分段线性函数的无乘数实现

D. Horrocks, S. Conder
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引用次数: 0

摘要

提出了一种基于简单非线性算子的分段线性函数表示方法。它利用原始算子图合成,可以获得低复杂度的无乘数结构。以神经网络中的一个s型函数为例,说明了该方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiplier-less realisation of piecewise linear functions
A method for the representation of a piecewise linear function, based on simple nonlinear operators is presented. It utilises primitive operator graph synthesis, which enables a low complexity multiplierless structure to be obtained. The example of a sigmoid function for neural networks, is used to illustrate the method.
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