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|Exponential Linear Sigmoid SquasHing (ELiSH)<ref>{{Citation |last1=Basirat |first1=Mina |title=The Quest for the Golden Activation Function |date=2018-08-02 |arxiv=1808.00783 |last2=Roth |first2=Peter M.}}</ref>
|[[File:Elish_activation_function.png|thumb|An image of the ELiSH activation function plotted over the range [-3, 3] with a minumum value of ~0.881 at x ~= -0.172
|<math>\begin{cases}
\frac{e^x - 1}{1 + e^{-x}} & \text{if } x < 0 \\
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