Accelerating Binarized Convolutional Neural Networks with Software-Programmable FPGAs

Ritchie Zhao, Weinan Song, Wentao Zhang, Tianwei Xing, Jeng-Hau Lin, Mani B. Srivastava, Rajesh Gupta, Zhiru Zhang. Accelerating Binarized Convolutional Neural Networks with Software-Programmable FPGAs. In Jonathan W. Greene, Jason Helge Anderson, editors, Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, FPGA 2017, Monterey, CA, USA, February 22-24, 2017. pages 15-24, ACM, 2017. [doi]

Abstract

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