C# Class AForge.Neuro.Neuron

Base neuron class.

This is a base neuron class, which encapsulates such common properties, like neuron's input, output and weights.

Protected Properties

Méthode	Description
Compute ( double input ) : double	Computes output value of neuron. The actual neuron's output value is determined by inherited class. The output value is also stored in Output property.
Randomize ( ) : void	Randomize neuron. Initialize neuron's weights with random values within the range specified by RandRange.

Méthode	Description
Neuron ( int inputs ) : System	Initializes a new instance of the Neuron class. The new neuron will be randomized (see Randomize method) after it is created.

Computes output value of neuron.

The actual neuron's output value is determined by inherited class. The output value is also stored in Output property.

public abstract Compute ( double input ) : double
input	double	Input vector.
Résultat	double

Initializes a new instance of the Neuron class.

The new neuron will be randomized (see Randomize method) after it is created.

protected Neuron ( int inputs ) : System
inputs	int	Neuron's inputs count.
Résultat	System

Randomize neuron.

Initialize neuron's weights with random values within the range specified by RandRange.

public Randomize ( ) : void
Résultat	void

Neuron's inputs count.

protected int inputsCount
Résultat	int

Neuron's output value.

protected double output
Résultat	double

Random number generator.

The generator is used for neuron's weights randomization.

protected static ThreadSafeRandom,AForge rand
Résultat	AForge.ThreadSafeRandom

Random generator range.

Sets the range of random generator. Affects initial values of neuron's weight. Default value is [0, 1].

protected static Range,AForge randRange
Résultat	AForge.Range

Nouron's wieghts.

protected double[] weights
Résultat	double[]