Package at.tuwien.ifs.somtoolbox.layers

Provides the basic classes constituting SOM-based neural networks.

See:
Description

Interface Summary

Layer	Interface for map layers. TODO: Currently, this is rather limited to rectangular layer structures.
TrainingInterruptionListener	This interface should be implemented by classes that want to train a map with regular interruptions to perform special operations during training.

Class Summary

AdaptiveCoordinatesVirtualLayer
AdaptiveCoordinatesVirtualUnit	A virtual unit for the adaptive coordinates visualisation.
GrowingCellLayer
GrowingCellUnit	Extension of Unit, needed to save additional data of growing cell structures
GrowingLayer	Implementation of a growing Self-Organizing Map layer that can also be static in size.
InputContainer	Base container for input data mapped onto units.
Label	A simple class representing a unit label.
MappedInputs	Wrapper class for input data mapped onto units.
MnemonicGrowingLayer	A mnemonic layer is a rectangular layer that might not have all grid positions occupied by units.
ToroidLayer	Implementation of a toroid Self-Organizing Map layer, i.e.
Unit	Represents a unit on a map.
UnitPair	A pair of units.

Enum Summary

GrowingLayer.Flip
GrowingLayer.Rotation
Layer.GridLayout
Layer.GridTopology
Unit.FeatureWeightMode	Types of feature weighting modes

Exception Summary

LayerAccessException

Is thrown if an illegal access to a layer is performed.

Package at.tuwien.ifs.somtoolbox.layers Description

Provides the basic classes constituting SOM-based neural networks.