C# Class AdvancedOCR.FeedForwardWeights

Inheritance: BiasedWeights

Datei anzeigen Open project: patrickmeiring/LeNet Class Usage Examples

Public Properties

Property	Type	Description
InputNeurons	int
OutputNeurons	int

Protected Properties

Property	Type	Description
Weight	double[]
WeightStepSize	double[]

Public Methods

Method	Description
FeedForwardWeights ( int inputLength, int outputLength ) : System
ToString ( ) : string

Protected Methods

Method	Description
CompletePreTrainingCore ( ) : void
EstimateBiasSecondDerivative ( Step downstream ) : void
PreTrainCore ( Step downstream ) : void
PropogateError ( Step downstream, Step upstream, int upstreamNeuron, int inputNeuron ) : void
PropogateForward ( Step downstream, Step upstream, int upstreamNeuron, int inputNeuron ) : void
PropogateForwardCore ( Step downstream ) : void
PropogateSecondDerivatives ( Step downstream, Step upstream, int upstreamNeuron, int inputNeuron ) : void
StartPreTrainingCore ( ) : void
TrainCore ( Step downstream ) : void

Method Details

CompletePreTrainingCore() protected method

protected CompletePreTrainingCore ( ) : void
return	void

EstimateBiasSecondDerivative() protected method

protected EstimateBiasSecondDerivative ( Step downstream ) : void
downstream	Step
return	void

FeedForwardWeights() public method

public FeedForwardWeights ( int inputLength, int outputLength ) : System
inputLength	int
outputLength	int
return	System

PreTrainCore() protected method

protected PreTrainCore ( Step downstream ) : void
downstream	Step
return	void

PropogateError() protected method

protected PropogateError ( Step downstream, Step upstream, int upstreamNeuron, int inputNeuron ) : void
downstream	Step
upstream	Step
upstreamNeuron	int
inputNeuron	int
return	void

PropogateForward() protected method

protected PropogateForward ( Step downstream, Step upstream, int upstreamNeuron, int inputNeuron ) : void
downstream	Step
upstream	Step
upstreamNeuron	int
inputNeuron	int
return	void

PropogateForwardCore() protected method

protected PropogateForwardCore ( Step downstream ) : void
downstream	Step
return	void

PropogateSecondDerivatives() protected method

protected PropogateSecondDerivatives ( Step downstream, Step upstream, int upstreamNeuron, int inputNeuron ) : void
downstream	Step
upstream	Step
upstreamNeuron	int
inputNeuron	int
return	void

StartPreTrainingCore() protected method

protected StartPreTrainingCore ( ) : void
return	void

ToString() public method

public ToString ( ) : string
return	string

TrainCore() protected method

protected TrainCore ( Step downstream ) : void
downstream	Step
return	void

Property Details

InputNeurons public_oe property

public int InputNeurons
return	int

OutputNeurons public_oe property

public int OutputNeurons
return	int

Weight protected_oe property

protected double[] Weight
return	double[]

WeightStepSize protected_oe property

protected double[] WeightStepSize
return	double[]