NumA::ActivationFunction Class Reference

Inheritance diagram for NumA::ActivationFunction:

Public Member Functions
	ActivationFunction ()
	ActivationFunction (const std::string &name)
virtual	~ActivationFunction ()
virtual ActivationFunction *	clone () const
virtual double	evaluate (double input)
virtual double	evaluateFirstDerivative (double input)
virtual double	evaluateSecondDerivative (double input)

Protected Member Functions
	ActivationFunction (const ActivationFunction &other)

Constructor & Destructor Documentation

ActivationFunction() [1/3]

NumA::ActivationFunction::ActivationFunction

(

)

ActivationFunction() [2/3]

NumA::ActivationFunction::ActivationFunction

(

const std::string &

name

)

~ActivationFunction()

NumA::ActivationFunction::~ActivationFunction ( )

virtual

ActivationFunction() [3/3]

NumA::ActivationFunction::ActivationFunction ( const ActivationFunction &  other )

protected

Member Function Documentation

clone()

ActivationFunction * NumA::ActivationFunction::clone ( ) const

virtual

Reimplemented in NumA::ActivationFunctionThreshold, NumA::ActivationFunctionSymetricThreshold, NumA::ActivationFunctionLogistic, NumA::ActivationFunctionLinear, and NumA::ActivationFunctionHyperbolic.

evaluate()

double NumA::ActivationFunction::evaluate ( double  input )

virtual

Reimplemented in NumA::ActivationFunctionThreshold, NumA::ActivationFunctionSymetricThreshold, NumA::ActivationFunctionLogistic, NumA::ActivationFunctionLinear, and NumA::ActivationFunctionHyperbolic.

evaluateFirstDerivative()

double NumA::ActivationFunction::evaluateFirstDerivative ( double  input )

virtual

Reimplemented in NumA::ActivationFunctionThreshold, NumA::ActivationFunctionSymetricThreshold, NumA::ActivationFunctionLogistic, NumA::ActivationFunctionLinear, and NumA::ActivationFunctionHyperbolic.

evaluateSecondDerivative()

double NumA::ActivationFunction::evaluateSecondDerivative ( double  input )

virtual

Reimplemented in NumA::ActivationFunctionThreshold, NumA::ActivationFunctionSymetricThreshold, NumA::ActivationFunctionLogistic, NumA::ActivationFunctionLinear, and NumA::ActivationFunctionHyperbolic.

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The documentation for this class was generated from the following files:

• include/NumA/neural_network/activation_function/ActivationFunction.h
• src/NumA/neural_network/activation_function/ActivationFunction.cpp