Scientific Research
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Paper Publications
- Frequency-domain Inference Acceleration for Convolutional Neural Networks using ReRAMs.Transactions on Parallel and Distributed Systems (TPDS),2023,(CCF-A).
- Bosheng Liu,Xiaoming Chen*,Yinhe Han,Jigang Wu*,Peng Liu,Liang Chang,Haobo Xu,Search-free Inference Acceleration for Sparse Convolutional Neural Networks.IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,2022,(CCF-A).
- Bosheng Liu,Zhuoshen Jiang,Jigang, Wu*,Xiaoming Chen*,Yinhe Han,Peng Liu,F3D: Accelerating 3D Convolutional Neural Networks in Frequency Space Using ReRAM.Design Automation Conference,2021(CCF-A).
- Bosheng Liu,Haobo Xu,Yinhe Han,Xiaoming Chen*,Swallow: A Versatile Accelerator for Sparse Neural Networks.IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD),2020,39(12):4881-4893(CCF-A).
- Bosheng Liu,Xiaoming Chen*,Yinhe Han*,Jiajun Li,Haobo Xu,Xiaowei Li,Accelerating DNN-based 3D Point Cloud Processing for Mobile Computing.SCIENCE CHINA Information Sciences,2019,62212102:1–212102:11(CCF-A).
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MOBILE Version