FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations

Yichi Zhang, Junhao Pan, Xinheng Liu, Hongzheng Chen, Deming Chen, Zhiru Zhang. FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations. In Lesley Shannon, Michael Adler, editors, FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28 - March 2, 2021. pages 171-182, ACM, 2021. [doi]

Abstract

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