boone.structure

Class CompiledNeuralNet

java.lang.Object

boone.structure.CompiledNeuralNet

public class CompiledNeuralNet
extends java.lang.Object

Advanced neural net representation. Holds the neurons and links as matrices. Use NeuralNetCompiler to create CompiledNeuralNets.

Author:

Gerald Angerer, Kevin Schoergnhofer

Field Summary

Fields

Modifier and Type	Field and Description
org.ujmp.core.Matrix[]	linkMatrices
protected double[]	neuronBias
protected Function[]	neuronFunctions
org.ujmp.core.Matrix[]	neuronMatrices
protected int	numberOfLayers

Constructor Summary

Constructors

Constructor and Description
CompiledNeuralNet()

Method Summary

Modifier and Type	Method and Description
int	getHiddenNeuronCount() Returns the number of hidden neurons, that is, neurons which are neither input nor output neurons.
int	getInputNeuronCount()
int	getLinkCount()
int	getNeuronCount()
double[]	getOutput()
int	getOutputNeuronCount()
void	innervate()
void	setInput(double[] inputValues)

Methods inherited from class java.lang.Object

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

Field Detail

neuronMatrices

public org.ujmp.core.Matrix[] neuronMatrices

linkMatrices

public org.ujmp.core.Matrix[] linkMatrices

neuronFunctions

protected Function[] neuronFunctions

neuronBias

protected double[] neuronBias

numberOfLayers

protected int numberOfLayers

Constructor Detail

CompiledNeuralNet

public CompiledNeuralNet()

Method Detail

getHiddenNeuronCount

public int getHiddenNeuronCount()

Returns the number of hidden neurons, that is, neurons which are neither input nor output neurons.

Returns:

number of hidden neurons

getInputNeuronCount

public int getInputNeuronCount()

Returns:

the number of input neurons in the network.

getLinkCount

public int getLinkCount()

Returns:

the number of links in the network.

getNeuronCount

public int getNeuronCount()

Returns:

the number of neurons in the network.

getOutput

public double[] getOutput()

getOutputNeuronCount

public int getOutputNeuronCount()

Returns:

the number of output neurons in the network.

innervate

public void innervate()

setInput

public void setInput(double[] inputValues)