knp::synapse_traits::STDPSynapticResourceRule< SynapseType > Struct Template Reference

STDP rule with synaptic resource parameters. More...

#include <knp/synapse-traits/stdp_synaptic_resource_rule.h>

Collaboration diagram for knp::synapse_traits::STDPSynapticResourceRule< SynapseType >:

Public Types
using	LinkedSynapseType = SynapseType
	Type of the synapse linked with rule.

Public Attributes
float	synaptic_resource_ = 0
	Synaptic resource.
float	w_min_ = 0
	Minimal weight value.
float	w_max_ = 1
	Maximal weight value.
float	d_u_ = 0
	Resource decreasing constant.
uint32_t	dopamine_plasticity_period_ = 0
	Dopamine plasticity period. If a neuron is rewarded during this period, then the synapse weight changes.
uint64_t	last_spike_step_ = 0
	Step number of when the synapse got a spike last.
bool	had_hebbian_update_ = false
	true if the synapse was updated during the current spike sequence.

Detailed Description

template<typename SynapseType>
struct knp::synapse_traits::STDPSynapticResourceRule< SynapseType >

STDP rule with synaptic resource parameters.

Template Parameters

SynapseType

synapse type linked with rule.

Note

Author of the synaptic resource - Mikhail Kiselev.

Definition at line 42 of file stdp_synaptic_resource_rule.h.

Member Typedef Documentation

LinkedSynapseType

template<typename SynapseType >

using knp::synapse_traits::STDPSynapticResourceRule< SynapseType >::LinkedSynapseType = SynapseType

Type of the synapse linked with rule.

Definition at line 47 of file stdp_synaptic_resource_rule.h.

Member Data Documentation

d_u_

template<typename SynapseType >

float knp::synapse_traits::STDPSynapticResourceRule< SynapseType >::d_u_ = 0

Resource decreasing constant.

Note

The d_u_ value must be equal or greater than 0.

Definition at line 65 of file stdp_synaptic_resource_rule.h.

dopamine_plasticity_period_

template<typename SynapseType >

uint32_t knp::synapse_traits::STDPSynapticResourceRule< SynapseType >::dopamine_plasticity_period_ = 0

Dopamine plasticity period. If a neuron is rewarded during this period, then the synapse weight changes.

Definition at line 70 of file stdp_synaptic_resource_rule.h.

had_hebbian_update_

template<typename SynapseType >

bool knp::synapse_traits::STDPSynapticResourceRule< SynapseType >::had_hebbian_update_ = false

true if the synapse was updated during the current spike sequence.

Definition at line 80 of file stdp_synaptic_resource_rule.h.

last_spike_step_

template<typename SynapseType >

uint64_t knp::synapse_traits::STDPSynapticResourceRule< SynapseType >::last_spike_step_ = 0

Step number of when the synapse got a spike last.

Definition at line 75 of file stdp_synaptic_resource_rule.h.

synaptic_resource_

template<typename SynapseType >

float knp::synapse_traits::STDPSynapticResourceRule< SynapseType >::synaptic_resource_ = 0

Synaptic resource.

Definition at line 52 of file stdp_synaptic_resource_rule.h.

w_max_

template<typename SynapseType >

float knp::synapse_traits::STDPSynapticResourceRule< SynapseType >::w_max_ = 1

Maximal weight value.

Definition at line 60 of file stdp_synaptic_resource_rule.h.

w_min_

template<typename SynapseType >

float knp::synapse_traits::STDPSynapticResourceRule< SynapseType >::w_min_ = 0

Minimal weight value.

Definition at line 56 of file stdp_synaptic_resource_rule.h.

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

• synapse-traits-library/include/knp/synapse-traits/stdp_synaptic_resource_rule.h