ActivationFunction Enumeration

Function used to activate neuron.

Namespace:	AvlNet
Assembly:	AVL.NET.TS.dll

Member name	Description
ArcTan	\( f(x) = \arctan(x)\)
Elliot	\( f(x) = \frac{x}{1+\|x\|}+0.5\)
FastSigmoidal	The same as Sigmoidal, but uses optimized exponent function.
FastTanh	The same as Tanh, but uses optimized exponent function.
Gauss	\( f(x) = e^{-x^{2} }\)
Linear	Saturated linear function. \( f(x) = \begin{cases} 1 & \text{if } x > 1 \\ 0 & \text{if } x < 0 \\ x & \text{otherwise} \end{cases}\)
Log	Logarithmic function.
Sigmoidal	\( f(x) = \frac{1}{1+e^{-x} }\)
Step	\( f(x) = \begin{cases} 1 & \text{if } x > 0 \\ 0 & \text{otherwise} \end{cases}\)
Tanh	\(f(x) = \tanh(x) = \frac{\exp(2x)-1}{\exp(2x)+1}\)