net.sourceforge.cilib.neuralnetwork.generic.topologybuilders
Class InputOutputGenericTopologyBuilder

java.lang.Object
  net.sourceforge.cilib.neuralnetwork.generic.topologybuilders.GenericTopologyBuilder
      net.sourceforge.cilib.neuralnetwork.generic.topologybuilders.FFNNgenericTopologyBuilder
          net.sourceforge.cilib.neuralnetwork.generic.topologybuilders.InputOutputGenericTopologyBuilder

All Implemented Interfaces:

Initializable

public class InputOutputGenericTopologyBuilder
extends FFNNgenericTopologyBuilder

Author:

leo This class constructs a Neural Network topology that consists of only an Input and an Ouput layer, with weight values between them. This Neural Network does not have a hidden layer.

Field Summary

Fields inherited from class net.sourceforge.cilib.neuralnetwork.generic.topologybuilders.FFNNgenericTopologyBuilder

layerSizes, prototypeWeight

Fields inherited from class net.sourceforge.cilib.neuralnetwork.generic.topologybuilders.GenericTopologyBuilder

activationFunction, outputActivationFunction

Constructor Summary

InputOutputGenericTopologyBuilder()

Method Summary

void	addLayer(int nrNeurons) Used to add the array of layer sizes in XML
ArrayList<ArrayList<NeuronConfig>>	createLayerList() Assemble the Neural Network
void	initialize()

Methods inherited from class net.sourceforge.cilib.neuralnetwork.generic.topologybuilders.FFNNgenericTopologyBuilder

setAddLayer, setPrototypeWeight

Methods inherited from class net.sourceforge.cilib.neuralnetwork.generic.topologybuilders.GenericTopologyBuilder

getActivationFunction, getOutputActivationFunction, setActivationFunction, setOutputActivationFunction

Methods inherited from class java.lang.Object

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

Constructor Detail

InputOutputGenericTopologyBuilder

public InputOutputGenericTopologyBuilder()

Method Detail

createLayerList

public ArrayList<ArrayList<NeuronConfig>> createLayerList()

Assemble the Neural Network

Overrides:

createLayerList in class FFNNgenericTopologyBuilder

Returns:

the Layer List of NeuronConfig that represents the Neural Network

initialize

public void initialize()

Specified by:

initialize in interface Initializable

Overrides:

initialize in class FFNNgenericTopologyBuilder

addLayer

public void addLayer(int nrNeurons)

Used to add the array of layer sizes in XML

Overrides:

addLayer in class FFNNgenericTopologyBuilder