Inheritance diagram for AllLIFNeurons:

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Collaboration diagram for AllLIFNeurons:

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Public Member Functions
virtual void	printParameters () const override

template<class Archive >
void	serialize (Archive &archive)
	Cereal serialization method.

Public Member Functions inherited from AllIFNeurons
virtual void	setupVertices () override
	Setup the internal structure of the class (allocate memories).

virtual void	loadParameters ()

virtual void	createAllVertices (Layout &layout)

virtual string	toString (int index) const

virtual void	deserialize (istream &input)

virtual void	serialize (ostream &output) const

template<class Archive >
void	serialize (Archive &archive)
	Cereal serialization method.

The membrane time constant	f$ (R_m \cdot C_m)\f$ vector< BGFLOAT > Tau_

template<class Archive >
Cereal serialization method void	serialize (Archive &archive)

Public Member Functions inherited from AllSpikingNeurons
void	clearSpikeCounts ()
	Clear the spike counts out of all Neurons.

virtual void	registerHistoryVariables () override

template<class Archive >
void	serialize (Archive &archive)
	Cereal serialization method.

virtual void	advanceVertices (AllEdges &synapses, const EdgeIndexMap &edgeIndexMap)

uint64_t	getSpikeHistory (int index, int offIndex)

Public Member Functions inherited from AllVertices
virtual void	loadEpochInputs (uint64_t currentStep, uint64_t endStep)

template<class Archive >
void	serialize (Archive &archive)
	Cereal serialization method.

Static Public Member Functions
static AllVertices *	Create ()

Protected Member Functions
virtual void	advanceNeuron (int index)

virtual void	fire (int index)

Protected Member Functions inherited from AllIFNeurons
void	createNeuron (int neuronIndex, Layout &layout)

void	setNeuronDefaults (int index)

virtual void	initNeuronConstsFromParamValues (int neuronIndex, BGFLOAT deltaT)

void	readNeuron (istream &input, int i)

void	writeNeuron (ostream &output, int i) const

Protected Member Functions inherited from AllSpikingNeurons

Additional Inherited Members
Public Attributes inherited from AllIFNeurons
vector< BGFLOAT >	Trefract_
	The length of the absolute refractory period. [units=sec; range=(0,1);].

vector< BGFLOAT >	Vthresh_
	If exceeds $V_{thresh}$ a spike is emmited. [units=V; range=(-10,100);].

vector< BGFLOAT >	Vrest_
	The resting membrane voltage. [units=V; range=(-1,1);].

vector< BGFLOAT >	Vreset_
	The voltage to reset to after a spike. [units=V; range=(-1,1);].

vector< BGFLOAT >	Vinit_
	The initial condition for at time . [units=V; range=(-1,1);].

vector< BGFLOAT >	Cm_

vector< BGFLOAT >	Rm_
	The membrane resistance [units=Ohm; range=(0,1e30)].

vector< BGFLOAT >	Inoise_
	The standard deviation of the noise to be added each integration time constant. [range=(0,1); units=A;].

vector< BGFLOAT >	Iinject_
	A constant current to be injected into the LIF neuron. [units=A; range=(-1,1);].

vector< BGFLOAT >	Isyn_

vector< int >	numStepsInRefractoryPeriod_
	The remaining number of time steps for the absolute refractory period.

vector< BGFLOAT >	C1_
	Internal constant for the exponential Euler integration of f$V_m .

Internal constant for the exponential Euler integration of f$V_m f$ vector< BGFLOAT >	C2_

Internal constant for the exponential Euler integration of f$V_m f$ vector< BGFLOAT >	I0_

The membrane voltage f$V_m f$[readonly;units=V;] vector< BGFLOAT >	Vm_

Public Attributes inherited from AllSpikingNeurons
vector< bool >	hasFired_
	The booleans which track whether the neuron has fired.

vector< EventBuffer >	vertexEvents_
	Holds at least one epoch's worth of event times for every vertex.

Public Attributes inherited from AllVertices
vector< BGFLOAT >	summationPoints_

Protected Attributes inherited from AllSpikingNeurons
bool	fAllowBackPropagation_

Protected Attributes inherited from AllVertices
int	size_
	Total number of vertices.

log4cplus::Logger	fileLogger_

log4cplus::Logger	vertexLogger_

Detailed Description

Definition at line 83 of file AllLIFNeurons.h.

Member Function Documentation

◆ advanceNeuron()

void AllLIFNeurons::advanceNeuron ( int index )

protectedvirtual

Helper for advanceNeuron. Updates state of a single neuron.

Parameters

index Index of the neuron to update.

Update internal state of the indexed Neuron (called by every simulation step).

Parameters

index Index of the Neuron to update.

Implements AllSpikingNeurons.

Definition at line 24 of file AllLIFNeurons.cpp.

◆ Create()

static AllVertices * AllLIFNeurons::Create ( )

inlinestatic

Creates an instance of the class.

Returns: Reference to the instance of the class.

Definition at line 92 of file AllLIFNeurons.h.

◆ fire()

void AllLIFNeurons::fire ( int index )

protectedvirtual

Initiates a firing of a neuron to connected neurons.

Parameters

index Index of the neuron to fire.

Fire the selected Neuron and calculate the result.

Parameters

index Index of the Neuron to update.

Reimplemented from AllSpikingNeurons.

Definition at line 68 of file AllLIFNeurons.cpp.

◆ printParameters()

void AllLIFNeurons::printParameters ( ) const

overridevirtual

Prints out all parameters of the neurons to logging file. Registered to OperationManager as Operation::printParameters

Reimplemented from AllIFNeurons.

Definition at line 13 of file AllLIFNeurons.cpp.

◆ serialize()

template<class Archive >

void AllLIFNeurons::serialize ( Archive & archive )

Cereal serialization method.

Definition at line 134 of file AllLIFNeurons.h.

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

Simulator/Vertices/Neuro/AllLIFNeurons.h
Simulator/Vertices/Neuro/AllLIFNeurons.cpp

Public Member Functions

Static Public Member Functions

Protected Member Functions

Additional Inherited Members

Detailed Description

Member Function Documentation

◆ advanceNeuron()

◆ Create()

◆ fire()

◆ printParameters()

◆ serialize()