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ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers

Dec 31, 2018
Ao Ren, Tianyun Zhang, Shaokai Ye, Jiayu Li, Wenyao Xu, Xuehai Qian, Xue Lin, Yanzhi Wang

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E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs

Dec 12, 2018
Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang

* In The 25th International Symposium on High-Performance Computer Architecture (HPCA 2019) 

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2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy

Sep 06, 2018
Chuhan Min, Aosen Wang, Yiran Chen, Wenyao Xu, Xin Chen

* 8 pages, 6 figures 

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C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing

Aug 02, 2018
Zhe Li, Xiaolong Ma, Hongjia Li, Qiyuan An, Aditya Singh Rathore, Qinru Qiu, Wenyao Xu, Yanzhi Wang

* The paper contains error, and the project is suspended, the results will be not updated in the near future, withdraw is better option than replace 

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Image Dataset for Visual Objects Classification in 3D Printing

Mar 22, 2018
Hongjia Li, Xiaolong Ma, Aditya Singh Rathore, Zhe Li, Qiyuan An, Chen Song, Wenyao Xu, Yanzhi Wang

* It is not accepted and the work needed major reversion and improvement 

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Deep Neural Network Capacity

Feb 18, 2018
Aosen Wang, Hua Zhou, Wenyao Xu, Xin Chen

* There is an error in Average Valid Bits computation in figure 1 in page 2 

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Human Gender Classification: A Review

Mar 16, 2016
Yingxiao Wu, Yan Zhuang, Xi Long, Feng Lin, Wenyao Xu

* This paper has been withdrawn by the author due to several literature mistakes 

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