de.htwdd.rosenkoenig.neuro.net
Class Tanh

java.lang.Object
  de.htwdd.rosenkoenig.neuro.net.Tanh

All Implemented Interfaces:

ActivationFunction

public class Tanh
extends java.lang.Object
implements ActivationFunction

An activation function using tanh.

Field Summary

private static Tanh

instance

Constructor Summary

private

Tanh() Default ctor

Method Summary

double	compute(double value)
double	computeDerivation(double value)
static Tanh	getInstance()

Methods inherited from class java.lang.Object

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

Field Detail

instance

private static Tanh instance

Constructor Detail

Tanh

private Tanh()

Default ctor

Method Detail

compute

public double compute(double value)

Specified by:

compute in interface ActivationFunction

Parameters:

value - value to compute something from.

Returns:

result computed from value. Takes value and computes something from it using a function.

computeDerivation

public double computeDerivation(double value)

Specified by:

computeDerivation in interface ActivationFunction

Parameters:

value - value to compute something from.

Returns:

result computed from value. Takes value and computes something from it using a derivation of a function.

getInstance

public static Tanh getInstance()

Returns:

the instance of this class