C# Class xpidea.neuro.net.backprop.EpochBackPropagationNetwork

Nwtwork that implements Epoch training strategy.

Inheritance: BackPropagationNetwork

Méthodes publiques

Méthode	Description
CreateLink ( ) : NeuroLink	Overridden.Creates new xpidea.neuro.net.backprop.EpochBackPropagationLink
Epoch ( int epoch ) : void	Overridden.Finalizes trainig cycle of the network. Used by xpidea.neuro.net.NeuralNetwork.Train method of the network.
EpochBackPropagationNetwork ( double learningRate, double momentum, int nodesInEachLayer ) : System	Constructs EpochBackPropagationNetwork network.
EpochBackPropagationNetwork ( string fileName ) : System	Creates the network from a file.
Train ( PatternsCollection patterns ) : void	Overridden.Trains the network (makes the network learn the patterns).

Méthode	Description
GetNetworkType ( ) : NeuralNetworkType	Overridden.Returns xpidea.neuro.net.NeuralNetworkType.nntEpochBackProp for this network.

Overridden.Creates new xpidea.neuro.net.backprop.EpochBackPropagationLink

public CreateLink ( ) : NeuroLink
Résultat	NeuroLink

Overridden.Finalizes trainig cycle of the network. Used by xpidea.neuro.net.NeuralNetwork.Train method of the network.

public Epoch ( int epoch ) : void
epoch	int	Number of patterns was exposed to the network.
Résultat	void

Constructs EpochBackPropagationNetwork network.

public EpochBackPropagationNetwork ( double learningRate, double momentum, int nodesInEachLayer ) : System
learningRate	double	Network's leraning rate.
momentum	double	Nodes momentum.
nodesInEachLayer	int	Nodes in each layer.
Résultat	System

Creates the network from a file.

public EpochBackPropagationNetwork ( string fileName ) : System
fileName	string
Résultat	System

Overridden.Returns xpidea.neuro.net.NeuralNetworkType.nntEpochBackProp for this network.

protected GetNetworkType ( ) : NeuralNetworkType
Résultat	NeuralNetworkType

Overridden.Trains the network (makes the network learn the patterns).

public Train ( PatternsCollection patterns ) : void
patterns	xpidea.neuro.net.patterns.PatternsCollection	Training patterns.
Résultat	void