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.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
SangerSynapse() Creates a new instance of SangerSynapse

Method Summary

Modifier and Type	Method and Description
Learner	getLearner() Deprecated. - Used only for backward compatibility

Methods inherited from class org.joone.engine.Synapse

addNoise, canCountSteps, check, fwdGet, fwdPut, getIgnoreBefore, getInputDimension, getLearningRate, getMomentum, getMonitor, getName, getOutputDimension, getWeights, init, initLearner, InspectableTitle, Inspections, isEnabled, isInputFull, isLoopBack, isOutputFull, randomize, reset, revGet, revPut, setEnabled, setIgnoreBefore, setInputDimension, setInputFull, setLearningRate, setLoopBack, setMomentum, setMonitor, setName, setOutputDimension, setOutputFull, setWeights

Methods inherited from class java.lang.Object

equals, 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

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()