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Hard-ODT: Hardware-Friendly Online Decision Tree Learning Algorithm and System


Dec 11, 2020
Zhe Lin, Sharad Sinha, Wei Zhang

* arXiv admin note: substantial text overlap with arXiv:2009.01431 

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Decision Tree Based Hardware Power Monitoring for Run Time Dynamic Power Management in FPGA


Sep 03, 2020
Zhe Lin, Wei Zhang, Sharad Sinha

* published as a conference paper in FPL 2017 

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An Ensemble Learning Approach for In-situ Monitoring of FPGA Dynamic Power


Sep 03, 2020
Zhe Lin, Sharad Sinha, Wei Zhang

* published as a journal (TCAD) paper in 2018 

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Towards Efficient and Scalable Acceleration of Online Decision Tree Learning on FPGA


Sep 03, 2020
Zhe Lin, Sharad Sinha, Wei Zhang

* appear as a conference paper in FCCM 2019 

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FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications


Jul 01, 2020
Jieru Zhao, Tingyuan Liang, Liang Feng, Wenchao Ding, Sharad Sinha, Wei Zhang, Shaojie Shen

* IEEE International Conference on Field Programmable Logic and Applications (FPL), 2020 

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Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis


May 06, 2019
Jieru Zhao, Tingyuan Liang, Sharad Sinha, Wei Zhang

* Preprint: to appear in Proceedings of Design, Automation and Test in Europe (DATE 2019) 

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