dnf_composer::element::NeuralFieldParameters Struct Reference

Parameters that govern a NeuralField's dynamics. More...

#include <neural_field.h>

Inheritance diagram for dnf_composer::element::NeuralFieldParameters:

Collaboration diagram for dnf_composer::element::NeuralFieldParameters:

Public Member Functions
	NeuralFieldParameters ()
	Default constructor: tau=25, restingLevel=-5, sigmoid(0, 10).
	NeuralFieldParameters (const NeuralFieldParameters &other)
	NeuralFieldParameters (double tau, double restingLevel, const ActivationFunction &activationFunction)
	Construct with explicit tau, resting level, and activation function.
NeuralFieldParameters &	operator= (const NeuralFieldParameters &other)
bool	operator== (const NeuralFieldParameters &other) const
std::string	toString () const override
Public Member Functions inherited from dnf_composer::element::ElementSpecificParameters
	ElementSpecificParameters ()=default
void	print () const
virtual	~ElementSpecificParameters ()=default

Public Attributes
std::unique_ptr< ActivationFunction >	activationFunction
	Nonlinearity applied to activation to produce output.
double	startingRestingLevel
	Homogeneous resting level (h); sub-threshold when negative.
double	tau
	Time constant of the field's relaxation dynamics.

Detailed Description

Parameters that govern a NeuralField's dynamics.

Constructor & Destructor Documentation

NeuralFieldParameters() [1/3]

dnf_composer::element::NeuralFieldParameters::NeuralFieldParameters ( )

inline

Default constructor: tau=25, restingLevel=-5, sigmoid(0, 10).

NeuralFieldParameters() [2/3]

dnf_composer::element::NeuralFieldParameters::NeuralFieldParameters ( double  tau, double  restingLevel, const ActivationFunction &  activationFunction  )

inline

Construct with explicit tau, resting level, and activation function.

Parameters

tau	Time constant in ms.
restingLevel	Homogeneous resting level h.
activationFunction	Pointwise nonlinearity.

NeuralFieldParameters() [3/3]

dnf_composer::element::NeuralFieldParameters::NeuralFieldParameters ( const NeuralFieldParameters &  other )

inline

Member Function Documentation

operator=()

NeuralFieldParameters & dnf_composer::element::NeuralFieldParameters::operator= ( const NeuralFieldParameters &  other )

inline

operator==()

bool dnf_composer::element::NeuralFieldParameters::operator== ( const NeuralFieldParameters &  other ) const

inline

toString()

std::string dnf_composer::element::NeuralFieldParameters::toString ( ) const

inlineoverridevirtual

Implements dnf_composer::element::ElementSpecificParameters.

Here is the caller graph for this function:

Member Data Documentation

activationFunction

std::unique_ptr<ActivationFunction> dnf_composer::element::NeuralFieldParameters::activationFunction

Nonlinearity applied to activation to produce output.

startingRestingLevel

double dnf_composer::element::NeuralFieldParameters::startingRestingLevel

Homogeneous resting level (h); sub-threshold when negative.

tau

double dnf_composer::element::NeuralFieldParameters::tau

Time constant of the field's relaxation dynamics.

---

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

• include/elements/neural_field.h
• src/element_parameters/neural_field_parameters.cpp