net.sourceforge.cilib.neuralnetwork.generic.neuron
Class HyperbollicTangentOutputFunction

java.lang.Object
  net.sourceforge.cilib.neuralnetwork.generic.neuron.HyperbollicTangentOutputFunction

All Implemented Interfaces:

Serializable, NeuronFunction, Cloneable

public class HyperbollicTangentOutputFunction
extends Object
implements NeuronFunction

Hyperbollic Tangent Function.

See Also:

Serialized Form

Constructor Summary

HyperbollicTangentOutputFunction()

Method Summary

Type	computeDerivativeAtPos(Type pos)
Type	computeDerivativeUsingLastOutput(Type lastOut)
Type	computeFunction(Type in)
HyperbollicTangentOutputFunction	getClone() Create a cloned copy of the current object and return it.
double	getLowerActiveRange() Return the lowerbound for the active range of this NeuronFunction
double	getUpperActiveRange() Return the upperbound for the active range of this NeuronFunction

Methods inherited from class java.lang.Object

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

Constructor Detail

HyperbollicTangentOutputFunction

public HyperbollicTangentOutputFunction()

Method Detail

computeDerivativeAtPos

public Type computeDerivativeAtPos(Type pos)

Specified by:

computeDerivativeAtPos in interface NeuronFunction

computeDerivativeUsingLastOutput

public Type computeDerivativeUsingLastOutput(Type lastOut)

Specified by:

computeDerivativeUsingLastOutput in interface NeuronFunction

computeFunction

public Type computeFunction(Type in)

Specified by:

computeFunction in interface NeuronFunction

getClone

public HyperbollicTangentOutputFunction getClone()

Create a cloned copy of the current object and return it. In general the created copy will be a deep copy of the provided instance. As a result this operation an be quite expensive if used incorrectly.

Specified by:

getClone in interface NeuronFunction

Specified by:

getClone in interface Cloneable

Returns:

An exact clone of the current object instance.

See Also:

Object.clone()

getLowerActiveRange

public double getLowerActiveRange()

Return the lowerbound for the active range of this NeuronFunction The active range is -Sqrt(3) - Sqrt(3), and Sqrt(3) = 1.732050808

Specified by:

getLowerActiveRange in interface NeuronFunction

Returns:

the lowerbound

getUpperActiveRange

public double getUpperActiveRange()

Return the upperbound for the active range of this NeuronFunction

Specified by:

getUpperActiveRange in interface NeuronFunction

Returns:

the upperbound