Soboleva modified hyperbolic tangent information

The Soboleva modified hyperbolic tangent, also known as (parametric) Soboleva modified hyperbolic tangent activation function ([P]SMHTAF),^{[nb 1]} is a special S-shaped function based on the hyperbolic tangent, given by

Equation	Left tail control	Right tail control
$\operatorname {smht} x={\frac {e^{ax}-e^{-bx}}{e^{cx}+e^{-dx}}}.$

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Soboleva modified hyperbolic tangent information

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Soboleva modified hyperbolic tangent

Hyperbolic functions

Sigmoid function

Activation function