A Note on the New Activation Function of Gompertz Type

Anton Iliev Iliev, Nikolay Kyurkchiev, Svetoslav Markov

Abstract


In this note we construct a family of parametric Gompertz activation function (PGAF) based on hyperbolic tangent function.
We prove upper and lower estimates for the Hausdorff approximation of the sign function by means of this family.
Some comparisons between the hyperbolic tangent activation function and the new parametric Gompertz activation function are reported.
Numerical examples, illustrating our results are given.


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ISSN 2367-5233 (print)
ISSN 2367-5241 (online)