C# 클래스 AForge.Neuro.Neuron

Base neuron class.

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

보호된 프로퍼티들

메소드	설명
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.

메소드	설명
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.
리턴	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.
리턴	System

Randomize neuron.

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

public Randomize ( ) : void
리턴	void

Neuron's inputs count.

protected int inputsCount
리턴	int

Neuron's output value.

protected double output
리턴	double

Random number generator.

The generator is used for neuron's weights randomization.

protected static ThreadSafeRandom,AForge rand
리턴	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
리턴	AForge.Range

Nouron's wieghts.

protected double[] weights
리턴	double[]