com.penguinwerks.jodene.activation
Class TanhActivationFunction

java.lang.Object
  com.penguinwerks.jodene.activation.TanhActivationFunction

All Implemented Interfaces:

ActivationFunction, java.io.Serializable

public class TanhActivationFunction

extends java.lang.Object

implements ActivationFunction

This implements a tanh activation function.

Author:

Paul Hoehne

See Also:

Serialized Form

Constructor Summary

TanhActivationFunction()
Creates a new instance of TanhActivationFunction

Method Summary

double	activation(double val) Returns the tanh activation.
double	derivative(double val) Returns the tanh derivative.
static void	main(java.lang.String[] args)

Methods inherited from class java.lang.Object

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

Constructor Detail

TanhActivationFunction

public TanhActivationFunction()

Creates a new instance of TanhActivationFunction

Method Detail

activation

public double activation(double val)

Returns the tanh activation.

Specified by:

activation in interface ActivationFunction

Parameters:

val - The value.

Returns:

The activaiton value.

derivative

public double derivative(double val)

Returns the tanh derivative.

Specified by:

derivative in interface ActivationFunction

Parameters:

val - The parameter value.

Returns:

The derivative.

main

public static void main(java.lang.String[] args)