Class HiddenNeuron

java.lang.Object
  Neuron
      HiddenNeuron

public class HiddenNeuron

extends Neuron

The HiddenNeuron class is used to create Hidden Neurons

Author:

Raymond McBride

Constructor Summary

HiddenNeuron(int slope, int numberOfInputs)
This constructor for the HiddenNeuron sets the slope of it's activation function and the number of it's inputs

HiddenNeuron(int slope, int numberOfInputs, int delays)
This constructor for the HiddenNeuron sets the slope of it's activation function, the number of it's inputs and the number of delays

Method Summary

void	calculateDelayedOutput() Calculates the summation of the delayed output values
void	calculateOutput() Calculates the output
protected double	getInputValue() Gets the input value
double[]	getOutputs() gets the delayed output values
protected double	getOutputValue() Gets the output value
void	input(double input) Adds a new input value
void	setBias(double input) Sets the biased input
protected void	setInputValue(double inputValue) Sets the input value
protected void	setOutputValue(double outputValue) Sets the output value
protected double	sigmoidActivation(double summation) The Sigmoid Activation Function

Methods inherited from class java.lang.Object

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

Constructor Detail

HiddenNeuron

public HiddenNeuron(int slope,
                    int numberOfInputs)

This constructor for the HiddenNeuron sets the slope of it's activation function and the number of it's inputs

Parameters:

slope - The slope of the activation function

numberOfInputs - The number of inputs

HiddenNeuron

public HiddenNeuron(int slope,
                    int numberOfInputs,
                    int delays)

This constructor for the HiddenNeuron sets the slope of it's activation function, the number of it's inputs and the number of delays

Parameters:

slope - The slope of the activation function

numberOfInputs - The number of inputs

delays - The number of delays

Method Detail

calculateDelayedOutput

public void calculateDelayedOutput()

Calculates the summation of the delayed output values

getOutputs

public double[] getOutputs()

gets the delayed output values

Returns:

a double array of delayed output values

input

public void input(double input)

Adds a new input value

Parameters:

input - The new input value

setBias

public void setBias(double input)

Sets the biased input

Parameters:

input - The new input value

calculateOutput

public void calculateOutput()

Calculates the output

sigmoidActivation

protected double sigmoidActivation(double summation)

The Sigmoid Activation Function

Returns:

the activated value

getInputValue

protected double getInputValue()

Gets the input value

Returns:

the input value

setInputValue

protected void setInputValue(double inputValue)

Sets the input value

Parameters:

inputValue - the input value

getOutputValue

protected double getOutputValue()

Gets the output value

Returns:

the output value

setOutputValue

protected void setOutputValue(double outputValue)

Sets the output value

Parameters:

outputValue - the output value