at.tuwien.ifs.somtoolbox.models

Class MnemonicSOM

java.lang.Object

at.tuwien.ifs.somtoolbox.models.AbstractNetworkModel

at.tuwien.ifs.somtoolbox.models.GrowingSOM

at.tuwien.ifs.somtoolbox.models.MnemonicSOM

All Implemented Interfaces:

SOMToolboxApp, NetworkModel

public class MnemonicSOM
extends GrowingSOM
implements SOMToolboxApp

This class implements so-called Mnemonic SOMs, i.e. two-dimensional SOMs which are not rectangular or quadratic, but have a grid which is not fully occupied with units.
More details can be found in:
Mnemonic SOMs: Recognisable Shapes for Self-Organizing Maps. Proceedings of the 5th Workshop On Self-Organizing Maps Paris (WSOM 2005), pp. 131-138, September 5-8 2005, Paris, France. [Download as PDF].

Version:

$Id: MnemonicSOM.java 3685 2010-07-15 09:15:06Z frank $

Author:

Rudolf Mayer

Nested Class Summary

Nested classes/interfaces inherited from interface at.tuwien.ifs.somtoolbox.apps.SOMToolboxApp

SOMToolboxApp.Type

Field Summary

Fields

Modifier and Type	Field and Description
static SOMToolboxApp.Type	APPLICATION_TYPE
static java.lang.String	DESCRIPTION
static java.lang.String	LONG_DESCRIPTION
static com.martiansoftware.jsap.Parameter[]	OPTIONS

Fields inherited from class at.tuwien.ifs.somtoolbox.models.GrowingSOM

layer

Fields inherited from class at.tuwien.ifs.somtoolbox.models.AbstractNetworkModel

contentType, DEFAULT_LABEL_COUNT, labelled, sharedInputObjects, trainingStart

Fields inherited from interface at.tuwien.ifs.somtoolbox.apps.SOMToolboxApp

DEV_BY_STRING, HOMEPAGE, INFO, INFO_TEXT, LICENSE_TEXT, REQUIRED_MEMBERS, TYPE_GROUPED_COMPARATOR

Constructor Summary

Constructors

Modifier	Constructor and Description
private	MnemonicSOM(int id, Unit su, SOMInputReader ir)
	MnemonicSOM(SOMInputReader ir)

Method Summary

Modifier and Type	Method and Description
static void	main(java.lang.String[] args)

Methods inherited from class at.tuwien.ifs.somtoolbox.models.GrowingSOM

clone, equals, getLayer, train, train

Methods inherited from class at.tuwien.ifs.somtoolbox.models.AbstractNetworkModel

getDataContentType, getInputData, getSharedInputObjects, isLabelled, printTrainingTime, setLabelled, setSharedInputObjects

Methods inherited from class java.lang.Object

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

Field Detail

DESCRIPTION

public static java.lang.String DESCRIPTION

LONG_DESCRIPTION

public static java.lang.String LONG_DESCRIPTION

OPTIONS

public static final com.martiansoftware.jsap.Parameter[] OPTIONS

APPLICATION_TYPE

public static final SOMToolboxApp.Type APPLICATION_TYPE

Constructor Detail

MnemonicSOM

public MnemonicSOM(SOMInputReader ir)
            throws SOMToolboxException

Throws:

SOMToolboxException

MnemonicSOM

private MnemonicSOM(int id,
                    Unit su,
                    SOMInputReader ir)
             throws SOMToolboxException

Throws:

SOMToolboxException

Method Detail

main

public static void main(java.lang.String[] args)