tao

The 48th International Conference on Computers & Industrial Engineering.

 

Parallel Design of Intelligent Optimization Algorithm Based on FPGA

Xiaofu Zou, Lina Wang, Yue Tang, Yilong Liu, Shicheng Zhan, Fei Tao

International Journal of Advanced Manufacturing Technology, Feb. 2018.

 

Multi-task Parallel Collaborative Design based on SoC Multi-core Architecture

Xiaofu Zou,Yue Tang, Ying Zuo, Shicheng Zhan

International Journal of Service and Computing Oriented Manufacturing, 2018.