org.joone.engine

Class SineLayer

java.lang.Object

org.joone.engine.Layer

org.joone.engine.SimpleLayer

org.joone.engine.SineLayer

All Implemented Interfaces:

java.io.Serializable, java.lang.Runnable, Learnable, LearnableLayer, NeuralLayer, Inspectable

public class SineLayer
extends SimpleLayer
implements LearnableLayer

The output of a sine layer neuron is the sum of the weighted input values, applied to a sine (sin(x)). Neurons with sine activation problems might be useful in problems with periodicity.

See Also:

parent, parent, implemented interface, Serialized Form

Field Summary

Fields inherited from class org.joone.engine.Layer

STOP_FLAG

Constructor Summary

Constructors

Constructor and Description
SineLayer() Creates a new instance of SineLayer
SineLayer(java.lang.String aName) Creates a new instance of SineLayer

Method Summary

Modifier and Type	Method and Description
void	backward(double[] aPattern) Reverse transfer function of the component.

Methods inherited from class org.joone.engine.SimpleLayer

getLearningRate, getLrate, getMomentum, setLrate, setMomentum, setMonitor

Methods inherited from class org.joone.engine.Layer

addInputSynapse, addNoise, addOutputSynapse, check, copyInto, finalize, fwdRun, getAllInputs, getAllOutputs, getBias, getDimension, getLastOutputs, getLayerName, getLearner, getMonitor, getRows, hasStepCounter, init, initLearner, InspectableTitle, Inspections, isInputLayer, isOutputLayer, isRunning, join, randomize, removeAllInputs, removeAllOutputs, removeInputSynapse, removeOutputSynapse, revRun, run, setAllInputs, setAllOutputs, setBias, setInputSynapses, setLayerName, setOutputSynapses, setRows, start, stop, toString

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.joone.engine.Learnable

getLearner, getMonitor, initLearner

Methods inherited from interface org.joone.engine.NeuralLayer

addInputSynapse, addNoise, addOutputSynapse, check, copyInto, getAllInputs, getAllOutputs, getBias, getLayerName, getMonitor, getRows, isRunning, removeAllInputs, removeAllOutputs, removeInputSynapse, removeOutputSynapse, setAllInputs, setAllOutputs, setBias, setLayerName, setMonitor, setRows, start

Constructor Detail

SineLayer

public SineLayer()

Creates a new instance of SineLayer

SineLayer

public SineLayer(java.lang.String aName)

Creates a new instance of SineLayer

Parameters:

aName - The name of the layer

Method Detail

backward

public void backward(double[] aPattern)
              throws JooneRuntimeException

Description copied from class: Layer

Reverse transfer function of the component.

Parameters:

aPattern - input pattern on which to apply the transfer function

Throws:

JooneRuntimeException