LeakyIntegrator Function !! More...

Inheritance diagram for LeakyIntegratorFunction:

Public Member Functions
	LeakyIntegratorFunction ()
	Default constructor.

	LeakyIntegratorFunction (const DoubleVector &deltas)
	Construct a LeakyIntegrator with deltas specified.

virtual	~LeakyIntegratorFunction ()
	Destructor.

virtual void	apply (DoubleVector &inputs, DoubleVector &outputs)
	Implement the updating method it computes: y(t) <- delta * y(t-1) + (1.0-delta) * inputs.

virtual void	clusterSetted ()
	resize itself to fit the size of Cluster

virtual void	configure (ConfigurationParameters &params, QString prefix)
	Configures the object using a ConfigurationParameters object.

virtual void	save (ConfigurationParameters &params, QString prefix)
	Save the actual status of parameters into the ConfigurationParameters object passed.

void	zeroingStatus ()
	Zeroing the status.

Public Member Functions inherited from OutputFunction
	OutputFunction ()
	Constructor.

virtual	~OutputFunction ()
	Destructor.

double	apply (double input)
	Calculate the outputs of a single neuron.

virtual bool	derivate (const DoubleVector &inputs, const DoubleVector &outputs, DoubleVector &derivates) const
	Compute the derivate of the function represent Given the input of neurons and the corresponding output of neurons, it calculate the derivate.

void	setCluster (Cluster *cl)
	Set the Cluster which it is inserted This is automatically called, and in normal case you don't have to call it directly.

Public Member Functions inherited from ParameterSettableWithConfigureFunction
void	addObserver (RuntimeParameterObserver *obs)

T	getRuntimeParameter (QString paramName)

virtual ParameterSettableUI *	getUIManager ()

	ParameterSettable ()

virtual void	postConfigureInitialization ()

void	removeObserver (RuntimeParameterObserver *obs)

void	setRuntimeParameter (QString paramName, T newvalue)

QString	typeName () const

Public Member Functions inherited from ParameterSettable
void	addObserver (RuntimeParameterObserver *obs)

T	getRuntimeParameter (QString paramName)

void	removeObserver (RuntimeParameterObserver *obs)

void	setRuntimeParameter (QString paramName, T newvalue)

QString	typeName () const

Public Attributes
DoubleVector	delta
	delta is the leak rate of the function

DoubleVector	outprev
	previous outputs

Additional Inherited Members
Public Types inherited from ParameterSettableWithConfigureFunction
enum	Property

Static Public Member Functions inherited from ParameterSettableWithConfigureFunction
static void	describe (QString type)

static QString	fullParameterDescriptionPath (QString type, QString param)

static QString	fullSubgroupDescriptionPath (QString type, QString sub)

Static Public Attributes inherited from ParameterSettableWithConfigureFunction
static const double	Infinity

static const int	MaxInteger

static const int	MinInteger

Protected Member Functions inherited from ParameterSettableWithConfigureFunction
void	notifyChangesToParam (QString paramName)

Static Protected Member Functions inherited from ParameterSettableWithConfigureFunction
static Descriptor	addTypeDescription (QString type, QString shortHelp, QString longHelp=QString(""))

static void	setGraphicalEditor (QString type)

Protected Attributes inherited from OutputFunction
Cluster *	clusterv
	Cluster on which the OutputFunction is inserted.

Detailed Description

LeakyIntegrator Function !!

Definition at line 406 of file liboutputfunctions.h.

Constructor & Destructor Documentation

LeakyIntegratorFunction ( )

Default constructor.

Definition at line 490 of file liboutputfunctions.cpp.

LeakyIntegratorFunction ( const DoubleVector & deltas )

Construct a LeakyIntegrator with deltas specified.

Definition at line 495 of file liboutputfunctions.cpp.

References DoubleVector::copyValues(), LeakyIntegratorFunction::delta, LeakyIntegratorFunction::outprev, and DoubleVector::zeroing().

virtual ~LeakyIntegratorFunction ( )

inlinevirtual

Destructor.

Definition at line 413 of file liboutputfunctions.h.

Member Function Documentation

void apply	(	DoubleVector &	inputs,
		DoubleVector &	outputs
	)

virtual

Implement the updating method
it computes: y(t) <- delta * y(t-1) + (1.0-delta) * inputs.

Implements OutputFunction.

Definition at line 501 of file liboutputfunctions.cpp.

References DoubleVector::copyValues(), LeakyIntegratorFunction::delta, LeakyIntegratorFunction::outprev, and farsa::subtract().

void clusterSetted ( )

virtual

resize itself to fit the size of Cluster

Reimplemented from OutputFunction.

Definition at line 515 of file liboutputfunctions.cpp.

References OutputFunction::clusterv, LeakyIntegratorFunction::delta, Cluster::numNeurons(), LeakyIntegratorFunction::outprev, DoubleVector::resize(), and DoubleVector::size().

void configure	(	ConfigurationParameters &	params,
		QString	prefix
	)

virtual

Configures the object using a ConfigurationParameters object.

Parameters

params	the configuration parameters object with parameters to use
prefix	the prefix to use to access the object configuration parameters. This is guaranteed to end with the separator character when called by the factory, so you don't need to add one

Implements ParameterSettableWithConfigureFunction.

Definition at line 522 of file liboutputfunctions.cpp.

References LeakyIntegratorFunction::delta, ConfigurationParameters::getValue(), LeakyIntegratorFunction::outprev, DoubleVector::resize(), and DoubleVector::size().