Izhikevich neuron with variable parameters [1]. More...

#include <neuronModels.h>

Inheritance diagram for NeuronModels::IzhikevichVariable:

Public Types
typedef Snippet::ValueBase< 0 >	ParamValues

typedef Models::VarInitContainerBase< 6 >	VarValues

typedef Models::VarInitContainerBase< 0 >	PreVarValues

typedef Models::VarInitContainerBase< 0 >	PostVarValues

Public Types inherited from NeuronModels::Izhikevich
typedef Snippet::ValueBase< 4 >	ParamValues

typedef Models::VarInitContainerBase< 2 >	VarValues

typedef Models::VarInitContainerBase< 0 >	PreVarValues

typedef Models::VarInitContainerBase< 0 >	PostVarValues

Public Types inherited from Models::Base
typedef std::vector< Var >	VarVec

typedef std::vector< VarRef >	VarRefVec

typedef std::vector< EGPRef >	EGPRefVec

Public Types inherited from Snippet::Base
typedef std::vector< std::string >	StringVec

typedef std::vector< EGP >	EGPVec

typedef std::vector< ParamVal >	ParamValVec

typedef std::vector< DerivedParam >	DerivedParamVec

Public Member Functions
virtual StringVec	getParamNames () const override
	Gets names of of (independent) model parameters. More...

virtual VarVec	getVars () const override
	Gets names and types (as strings) of model variables. More...

Public Member Functions inherited from NeuronModels::Izhikevich
virtual std::string	getSimCode () const override
	Gets the code that defines the execution of one timestep of integration of the neuron model. More...

virtual std::string	getThresholdConditionCode () const override
	Gets code which defines the condition for a true spike in the described neuron model. More...

	SET_NEEDS_AUTO_REFRACTORY (false)

Public Member Functions inherited from NeuronModels::Base
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 Models::Base::ParamValVec	getAdditionalInputVars () const

virtual bool	isAutoRefractoryRequired () const
	Does this model require auto-refractory logic? More...

boost::uuids::detail::sha1::digest_type	getHashDigest () const
	Update hash from model. More...

void	validate () const
	Validate names of parameters etc. More...

Public Member Functions inherited from Models::Base
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 DerivedParamVec	getDerivedParams () const

virtual EGPVec	getExtraGlobalParams () const

size_t	getExtraGlobalParamIndex (const std::string &paramName) const
	Find the index of a named extra global parameter. More...

Static Public Member Functions
static const NeuronModels::IzhikevichVariable *	getInstance ()

Static Public Member Functions inherited from NeuronModels::Izhikevich
static const NeuronModels::Izhikevich *	getInstance ()

Additional Inherited Members
Protected Member Functions inherited from Models::Base
void	updateHash (boost::uuids::detail::sha1 &hash) const

void	validate () const
	Validate names of parameters etc. More...

Protected Member Functions inherited from Snippet::Base
void	updateHash (boost::uuids::detail::sha1 &hash) const

void	validate () const
	Validate names of parameters etc. More...

Static Protected Member Functions inherited from Snippet::Base
template<typename T >
static size_t	getNamedVecIndex (const std::string &name, const std::vector< T > &vec)

Detailed Description

Izhikevich neuron with variable parameters [1].

This is the same model as NeuronModels::Izhikevich but parameters are defined as "variables" in order to allow users to provide individual values for each individual neuron instead of fixed values for all neurons across the population.

Accordingly, the model has the Variables: