C# Class Accord.Neuro.Neurons.StochasticNeuron

Inheritance: ActivationNeuron

ファイルを表示 Open project: accord-net/framework

Public Methods

Method	Description
Compute ( double input ) : double	Computes output value of neuron.
Generate ( double input ) : double	Samples the neuron output considering the stochastic activation function.
StochasticNeuron ( int inputs, IStochasticFunction function ) : System	Initializes a new instance of the StochasticNeuron class.

Method Details

Compute() public method

Computes output value of neuron.

public Compute ( double input ) : double
input	double	An input vector.
return	double

Generate() public method

Samples the neuron output considering the stochastic activation function.

public Generate ( double input ) : double
input	double	An input vector.
return	double

StochasticNeuron() public method

Initializes a new instance of the StochasticNeuron class.

public StochasticNeuron ( int inputs, IStochasticFunction function ) : System
inputs	int	Number of inputs for the neuron.
function	IStochasticFunction	Activation function for the neuron.
return	System