org.vizzini.ai.neuralnetwork.layer
Class InputLayer

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

All Implemented Interfaces:

Cloneable, ILayer

public class InputLayer
extends AbstractFunctionLayer

Provides an input 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

InputLayer()
Construct this object.

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

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

Method Summary

void	setActivationFunction(IActivationFunction function) Set the activation function.
void	setInputs(double[] inputs)

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

clearOutputs, equals, evaluate, getActivationFunction, init, isBiasNodeUsed, 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, 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

InputLayer

public InputLayer()

Construct this object.

Since:

v0.3

InputLayer

public InputLayer(String name,
                  int nodeCount)

Construct this object with the given parameters.

Parameters:

name - Name.

nodeCount - Node count.

Since:

v0.3

InputLayer

public InputLayer(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

Method Detail

setActivationFunction

public void setActivationFunction(IActivationFunction function)

Set the activation function.

Specified by:

setActivationFunction in interface ILayer

Overrides:

setActivationFunction in class AbstractFunctionLayer

Parameters:

function - Activation function.

Since:

v0.3

setInputs

public void setInputs(double[] inputs)

Specified by:

setInputs in interface ILayer

Overrides:

setInputs in class AbstractLayer

Parameters:

inputs - The inputs to set.

Since:

v0.3