NeuronModels::Base Class Reference

Base class for all neuron models. More...

#include <newNeuronModels.h>

Inheritance diagram for NeuronModels::Base:

Public Member Functions
virtual std::string	getSimCode () const
	Gets the code that defines the execution of one timestep of integration of the neuron model. More...
virtual std::string	getThresholdConditionCode () const
	Gets code which defines the condition for a true spike in the described neuron model. More...
virtual std::string	getResetCode () const
	Gets code that defines the reset action taken after a spike occurred. This can be empty. More...
virtual std::string	getSupportCode () const
	Gets support code to be made available within the neuron kernel/funcion. More...
virtual NewModels::Base::StringPairVec	getExtraGlobalParams () const
virtual NewModels::Base::NameTypeValVec	getAdditionalInputVars () const
Public Member Functions inherited from NewModels::Base
virtual StringPairVec	getVars () const
	Gets names and types (as strings) of model variables. More...
size_t	getVarIndex (const std::string &varName) const
	Find the index of a named variable. More...
Public Member Functions inherited from Snippet::Base
virtual	~Base ()
virtual StringVec	getParamNames () const
	Gets names of of (independent) model parameters. More...
virtual DerivedParamVec	getDerivedParams () const

Additional Inherited Members
Public Types inherited from Snippet::Base
typedef std::function< double(const std::vector< double > &, double)>	DerivedParamFunc
typedef std::vector< std::string >	StringVec
typedef std::vector< std::pair< std::string, std::string > >	StringPairVec
typedef std::vector< std::pair< std::string, std::pair< std::string, double > > >	NameTypeValVec
typedef std::vector< std::pair< std::string, DerivedParamFunc > >	DerivedParamVec
Static Protected Member Functions inherited from NewModels::Base
static size_t	getVarIndex (const std::string &varName, const StringPairVec &vars)

Detailed Description

Base class for all neuron models.

Member Function Documentation

getAdditionalInputVars()

virtual NewModels::Base::NameTypeValVec NeuronModels::Base::getAdditionalInputVars ( ) const

inlinevirtual

Gets names, types (as strings) and initial values of local variables into which the 'apply input code' of (potentially) multiple postsynaptic input models can apply input

getExtraGlobalParams()

virtual NewModels::Base::StringPairVec NeuronModels::Base::getExtraGlobalParams ( ) const

inlinevirtual

Gets names and types (as strings) of additional per-population parameters for the weight update model.

Reimplemented in NeuronModels::Poisson, and NeuronModels::SpikeSourceArray.

getResetCode()

virtual std::string NeuronModels::Base::getResetCode ( ) const

inlinevirtual

Gets code that defines the reset action taken after a spike occurred. This can be empty.

Reimplemented in NeuronModels::SpikeSourceArray.

getSimCode()

virtual std::string NeuronModels::Base::getSimCode ( ) const

inlinevirtual

Gets the code that defines the execution of one timestep of integration of the neuron model.

The code will refer to for the value of the variable with name "NN". It needs to refer to the predefined variable "ISYN", i.e. contain , if it is to receive input.

Reimplemented in NeuronModels::TraubMilesNStep, NeuronModels::TraubMilesAlt, NeuronModels::TraubMilesFast, NeuronModels::TraubMiles, NeuronModels::PoissonNew, NeuronModels::Poisson, NeuronModels::SpikeSourceArray, NeuronModels::Izhikevich, and NeuronModels::RulkovMap.

getSupportCode()

virtual std::string NeuronModels::Base::getSupportCode ( ) const

inlinevirtual

Gets support code to be made available within the neuron kernel/funcion.

This is intended to contain user defined device functions that are used in the neuron codes. Preprocessor defines are also allowed if appropriately safeguarded against multiple definition by using ifndef; functions should be declared as "__host__ __device__" to be available for both GPU and CPU versions.

getThresholdConditionCode()

virtual std::string NeuronModels::Base::getThresholdConditionCode ( ) const

inlinevirtual

Gets code which defines the condition for a true spike in the described neuron model.

This evaluates to a bool (e.g. "V > 20").

Reimplemented in NeuronModels::TraubMiles, NeuronModels::PoissonNew, NeuronModels::Poisson, NeuronModels::SpikeSourceArray, NeuronModels::SpikeSource, NeuronModels::Izhikevich, and NeuronModels::RulkovMap.

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

• newNeuronModels.h