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

#include <newNeuronModels.h>

Inheritance diagram for NeuronModels::IzhikevichVariable:

Public Types
typedef Snippet::ValueBase< 0 >	ParamValues

typedef NewModels::VarInitContainerBase< 6 >	VarValues

typedef NewModels::VarInitContainerBase< 0 >	PreVarValues

typedef NewModels::VarInitContainerBase< 0 >	PostVarValues

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

typedef NewModels::VarInitContainerBase< 2 >	VarValues

typedef NewModels::VarInitContainerBase< 0 >	PreVarValues

typedef NewModels::VarInitContainerBase< 0 >	PostVarValues

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

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

virtual StringPairVec	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...

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 NewModels::Base::StringPairVec	getExtraGlobalParams () const

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

Public Member Functions inherited from NewModels::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

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
Static Protected Member Functions inherited from NewModels::Base
static size_t	getVarIndex (const std::string &varName, const StringPairVec &vars)

Detailed Description

Izhikevich neuron with variable parameters [1].

This is the same model as 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: