org.joone.engine
Class RbfLayer

java.lang.Object
  org.joone.engine.Layer
      org.joone.engine.RbfLayer

All Implemented Interfaces:

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

Direct Known Subclasses:

RbfGaussianLayer

public abstract class RbfLayer
extends Layer

This is the basis (helper) for radial basis function layers.

Author:

Boris Jansen

See Also:

Serialized Form

Field Summary

Fields inherited from class org.joone.engine.Layer

bias, gradientInps, gradientOuts, inps, inputPatternListeners, learnable, learning, m_batch, monitor, myLearner, outputPatternListeners, outs, running, step, STOP_FLAG

Constructor Summary

RbfLayer()
Creates a new instance of RbfLayer

RbfLayer(java.lang.String anElemName)
Creates a new instance of RbfLayer

Method Summary

protected void	adjustSizeToFwdPattern(double[] aPattern) Adjusts the size of a layer if the size of the forward pattern differs.
protected void	setDimensions() Sets the dimension of the layer.

Methods inherited from class org.joone.engine.Layer

addInputSynapse, addNoise, addOutputSynapse, adjustSizeToRevPattern, backward, check, checkInputEnabled, checkInputs, checkOutputs, copyInto, finalize, fireFwdGet, fireFwdPut, fireRevGet, fireRevPut, forward, fwdRun, getAllInputs, getAllOutputs, getBias, getDefaultState, getDerivative, getDimension, getLastGradientInps, getLastGradientOuts, getLastInputs, getLastOutputs, getLayerName, getLearner, getMaximumState, getMinimumState, getMonitor, getRows, getThreadMonitor, hasStepCounter, init, initLearner, InspectableTitle, Inspections, isInputLayer, isOutputLayer, isRunning, join, randomize, randomizeBias, randomizeWeights, removeAllInputs, removeAllOutputs, removeInputSynapse, removeListener, removeOutputSynapse, resetInputListeners, revRun, run, setAllInputs, setAllOutputs, setBias, setConnDimensions, setInputDimension, setInputSynapses, setLastInputs, setLastOutputs, setLayerName, setMonitor, setOutputDimension, setOutputSynapses, setRows, start, stop, sumBackInput, sumInput, toString

Methods inherited from class java.lang.Object

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

Constructor Detail

RbfLayer

public RbfLayer()

Creates a new instance of RbfLayer

RbfLayer

public RbfLayer(java.lang.String anElemName)

Creates a new instance of RbfLayer

Parameters:

anElemName - The name of the Layer

Method Detail

setDimensions

protected void setDimensions()

Description copied from class: Layer

Sets the dimension of the layer. Override to define how the internal buffers must be sized.

Specified by:

setDimensions in class Layer

adjustSizeToFwdPattern

protected void adjustSizeToFwdPattern(double[] aPattern)

Adjusts the size of a layer if the size of the forward pattern differs.

Overrides:

adjustSizeToFwdPattern in class Layer

Parameters:

aPattern - the pattern holding a different size than the layer (dimension of neurons is not in accordance with the dimension of the pattern that is being forwarded).