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High-Performance FPGA-based Accelerator for Bayesian Neural Networks

May 12, 2021
Hongxiang Fan, Martin Ferianc, Miguel Rodrigues, Hongyu Zhou, Xinyu Niu, Wayne Luk

* Design Automation Conference (DAC) 2021 

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Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going

Jan 21, 2019
Erwei Wang, James J. Davis, Ruizhe Zhao, Ho-Cheung Ng, Xinyu Niu, Wayne Luk, Peter Y. K. Cheung, George A. Constantinides

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Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA

Sep 04, 2018
Ruizhe Zhao, Ho-Cheung Ng, Wayne Luk, Xinyu Niu

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