spore::SynapticSamplingRewardGradientCommonProperties Class Reference

Class holding the common properties for all synapses of type SynapticSamplingRewardGradientConnection. More...

#include <synaptic_sampling_rewardgradient_connection.h>

Inheritance diagram for spore::SynapticSamplingRewardGradientCommonProperties:

Collaboration diagram for spore::SynapticSamplingRewardGradientCommonProperties:

Public Member Functions
	SynapticSamplingRewardGradientCommonProperties ()
	~SynapticSamplingRewardGradientCommonProperties ()
void	get_status (DictionaryDatum &d) const
void	set_status (const DictionaryDatum &d, nest::ConnectorModel &cm)
void	calibrate (const nest::TimeConverter &tc)
void	check_event (nest::SpikeEvent &)
long	get_vt_gid () const
nest::Node *	get_node ()
double	get_d_wiener (nest::thread thread) const
double	get_gradient_noise (nest::thread thread) const
double	drand (nest::thread thread) const

Public Attributes
double	learning_rate_
double	episode_length_
double	psp_tau_rise_
double	psp_tau_fall_
double	temperature_
double	gradient_noise_
double	max_param_
double	min_param_
double	max_param_change_
double	integration_time_
double	direct_gradient_rate_
double	parameter_mapping_offset_
double	weight_scale_
double	weight_update_interval_
double	gradient_scale_
double	psp_cutoff_amplitude_
long	bap_trace_id_
long	dopa_trace_id_
bool	simulate_retracted_synapses_
bool	delete_retracted_synapses_
TracingNode *	reward_transmitter_
double	resolution_unit_
double	reward_gradient_update_
double	eligibility_trace_update_
double	psp_faciliation_update_
double	psp_depression_update_
double	psp_scale_factor_
long	weight_update_steps_

Detailed Description

Class holding the common properties for all synapses of type SynapticSamplingRewardGradientConnection.

The parameters, their constraints and their default values are described in detail in the documentation of SynapticSamplingRewardGradientConnection.

Constructor & Destructor Documentation

SynapticSamplingRewardGradientCommonProperties()

spore::SynapticSamplingRewardGradientCommonProperties::SynapticSamplingRewardGradientCommonProperties

(

)

Default constructor.

~SynapticSamplingRewardGradientCommonProperties()

spore::SynapticSamplingRewardGradientCommonProperties::~SynapticSamplingRewardGradientCommonProperties

(

)

Destructor.

Member Function Documentation

calibrate()

void spore::SynapticSamplingRewardGradientCommonProperties::calibrate

(

const nest::TimeConverter &

tc

)

Calibrate all time objects, which are contained in this object. This function is called when the time resolution changes and on simulation startup.

Parameters

tc	time converter object.

check_event()

void spore::SynapticSamplingRewardGradientCommonProperties::check_event ( nest::SpikeEvent &  )

inline

Check spike event.

drand()

double spore::SynapticSamplingRewardGradientCommonProperties::drand ( nest::thread  thread ) const

inline

Convenience function to random number.

get_d_wiener()

double spore::SynapticSamplingRewardGradientCommonProperties::get_d_wiener ( nest::thread  thread ) const

inline

Convenience function to get Gaussian random number for parameter noise.

get_gradient_noise()

double spore::SynapticSamplingRewardGradientCommonProperties::get_gradient_noise ( nest::thread  thread ) const

inline

Convenience function to get Gaussian random number for gradient noise.

get_node()

nest::Node* spore::SynapticSamplingRewardGradientCommonProperties::get_node ( )

inline

Returns

The reward transmitter associated to the synapse type.

get_status()

void spore::SynapticSamplingRewardGradientCommonProperties::get_status

(

DictionaryDatum &

d

)

const

Status getter function.

get_vt_gid()

long spore::SynapticSamplingRewardGradientCommonProperties::get_vt_gid ( ) const

inline

Returns

GID of the reward transmitter associated to the synapse type.

set_status()

void spore::SynapticSamplingRewardGradientCommonProperties::set_status	(	const DictionaryDatum &	d,
		nest::ConnectorModel &	cm
	)

Status setter function.

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

• synaptic_sampling_rewardgradient_connection.h
• synaptic_sampling_rewardgradient_connection.cpp