C# Class Encog.Neural.Som.Training.Clustercopy.SOMClusterCopyTraining

SOM cluster copy is a very simple trainer for SOM's. Using this triner all of the training data is copied to the SOM weights. This can provide a functional SOM, or can be used as a starting point for training.

Inheritance: Encog.ML.Train.BasicTraining

Mostrar archivo Open project: encog/encog-silverlight-core Class Usage Examples

Public Methods

Method	Description
Iteration ( ) : void
Pause ( ) : TrainingContinuation
Resume ( TrainingContinuation state ) : void
SOMClusterCopyTraining ( SOMNetwork network, IMLDataSet training ) : Encog.ML	Construct the object.

Private Methods

Method	Description
CopyInputPattern ( int outputNeuron, IMLData input ) : void	Copy the specified input pattern to the weight matrix. This causes an output neuron to learn this pattern "exactly". This is useful when a winner is to be forced.

Method Details

Iteration() public final method

public final Iteration ( ) : void
return	void

Pause() public final method

public final Pause ( ) : TrainingContinuation
return	Encog.Neural.Networks.Training.Propagation.TrainingContinuation

Resume() public method

public Resume ( TrainingContinuation state ) : void
state	Encog.Neural.Networks.Training.Propagation.TrainingContinuation
return	void

SOMClusterCopyTraining() public method

Construct the object.

public SOMClusterCopyTraining ( SOMNetwork network, IMLDataSet training ) : Encog.ML
network	Encog.Neural.SOM.SOMNetwork	The network to train.
training	IMLDataSet	The training data.
return	Encog.ML