/*--------------------------------------------------------------------------
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: 2002-01-25
--------------------------------------------------------------------------*/
#ifndef CN_ABSYNAPSEECPLAST2_CC
#define CN_ABSYNAPSEECPLAST2_CC
#include "CN_absynapse.cc"
absynapseECplast2::absynapseECplast2(neuron *insource, neuron *intarget,
double inksyn, double inEsyn, double inEpre,
double inasyn, double inbsyn,
double inVslope,
double inlrnampl):
absynapse(insource, intarget, inksyn, inEsyn, inEpre, inasyn,
inbsyn, inVslope,
ABECPLAST2IVARNO, ABECPLAST2PNO, ABECPLAST2)
{
p[6]= inlrnampl;
synapse_change= 0;
}
absynapseECplast2::~absynapseECplast2()
{
}
void absynapseECplast2::update_gsyn(double *x)
{
static double chng;
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) {
synapse_change= 1;
p[0]+= p[6]*chng;
if (p[0] < 0.0) p[0]= 0.0;
}
else synapse_change= 0;
}
}
}
#define SHIFT 5.0
#define a1 -0.000009954616079
#define a2 1.331251297482154
#define a3 0.000000212995136
#define a4 -0.896464339979975
double absynapseECplast2::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);
}
}
#undef SHIFT
#undef a1
#undef a2
#undef a3
#undef a4
// end of class implementation
#undef TINFIN
#endif
|