org.encog.neural.pattern
Class ART1Pattern

java.lang.Object
  org.encog.neural.pattern.ART1Pattern

All Implemented Interfaces:

NeuralNetworkPattern

public class ART1Pattern
extends Object
implements NeuralNetworkPattern

Pattern to create an ART-1 neural network.

Constructor Summary

ART1Pattern()

Method Summary

void	addHiddenLayer(int count) This will fail, hidden layers are not supported for this type of network.
void	clear() Clear any properties set for this network.
MLMethod	generate() Generate the neural network.
double	getA1()
double	getB1()
double	getC1()
double	getD1()
double	getL()
double	getVigilance()
void	setA1(double a1) Set the A1 parameter.
void	setActivationFunction(ActivationFunction activation) This method will throw an error, you can't set the activation function for an ART1.
void	setB1(double b1) Set the B1 parameter.
void	setC1(double c1) Set the C1 parameter.
void	setD1(double d1) Set the D1 parameter.
void	setInputNeurons(int count) Set the input neuron (F1 layer) count.
void	setL(double l) Set the L parameter.
void	setOutputNeurons(int count) Set the output neuron (F2 layer) count.
void	setVigilance(double vigilance) Set the vigilance for the network.

Methods inherited from class java.lang.Object

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

Constructor Detail

ART1Pattern

public ART1Pattern()

Method Detail

addHiddenLayer

public final void addHiddenLayer(int count)

This will fail, hidden layers are not supported for this type of network.

Specified by:

addHiddenLayer in interface NeuralNetworkPattern

Parameters:

count - Not used.

clear

public final void clear()

Clear any properties set for this network.

Specified by:

clear in interface NeuralNetworkPattern

generate

public final MLMethod generate()

Generate the neural network.

Specified by:

generate in interface NeuralNetworkPattern

Returns:

The generated neural network.

getA1

public final double getA1()

Returns:

The A1 parameter.

getB1

public final double getB1()

Returns:

The B1 parameter.

getC1

public final double getC1()

Returns:

The C1 parameter.

getD1

public final double getD1()

Returns:

The D1 parameter.

getL

public final double getL()

Returns:

The L parameter.

getVigilance

public final double getVigilance()

Returns:

The vigilance for the network.

setA1

public final void setA1(double a1)

Set the A1 parameter.

Parameters:

a1 - The new value.

setActivationFunction

public final void setActivationFunction(ActivationFunction activation)

This method will throw an error, you can't set the activation function for an ART1. type network.

Specified by:

setActivationFunction in interface NeuralNetworkPattern

Parameters:

activation - The activation function.

setB1

public final void setB1(double b1)

Set the B1 parameter.

Parameters:

b1 - The new value.

setC1

public final void setC1(double c1)

Set the C1 parameter.

Parameters:

c1 - The new value.

setD1

public final void setD1(double d1)

Set the D1 parameter.

Parameters:

d1 - The new value.

setInputNeurons

public final void setInputNeurons(int count)

Set the input neuron (F1 layer) count.

Specified by:

setInputNeurons in interface NeuralNetworkPattern

Parameters:

count - The input neuron count.

setL

public final void setL(double l)

Set the L parameter.

Parameters:

l - The new value.

setOutputNeurons

public final void setOutputNeurons(int count)

Set the output neuron (F2 layer) count.

Specified by:

setOutputNeurons in interface NeuralNetworkPattern

Parameters:

count - The output neuron count.

setVigilance

public final void setVigilance(double vigilance)

Set the vigilance for the network.

Parameters:

vigilance - The new value.