org.joone.engine
Class SangerSynapse

java.lang.Object
  org.joone.engine.Synapse
      org.joone.engine.FullSynapse
          org.joone.engine.SangerSynapse

All Implemented Interfaces:

java.io.Serializable, InputPatternListener, Learnable, LearnableSynapse, NeuralElement, OutputPatternListener, Inspectable

public class SangerSynapse
extends FullSynapse

This is the synapse useful to extract the principal components from an input data set. This synapse implements the so called Sanger PCA algorithm.

Author:

pmarrone

See Also:

Serialized Form

Field Summary

Fields inherited from class org.joone.engine.Synapse

array, b_pattern, bitems, bouts, count, enabled, fwdLock, inps, items, learnable, m_batch, m_pattern, myLearner, outs, revLock

Constructor Summary

SangerSynapse()
Creates a new instance of SangerSynapse

Method Summary

protected void	backward(double[] pattern) Training Function
Learner	getLearner() Deprecated. - Used only for backward compatibility

Methods inherited from class org.joone.engine.FullSynapse

forward, setArrays, setDimensions

Methods inherited from class org.joone.engine.Synapse

addNoise, canCountSteps, check, fwdGet, fwdPattern_consume, fwdPattern_produce, fwdPut, getCount, getFwdLock, getIgnoreBefore, getInputDimension, getLearningRate, getMomentum, getMonitor, getName, getOutputDimension, getRevLock, getSynapseNameSafely, getWeights, init, initLearner, InspectableTitle, Inspections, isEnabled, isInputFull, isLoopBack, isOutputFull, randomize, readResolve, reset, revGet, revPattern_consume, revPattern_produce, revPut, setEnabled, setIgnoreBefore, setInputDimension, setInputFull, setLearningRate, setLoopBack, setMomentum, setMonitor, setName, setOutputDimension, setOutputFull, setWeights, warnLogger, warnLogger

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.joone.engine.LearnableSynapse

getInputDimension, getLearningRate, getMomentum, getOutputDimension, getWeights, setWeights

Methods inherited from interface org.joone.engine.Learnable

getMonitor, initLearner

Constructor Detail

SangerSynapse

public SangerSynapse()

Creates a new instance of SangerSynapse

Method Detail

backward

protected void backward(double[] pattern)

Training Function

Overrides:

backward in class FullSynapse

Parameters:

pattern - double[] - Input pattern used to calculate the weight's modifications

getLearner

public Learner getLearner()

Deprecated. - Used only for backward compatibility

Description copied from class: Synapse

Returns the appropriate Learner object for this class depending on the Monitor.learningMode property value

Specified by:

getLearner in interface Learnable

Overrides:

getLearner in class FullSynapse

Returns:

the Learner object if applicable, otherwise null

See Also:

Learnable.getLearner()