LeakyIntegratorFunction Class Reference

LeakyIntegrator Function !! More...

Inheritance diagram for LeakyIntegratorFunction:

List of all members.

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 Attributes
DoubleVector	delta
	delta is the leak rate of the function
DoubleVector	outprev
	previous outputs

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Detailed Description

LeakyIntegrator Function !!

Definition at line 406 of file liboutputfunctions.h.

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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

(

)

[inline, virtual]

Destructor.

Definition at line 413 of file liboutputfunctions.h.

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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().

void save	(	ConfigurationParameters &	params,
		QString	prefix
	)		[virtual]

Save the actual status of parameters into the ConfigurationParameters object passed.

Parameters:

params	the configuration parameters object on which save actual parameters
prefix	the prefix to use to access the object configuration parameters.

Implements ParameterSettable.

Definition at line 554 of file liboutputfunctions.cpp.

References ConfigurationParameters::createParameter(), LeakyIntegratorFunction::delta, LeakyIntegratorFunction::outprev, DoubleVector::size(), and ConfigurationParameters::startObjectParameters().

void zeroingStatus

(

)

Zeroing the status.

Definition at line 511 of file liboutputfunctions.cpp.

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

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Member Data Documentation

DoubleVector delta

delta is the leak rate of the function

Definition at line 442 of file liboutputfunctions.h.

Referenced by LeakyIntegratorFunction::apply(), LeakyIntegratorFunction::clusterSetted(), LeakyIntegratorFunction::configure(), LeakyIntegratorFunction::LeakyIntegratorFunction(), and LeakyIntegratorFunction::save().

DoubleVector outprev

previous outputs

Definition at line 444 of file liboutputfunctions.h.

Referenced by LeakyIntegratorFunction::apply(), LeakyIntegratorFunction::clusterSetted(), LeakyIntegratorFunction::configure(), LeakyIntegratorFunction::LeakyIntegratorFunction(), LeakyIntegratorFunction::save(), and LeakyIntegratorFunction::zeroingStatus().

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

• nnfw/include/liboutputfunctions.h
• nnfw/src/liboutputfunctions.cpp