C# Class AIMA.Core.Learning.Neural.Perceptron

Inheritance: FunctionApproximator

Show file Open project: PaulMineau/AIMA.Net Class Usage Examples

Public Methods

Method	Description
Perceptron ( int numberOfNeurons, int numberOfInputs ) : System
predict ( NNExample nne ) : Vector
processError ( Vector error ) : void
processInput ( Vector input ) : Vector
testOnDataSet ( NNDataSet nnds ) : int[]
trainOn ( NNDataSet innds, int numberofEpochs ) : void

Method Details

Perceptron() public method

public Perceptron ( int numberOfNeurons, int numberOfInputs ) : System
numberOfNeurons	int
numberOfInputs	int
return	System

predict() public method

public predict ( NNExample nne ) : Vector
nne	NNExample
return	AIMA.Core.Util.Math.Vector

processError() public method

public processError ( Vector error ) : void
error	AIMA.Core.Util.Math.Vector
return	void

processInput() public method

public processInput ( Vector input ) : Vector
input	AIMA.Core.Util.Math.Vector
return	AIMA.Core.Util.Math.Vector

testOnDataSet() public method

public testOnDataSet ( NNDataSet nnds ) : int[]
nnds	NNDataSet
return	int[]

trainOn() public method

public trainOn ( NNDataSet innds, int numberofEpochs ) : void
innds	NNDataSet
numberofEpochs	int
return	void