C# Class Encog.Neural.Thermal.HopfieldNetwork

Inheritance: ThermalNetwork

Show file Open project: encog/encog-silverlight-core Class Usage Examples

Public Methods

Method	Description
AddPattern ( IMLData pattern ) : void	Train the neural network for the specified pattern. The neural network can be trained for more than one pattern. To do this simply call the train method more than once.
Compute ( IMLData input ) : IMLData	Note: for Hopfield 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.
HopfieldNetwork ( ) : System	Default constructor.
HopfieldNetwork ( int neuronCount ) : System	Construct a Hopfield with the specified neuron count.
Run ( ) : void	Perform one Hopfield iteration.
RunUntilStable ( int max ) : int	Run the network until it becomes stable and does not change from more runs.
UpdateProperties ( ) : void

Private Methods

Method	Description
ConvertHopfieldMatrix ( Matrix delta ) : void	Update the Hopfield weights after training.

Method Details

AddPattern() public method

Train the neural network for the specified pattern. The neural network can be trained for more than one pattern. To do this simply call the train method more than once.

public AddPattern ( IMLData pattern ) : void
pattern	IMLData	The pattern to train for.
return	void

Compute() public final method

Note: for Hopfield 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

HopfieldNetwork() public method

Default constructor.

public HopfieldNetwork ( ) : System
return	System

HopfieldNetwork() public method

Construct a Hopfield with the specified neuron count.

public HopfieldNetwork ( int neuronCount ) : System
neuronCount	int	The neuron count.
return	System

Run() public method

Perform one Hopfield iteration.

public Run ( ) : void
return	void

RunUntilStable() public method

Run the network until it becomes stable and does not change from more runs.

public RunUntilStable ( int max ) : int
max	int	The maximum number of cycles to run before giving up.
return	int

UpdateProperties() public method

public UpdateProperties ( ) : void
return	void