C# Class NNX.Core.TwoLayerPerceptron

Inheritance: INeuralNetwork

Mostrar archivo Open project: ikhramts/NNX

Public Methods

Method	Description
CalculateGradients ( double input, double target ) : double[][]
FeedForward ( double inputs ) : FeedForwardResult
InitializeWeights ( Random customRand = null ) : void
TwoLayerPerceptron ( int numInputs, int numHidden, int numOutputs, Random customRand = null ) : System

Private Methods

Method	Description
GetInputsWithBias ( double inputs ) : double[]
InitState ( int numInputs, int numHidden, int numOutputs ) : void

Method Details

CalculateGradients() public method

public CalculateGradients ( double input, double target ) : double[][]
input	double
target	double
return	double[][]

FeedForward() public method

public FeedForward ( double inputs ) : FeedForwardResult
inputs	double
return	FeedForwardResult

InitializeWeights() public method

public InitializeWeights ( Random customRand = null ) : void
customRand	System.Random
return	void

TwoLayerPerceptron() public method

public TwoLayerPerceptron ( int numInputs, int numHidden, int numOutputs, Random customRand = null ) : System
numInputs	int
numHidden	int
numOutputs	int
customRand	System.Random
return	System