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Shurui Li

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Training Neural Networks for Execution on Approximate Hardware

Apr 08, 2023
Tianmu Li, Shurui Li, Puneet Gupta

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PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator

Nov 10, 2022
Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta

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Bit-serial Weight Pools: Compression and Arbitrary Precision Execution of Neural Networks on Resource Constrained Processors

Jan 25, 2022
Shurui Li, Puneet Gupta

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Batch Processing and Data Streaming Fourier-based Convolutional Neural Network Accelerator

Dec 23, 2021
Zibo Hu, Shurui Li, Russell L. T. Schwartz, Maria Solyanik-Gorgone, Mario Miscuglio, Puneet Gupta, Volker J. Sorger

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Revisiting the double-well problem by deep learning with a hybrid network

Apr 25, 2021
Shurui Li, Jianqin Xu, Jing Qian

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SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration

Mar 03, 2021
Shurui Li, Wojciech Romaszkan, Alexander Graening, Puneet Gupta

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You May Not Need Order in Time Series Forecasting

Oct 21, 2019
Yunkai Zhang, Qiao Jiang, Shurui Li, Xiaoyong Jin, Xueying Ma, Xifeng Yan

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