org.encog.neural.pattern

Class ART1Pattern

java.lang.Object

org.encog.neural.pattern.ART1Pattern

All Implemented Interfaces:

NeuralNetworkPattern

public class ART1Pattern
extends java.lang.Object
implements NeuralNetworkPattern

Pattern to create an ART-1 neural network.

Constructor Summary

Constructors

Constructor and Description
ART1Pattern()

Method Summary

Modifier and Type	Method and Description
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 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 void clear()

Clear any properties set for this network.

Specified by:

clear in interface NeuralNetworkPattern

generate

public MLMethod generate()

Generate the neural network.

Specified by:

generate in interface NeuralNetworkPattern

Returns:

The generated neural network.

getA1

public double getA1()

Returns:

The A1 parameter.

getB1

public double getB1()

Returns:

The B1 parameter.

getC1

public double getC1()

Returns:

The C1 parameter.

getD1

public double getD1()

Returns:

The D1 parameter.

getL

public double getL()

Returns:

The L parameter.

getVigilance

public double getVigilance()

Returns:

The vigilance for the network.

setA1

public void setA1(double a1)

Set the A1 parameter.

Parameters:

a1 - The new value.

setActivationFunction

public 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 void setB1(double b1)

Set the B1 parameter.

Parameters:

b1 - The new value.

setC1

public void setC1(double c1)

Set the C1 parameter.

Parameters:

c1 - The new value.

setD1

public void setD1(double d1)

Set the D1 parameter.

Parameters:

d1 - The new value.

setInputNeurons

public 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 void setL(double l)

Set the L parameter.

Parameters:

l - The new value.

setOutputNeurons

public 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 void setVigilance(double vigilance)

Set the vigilance for the network.

Parameters:

vigilance - The new value.