com.huguesjohnson.jail.neuralNetwork
Class KohonenLayer

java.lang.Object
  |
  +--com.huguesjohnson.jail.neuralNetwork.Layer
        |
        +--com.huguesjohnson.jail.neuralNetwork.KohonenLayer

All Implemented Interfaces:

java.lang.Runnable, java.io.Serializable

public class KohonenLayer

extends Layer

KohonenLayer

See Also:

Serialized Form

Constructor Summary

KohonenLayer()
default constructor

KohonenLayer(int layerSize, int inputSize, double punishRate, double rewardRate, double errorThreshold)
constructor

Method Summary

void	computeOutput() compute the output for the layer
void	runComplete() method invoked when run is complete
void	train() move actual output closer to desired output

Methods inherited from class com.huguesjohnson.jail.neuralNetwork.Layer

adjustTrainingRate, computeError, getDesiredOutput, getDoneTraining, getError, getNeuron, getOutput, getOutput, getSize, initOutput, insertNeuron, insertNeuron, removeNeuron, run, setDesiredOutput, setDoneTraining, setInput, setNeuron, setOutput, start, stop, toString

Methods inherited from class java.lang.Object

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

Constructor Detail

KohonenLayer

public KohonenLayer()

default constructor

KohonenLayer

public KohonenLayer(int layerSize,
                    int inputSize,
                    double punishRate,
                    double rewardRate,
                    double errorThreshold)

constructor

Parameters:

layerSize - the number of neurons in the layer

inputSize - the number of inputs to the layer

punishRate - the punish rate for every neuron in the layer

rewardRate - the reward rate for every neuron in the layer

errorThreshold - the error threshold for every neuron in the layer

Method Detail

runComplete

public void runComplete()

method invoked when run is complete

Overrides:

runComplete in class Layer

train

public void train()

move actual output closer to desired output

Specified by:

train in class Layer

computeOutput

public void computeOutput()

compute the output for the layer

Specified by:

computeOutput in class Layer