ANN_MLPAnnMlpActivationFunction Enumeration |
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Possible activation functions
Namespace:
Emgu.CV.ML
Assembly:
Emgu.CV.World (in Emgu.CV.World.dll) Version: 4.1.0.3408 (4.1.0.3408)
Syntaxpublic enum AnnMlpActivationFunction
Public Enumeration AnnMlpActivationFunction
public enum class AnnMlpActivationFunction
type AnnMlpActivationFunction
Members
| Member name | Value | Description |
---|
| Identity | 0 |
Identity function: f(x)=x
|
| SigmoidSym | 1 |
Symmetrical sigmoid: f(x)=beta*(1-e^{-alpha x})/(1+e^{-alpha x})
|
| Gaussian | 2 |
Gaussian function: f(x)=beta e^{-alpha x*x}
|
| Relu | 3 |
ReLU function: f(x)=max(0,x)
|
| LeakyRelu | 4 |
Leaky ReLU function:
for x>0, $f(x)=x;
and x<=0, f(x)=alpha x
|
See Also