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Softsign Function Hardware Implementation Using Piecewise Linear Approximation

Published • Dec 1, 2019
NobleIDNI8P66W03R70S44
Authors:
Chih‐Hsiang Chang
,
Enhui Zhang
,
Shih-Hsu Huang

Abstract

Softsign is a widely used activation function in recurrent neural networks. However, no special attention has been paid to the hardware implementation of Softsign function. In this paper, we propose a hardware architecture, which is based on the piecewise linear (PWL) approximation, for the hardware...

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