C# Class Encog.Neural.Thermal.BoltzmannMachine

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

Public Methods

Method Description
BoltzmannMachine ( ) : System

Default constructors.
BoltzmannMachine ( int neuronCount ) : System

Construct a Boltzmann machine with the specified number of neurons.
Compute ( IMLData input ) : IMLData

Note: for Boltzmann networks, you will usually want to call the "run" method to compute the output. This method can be used to copy the input data to the current state. A single iteration is then run, and the new current state is returned.
DecreaseTemperature ( double d ) : void

Decrease the temperature by the specified amount.
EstablishEquilibrium ( ) : void

Run the network until thermal equilibrium is established.
Run ( ) : void

Run the network for all neurons present.
Run ( int i ) : void

Run the network for the specified neuron.
UpdateProperties ( ) : void

Method Details

BoltzmannMachine() public method

Default constructors.
public BoltzmannMachine ( ) : System
return System

BoltzmannMachine() public method

Construct a Boltzmann machine with the specified number of neurons.
public BoltzmannMachine ( int neuronCount ) : System
neuronCount int
return System

Compute() public final method

Note: for Boltzmann networks, you will usually want to call the "run" method to compute the output. This method can be used to copy the input data to the current state. A single iteration is then run, and the new current state is returned.
public final Compute ( IMLData input ) : IMLData
input IMLData The input pattern.
return IMLData

DecreaseTemperature() public method

Decrease the temperature by the specified amount.
public DecreaseTemperature ( double d ) : void
d double The amount to decrease by.
return void

EstablishEquilibrium() public method

Run the network until thermal equilibrium is established.
public EstablishEquilibrium ( ) : void
return void

Run() public method

Run the network for all neurons present.
public Run ( ) : void
return void

Run() public method

Run the network for the specified neuron.
public Run ( int i ) : void
i int The neuron to run for.
return void

UpdateProperties() public method

public UpdateProperties ( ) : void
return void