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Abstract: In this article, we propose a novel approach to reduce hardware resource consumption when neural networks (NNs) are deployed on field-programmable gate array (FPGA) boards. Rather than using ...

Abstract: In this paper, we present the efficient hardware implementation of hyperbolic tangent activation function, which is most widely used in artificial neural networks for accelerating machine ...