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

STDP additive rule parameters. More...

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

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

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

Public Attributes
float	tau_plus_ = 10
	Time constant in milliseconds intended to increase the weight.
float	tau_minus_ = 10
	Time constant in milliseconds intended to decrease the weight.
std::vector< uint32_t >	presynaptic_spike_times_
	Indexes of network execution steps on which spikes on the synapse were generated.
std::vector< uint32_t >	postsynaptic_spike_times_
	Indexes of network execution steps on which spikes on the axon were generated.

Detailed Description

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

STDP additive rule parameters.

Note

Parameters for the W(x) function by Zhang et al. 1998.

Definition at line 41 of file stdp_add_rule.h.

Member Typedef Documentation

LinkedSynapseType

template<typename SynapseType >

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

Type of the synapse linked with rule.

Definition at line 46 of file stdp_add_rule.h.

Member Data Documentation

postsynaptic_spike_times_

template<typename SynapseType >

std::vector<uint32_t> knp::synapse_traits::STDPAdditiveRule< SynapseType >::postsynaptic_spike_times_

Indexes of network execution steps on which spikes on the axon were generated.

Definition at line 70 of file stdp_add_rule.h.

presynaptic_spike_times_

template<typename SynapseType >

std::vector<uint32_t> knp::synapse_traits::STDPAdditiveRule< SynapseType >::presynaptic_spike_times_

Indexes of network execution steps on which spikes on the synapse were generated.

Definition at line 64 of file stdp_add_rule.h.

tau_minus_

template<typename SynapseType >

float knp::synapse_traits::STDPAdditiveRule< SynapseType >::tau_minus_ = 10

Time constant in milliseconds intended to decrease the weight.

Definition at line 58 of file stdp_add_rule.h.

tau_plus_

template<typename SynapseType >

float knp::synapse_traits::STDPAdditiveRule< SynapseType >::tau_plus_ = 10

Time constant in milliseconds intended to increase the weight.

Definition at line 52 of file stdp_add_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_add_rule.h