C# Class AForge.Neuro.DistanceNetwork

Distance network.

Distance network is a neural network of only one distance layer. The network is a base for such neural networks as SOM, Elastic net, etc.

Inheritance: Network

Public Methods

Method	Description
DistanceNetwork ( int inputsCount, int neuronsCount ) : System	Initializes a new instance of the DistanceNetwork class. The new network is randomized (see Neuron.Randomize method) after it is created.
GetWinner ( ) : int	Get winner neuron. The method returns index of the neuron, which weights have the minimum distance from network's input.

Initializes a new instance of the DistanceNetwork class.

The new network is randomized (see Neuron.Randomize method) after it is created.

public DistanceNetwork ( int inputsCount, int neuronsCount ) : System
inputsCount	int	Network's inputs count.
neuronsCount	int	Network's neurons count.
return	System

Get winner neuron.

The method returns index of the neuron, which weights have the minimum distance from network's input.

public GetWinner ( ) : int
return	int