jhpro.nnet.jknnl

Class HardLimitActivationFunction

java.lang.Object

jhpro.nnet.jknnl.HardLimitActivationFunction

All Implemented Interfaces:

ActivationFunctionModel

public class HardLimitActivationFunction
extends java.lang.Object
implements ActivationFunctionModel

Hard Limit Activation Funciton return 1 if input value is greater then threshold and 0 otherwise. It allows a neuron to make a decision or classification.

Constructor Summary

Constructors

Constructor and Description
HardLimitActivationFunction(double p) Creates a new instance of HardLimitActivationFunction with specified parameters p

Method Summary

Modifier and Type	Method and Description
double[]	getParamateres() Return array contains parameters list
double	getValue(double inputValue) Return 1 if input value is greater then p and 0 otherwise
void	setParameteres(double[] paramateresList) Set parameters for hard limit activation function

Methods inherited from class java.lang.Object

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

Constructor Detail

HardLimitActivationFunction

public HardLimitActivationFunction(double p)

Creates a new instance of HardLimitActivationFunction with specified parameters p

Parameters:

p - threshold of hard limit

Method Detail

setParameteres

public void setParameteres(double[] paramateresList)

Set parameters for hard limit activation function

Specified by:

setParameteres in interface ActivationFunctionModel

Parameters:

paramateresList - Array of parameters

getParamateres

public double[] getParamateres()

Return array contains parameters list

Specified by:

getParamateres in interface ActivationFunctionModel

Returns:

Array of parameters

getValue

public double getValue(double inputValue)

Return 1 if input value is greater then p and 0 otherwise

Specified by:

getValue in interface ActivationFunctionModel

Parameters:

inputValue - input Value

Returns:

value of the function