/*--------------------------------------------------------------------------
Author: Thomas Nowotny
Institute: Institute for Nonlinear Dynamics
University of California San Diego
La Jolla, CA 92093-0402
email to: tnowotny@ucsd.edu
initial version: 2005-08-17
--------------------------------------------------------------------------*/
#ifndef CN_ABSYNAPSEECPLAST3_CC
#define CN_ABSYNAPSEECPLAST3_CC
#include "CN_absynapse.cc"
#define TINFIN 1e20
absynapseECplast3::absynapseECplast3(neuron *insource, neuron *intarget,
double inksyn, double inEsyn, double inEpre,
double inasyn, double inbsyn,
double inrtime, double nslevel,
double inlrnampl, double indelayT):
absynapse(insource, intarget, inksyn, inEsyn, inEpre, inasyn,
inbsyn, inrtime, nslevel, ABECPLAST3IVARNO, ABECPLAST3PNO,
ABECPLAST3)
{
p[6]= inlrnampl;
p[7]= indelayT;
nextT= TINFIN;
synapse_change= 0;
}
absynapseECplast3::~absynapseECplast3()
{
}
void absynapseECplast3::update_gsyn(double *x)
{
static double chng;
if (x[0] > nextT) { // x[0] is the time ...
p[0]+= nextdg;
if (p[0] < 0.0) p[0]= 0.0;
if (!chngTq.empty()) {
nextT= chngTq.pop();
nextdg= dgq.pop();
}
else {
nextT= TINFIN;
}
synapse_change= 1;
}
else synapse_change= 0;
if ((source->start_spiking) || (target->start_spiking)) {
if ((source->spike_time > 0.0) && (target->spike_time > 0.0)) {
double tau= target->spike_time-source->spike_time;
chng= STDP_func(tau);
if (chng != 0.0) {
if (nextT == TINFIN) {
nextT= x[0]+p[7];
nextdg= p[6]*chng;
}
else {
chngTq.push(x[0]+p[7]);
dgq.push(p[6]*chng);
}
}
}
}
}
// #define SHIFT 5.0
// #define a1 -0.000009954616079
// #define a2 1.331251297482154
// #define a3 0.000000212995136
// #define a4 -0.896464339979975
// #define SHIFT 6.0
// #define a1 -0.013397823405251
// #define a2 0.706022930241506
// #define a3 0.000950123022128
// #define a4 -0.370845166583127
#define a1 -0.000000260113763
#define a2 0.943381530515740
#define a3 0.000002289108353
#define a4 -1.099830823861115
double absynapseECplast3::STDP_func(double t)
{
// if (t > 0.0) {
// return pow(t, 10.0)*exp(-abs(t))*5.14e-9;
// // amplitude is fit to data ...
// }
// else {
// return -pow(t, 10.0)*exp(-abs(t))*5.14e-9;
// }
// if (t+SHIFT < 0.0) {
// return a1*pow(t+SHIFT,10)*exp((t+SHIFT)*a2);
// }
// else {
// return a3*pow(t+SHIFT,10)*exp((t+SHIFT)*a4);
// }
// }
if (t < 0.0) {
return a1*pow(t,10)*exp(t*a2);
}
else {
return a3*pow(t,10)*exp(t*a4);
}
}
#undef a1
#undef a2
#undef a3
#undef a4
// end of class implementation
#undef TINFIN
#endif
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