de.jungblut.math.activation

Class LogActivationFunction

java.lang.Object

de.jungblut.math.activation.AbstractActivationFunction

de.jungblut.math.activation.LogActivationFunction

All Implemented Interfaces:

ActivationFunction

public final class LogActivationFunction
extends AbstractActivationFunction

Log activation function, guarded against NaN and infinity edge cases.

Author:

thomas.jungblut

Constructor Summary

Constructors

Constructor and Description
LogActivationFunction()

Method Summary

Modifier and Type	Method and Description
double	apply(double input) Applies the activation function on the given element.
double	gradient(double input) Applies the gradient of the activation function on the given element.

Methods inherited from class de.jungblut.math.activation.AbstractActivationFunction

apply, apply, gradient, gradient, newInstance, newInstance, toString

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

LogActivationFunction

public LogActivationFunction()

Method Detail

apply

public double apply(double input)

Description copied from interface: ActivationFunction

Applies the activation function on the given element.

gradient

public double gradient(double input)

Description copied from interface: ActivationFunction

Applies the gradient of the activation function on the given element.