CARLsim  4.1.0
CARLsim: a GPU-accelerated SNN simulator
ExpCurve Struct Reference

A struct to assign exponential STDP curves. More...

#include <carlsim_datastructures.h>

Public Member Functions

 ExpCurve (float _alphaPlus, float _tauPlus, float _alphaMinus, float _tauMinus)
 

Public Attributes

float alphaMinus
 the amplitude of the exponential curve at post-pre side More...
 
float alphaPlus
 the amplitude of the exponential curve at pre-post side More...
 
STDPCurve stdpCurve
 the type of STDP curve More...
 
float tauMinus
 the time constant of the exponential curve at post-pre side More...
 
float tauPlus
 the time constant of the exponential curve at pre-post side More...
 

Detailed Description

This STDP curve can be any combination of two exponential curves. The parameters (_alphaPlus,_tauPlus) specifies the exponential STDP curve at the pre-post side (i.e., a pre-synaptic neuron fires before a post-synaptic neuron). the parameters (_alphaMinus,_tauMinus) specifies the exponential STDP curve at the post-pre side. _tauPlus and _tauMinus must be positive number while _alphaPlus and _alphaMinus can be positive or negative according to users' needs. A positive value of _alphaPlus or _alphaMinus will increase the strength of a synapse (no matter a synapse is excitatory or inhibitory). In contrast, a negative value will decrease the strength of a synapse.

Parameters
[in]_alphaPlusthe amplitude of the exponential curve at pre-post side
[in]_tauPlusthe decay constant of the exponential curve at pre-post side
[in]_alphaMinusthe amplitude of the exponential curve at post-pre side
[in]_tauMinusthe decay constant of the exponential curve at post-pre side
Since
v3.0

Definition at line 570 of file carlsim_datastructures.h.

Constructor & Destructor Documentation

◆ ExpCurve()

ExpCurve ( float  _alphaPlus,
float  _tauPlus,
float  _alphaMinus,
float  _tauMinus 
)
inline

Definition at line 571 of file carlsim_datastructures.h.

Member Data Documentation

◆ alphaMinus

float alphaMinus

Definition at line 581 of file carlsim_datastructures.h.

◆ alphaPlus

float alphaPlus

Definition at line 579 of file carlsim_datastructures.h.

◆ stdpCurve

STDPCurve stdpCurve

Definition at line 578 of file carlsim_datastructures.h.

◆ tauMinus

float tauMinus

Definition at line 582 of file carlsim_datastructures.h.

◆ tauPlus

float tauPlus

Definition at line 580 of file carlsim_datastructures.h.


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