org.vizzini.ai.neuralnetwork.layer
Class BinaryEncodeLayer

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

All Implemented Interfaces:

Cloneable, ILayer

public class BinaryEncodeLayer
extends AbstractLayer

Provides a layer which performs binary encoding. The input node values are encoded as output binaries. A bias node is not used.

Since:

v0.3

Version:

v0.3

Author:

Jeffrey M. Thompson

Field Summary

Fields inherited from class org.vizzini.util.AbstractBean

IGNORE_PROPERTIES

Constructor Summary

BinaryEncodeLayer()
Construct this object.

BinaryEncodeLayer(String name, BinaryEncoder[] encoders)
Construct this object with the given parameters.

Method Summary

double[]	evaluate(double[] inputs) Apply the given inputs and return the output of the layer.
protected BinaryEncoder[]	getEncoders()
protected void	setEncoders(BinaryEncoder[] encoders) Set the encoders.

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

clear, clearInputs, clearOutputs, clone, equals, getActivationFunction, getInput, getInputCount, getInputs, getMaxValueIndex, getName, getOutput, getOutputCount, getOutputs, hashCode, init, setActivationFunction, 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

BinaryEncodeLayer

public BinaryEncodeLayer()

Construct this object.

Since:

v0.3

BinaryEncodeLayer

public BinaryEncodeLayer(String name,
                         BinaryEncoder[] encoders)

Construct this object with the given parameters.

Parameters:

name - Name.

encoders - Encoders.

Since:

v0.3

Method Detail

evaluate

public double[] evaluate(double[] inputs)

Apply the given inputs and return the output of the layer.

Parameters:

inputs - Node input values.

Since:

v0.3

getEncoders

protected BinaryEncoder[] getEncoders()

Returns:

Return encoders.

setEncoders

protected void setEncoders(BinaryEncoder[] encoders)

Set the encoders. As a side effect, this method resizes the outputs.

Parameters:

encoders - the encoders to set