Shengjia Shao

According to our database, Shengjia Shao authored at least 8 papers between 2014 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Hardware architectures for machine learning training.

Shengjia Shao

PhD thesis, 2018

Towards Hardware Accelerated Reinforcement Learning for Application-Specific Robotic Control.

Shengjia Shao, Jason Tsai, Michal Mysior, Wayne Luk, Thomas Chau, Alexander Warren, Ben Jeppesen

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2017

Customised pearlmutter propagation: A hardware architecture for trust region policy optimisation.

Shengjia Shao, Wayne Luk

Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

2016

Dataflow design for optimal incremental SVM training.

Shengjia Shao, Oskar Mencer, Wayne Luk

Proceedings of the 2016 International Conference on Field-Programmable Technology, 2016

2015

Recursive pipelined genetic propagation for bilevel optimisation.

Shengjia Shao, Liucheng Guo, Ce Guo, Thomas C. P. Chau, David B. Thomas, Wayne Luk, Stephen Weston

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

2014

MapReduce inspired loop mapping for coarse-grained reconfigurable architecture.

Shouyi Yin, Shengjia Shao, Leibo Liu, Shaojun Wei

Sci. China Inf. Sci., 2014

Map-reduce inspired loop parallelization on CGRA.

Shengjia Shao, Shouyi Yin, Leibo Liu, Shaojun Wei

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Accelerating transfer entropy computation.

Shengjia Shao, Ce Guo, Wayne Luk, Stephen Weston

Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014