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

Method	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.

Method	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.
return	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.
return	System

Randomize neuron.

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

public Randomize ( ) : void
return	void

Neuron's inputs count.

protected int inputsCount
return	int

Neuron's output value.

protected double output
return	double

Random number generator.

The generator is used for neuron's weights randomization.

protected static ThreadSafeRandom,AForge rand
return	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
return	AForge.Range

Nouron's wieghts.

protected double[] weights
return	double[]