C# Class Encog.Neural.Networks.Logic.ART1Logic

Inheritance: ARTLogic

Exibir arquivo Open project: encog/encog-silverlight-core

Public Methods

Method	Description
AdjustWeights ( ) : void	Adjust the weights for the pattern just presented.
Compute ( INeuralData input, NeuralOutputHolder useHolder ) : INeuralData	Compute the output for the BasicNetwork class.
Compute ( BiPolarNeuralData input, BiPolarNeuralData output ) : void	Compute the output from the ART1 network. This can be called directly or used by the BasicNetwork class. Both input and output should be bipolar numbers.
Init ( BasicNetwork network ) : void	Setup the network logic, read parameters from the network.
Magnitude ( BiPolarNeuralData input ) : double	Get the magnitude of the specified input.
Reset ( ) : void	Reset the weight matrix back to starting values.

Private Methods

Method	Description
ComputeF1 ( BiPolarNeuralData input ) : void	Compute the output from the F1 layer.
ComputeF2 ( ) : void	Compute the output from the F2 layer.
GetOutput ( BiPolarNeuralData output ) : void	Copy the output from the network to another object.
SetInput ( BiPolarNeuralData input ) : void	Set the input to the neural network.

Method Details

AdjustWeights() public method

Adjust the weights for the pattern just presented.

public AdjustWeights ( ) : void
return	void

Compute() public method

Compute the output for the BasicNetwork class.

public Compute ( INeuralData input, NeuralOutputHolder useHolder ) : INeuralData
input	INeuralData	The input to the network.
useHolder	NeuralOutputHolder	The NeuralOutputHolder to use.
return	INeuralData

Compute() public method

Compute the output from the ART1 network. This can be called directly or used by the BasicNetwork class. Both input and output should be bipolar numbers.

public Compute ( BiPolarNeuralData input, BiPolarNeuralData output ) : void
input	Encog.Neural.NeuralData.Bipolar.BiPolarNeuralData	The input to the network.
output	Encog.Neural.NeuralData.Bipolar.BiPolarNeuralData	The output from the network.
return	void

Init() public method

Setup the network logic, read parameters from the network.

public Init ( BasicNetwork network ) : void
network	BasicNetwork	The network that this logic class belongs to.
return	void

Magnitude() public method

Get the magnitude of the specified input.

public Magnitude ( BiPolarNeuralData input ) : double
input	Encog.Neural.NeuralData.Bipolar.BiPolarNeuralData	The input to calculate the magnitude for.
return	double

Reset() public method

Reset the weight matrix back to starting values.

public Reset ( ) : void
return	void