GaussianActivationFunction Class

The gaussian activation function

For a list of all members of this type, see GaussianActivationFunction Members.

System.Object
   GaussianActivationFunction

[Visual Basic]
Public Class GaussianActivationFunction
   Implements ActivationFunction

[C#]
public class GaussianActivationFunction : ActivationFunction

Remarks

            
                             1                -(x-mu)^2 / (2 * sigma^2)
            f(x)  =  -------------------- *  e
                     sqrt(2 * pi * sigma)
            
            f'(x)  =  y(x) * -2*K*(x - mu) 
            

            C = 1/sqrt(2 * pi * sigma)
            K = 1/(2 * sigma^2)
            

Requirements

Namespace: NeuralNetwork Namespace

Assembly: NeuralNetwork.dll

See Also

GaussianActivationFunction Members | NeuralNetwork Namespace