org.vizzini.ai.neuralnetwork.layer
Class DefaultLayer

java.lang.Object
  org.vizzini.util.AbstractBean
      org.vizzini.ai.neuralnetwork.layer.AbstractLayer
          org.vizzini.ai.neuralnetwork.layer.AbstractFunctionLayer
              org.vizzini.ai.neuralnetwork.layer.DefaultLayer

All Implemented Interfaces:

Cloneable, ILayer

public class DefaultLayer
extends AbstractFunctionLayer

Provides a default layer for a neural network.

Since:

v0.3

Version:

v0.3

Author:

Jeffrey M. Thompson

Field Summary

Fields inherited from class org.vizzini.util.AbstractBean

IGNORE_PROPERTIES

Constructor Summary

DefaultLayer()
Construct this object.

DefaultLayer(String name, int nodeCount)
Construct this object with the given parameters.

DefaultLayer(String name, int nodeCount, boolean isBiasNodeUsed)
Construct this object with the given parameters.

Method Summary

Methods inherited from class org.vizzini.ai.neuralnetwork.layer.AbstractFunctionLayer

clearOutputs, equals, evaluate, getActivationFunction, init, isBiasNodeUsed, setActivationFunction, setBiasNodeUsed

Methods inherited from class org.vizzini.ai.neuralnetwork.layer.AbstractLayer

clear, clearInputs, clone, getInput, getInputCount, getInputs, getMaxValueIndex, getName, getOutput, getOutputCount, getOutputs, hashCode, setInput, setInputCount, setInputs, setName, setOutput, setOutputCount, setOutputs, toDetailString, toString

Methods inherited from class org.vizzini.util.AbstractBean

appendArray, appendCollection, appendList, appendMap, compareBooleans, compareObjects, getIgnoreProperties

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

DefaultLayer

public DefaultLayer()

Construct this object.

Since:

v0.3

DefaultLayer

public DefaultLayer(String name,
                    int nodeCount)

Construct this object with the given parameters.

Parameters:

name - Name.

nodeCount - Node count.

Since:

v0.3

DefaultLayer

public DefaultLayer(String name,
                    int nodeCount,
                    boolean isBiasNodeUsed)

Construct this object with the given parameters.

Parameters:

name - Name.

nodeCount - Node count.

isBiasNodeUsed - Flag indicating if a bias node is used.

Since:

v0.3