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NVCell: Standard Cell Layout in Advanced Technology Nodes with Reinforcement Learning


Jul 09, 2021
Haoxing Ren, Matthew Fojtik, Brucek Khailany


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Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update


Jun 26, 2021
Jiawei Zhao, Steve Dai, Rangharajan Venkatesan, Ming-Yu Liu, Brucek Khailany, Bill Dally, Anima Anandkumar


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VS-Quant: Per-vector Scaled Quantization for Accurate Low-Precision Neural Network Inference


Feb 08, 2021
Steve Dai, Rangharajan Venkatesan, Haoxing Ren, Brian Zimmer, William J. Dally, Brucek Khailany


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PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network


Nov 26, 2020
Zhiyao Xie, Haoxing Ren, Brucek Khailany, Ye Sheng, Santosh Santosh, Jiang Hu, Yiran Chen

* 2020 Asia and South Pacific Design Automation Conference (ASP-DAC 2020) 

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FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning


Nov 26, 2020
Zhiyao Xie, Guan-Qi Fang, Yu-Hung Huang, Haoxing Ren, Yanqing Zhang, Brucek Khailany, Shao-Yun Fang, Jiang Hu, Yiran Chen, Erick Carvajal Barboza

* 2020 Asia and South Pacific Design Automation Conference (ASP-DAC 2020) 

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SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks


May 23, 2017
Angshuman Parashar, Minsoo Rhu, Anurag Mukkara, Antonio Puglielli, Rangharajan Venkatesan, Brucek Khailany, Joel Emer, Stephen W. Keckler, William J. Dally


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