C# Class Accord.Neuro.Neuron

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 specified by the RandGenerator.

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 specified by the RandGenerator.

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 IRandomNumberGenerator rand
return	IRandomNumberGenerator

Neuron's weights.

protected double[] weights
return	double[]