/*--------------------------------------------------------------------------
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_POISSONNEURON_CC
#define CN_POISSONNEURON_CC
#include "CN_neuron.cc"
Poissonneuron::Poissonneuron(int inlabel, vector<int> inpos,
double *the_p= POI_p):
neuron(inlabel, POI_IVARNO, POISSONNEURON,
inpos, the_p, NEUROSYNADAPT_PNO)
{
firing= 0;
refract= 0;
tlast= -10000;
fire_t= 0;
myx= new double[1];
myxn= new double[1];
myx[0]= p[2];
myxn[0]= p[2];
spike = 0;
// setIdx(1);
}
Poissonneuron::Poissonneuron(int inlabel, double *the_p= POI_p):
neuron(inlabel, POI_IVARNO, POISSONNEURON,
the_p, NEUROSYNADAPT_PNO)
{
firing= 0;
refract= 0;
tlast= -10000;
fire_t= 0;
myx= new double[1];
myxn= new double[1];
myx[0]= p[2];
myxn[0]= p[2];
spike=0;
// setIdx(-1);
}
Poissonneuron::~Poissonneuron()
{
delete[] myx;
delete[] myxn;
}
double Poissonneuron::S(double *x)
{
assert(enabled);
return x[idx];
}
double Poissonneuron::E(double *x)
{
return myx[0];
}
double Poissonneuron::F(double *x)
{
return Isyn;
}
void Poissonneuron::validate_E(double *x, double ddt)
{
Isyn= 0.0;
forall(den, den_it) {
Isyn+= (*den_it)->Isyn(x);
}
if (firing) {
if (x[0] - fire_t > p[0]) { // remember: x[0] is the time
firing= 0;
refract= 1;
}
}
else {
if (refract) {
if (x[0] - fire_t > p[1]) refract=0;
}
else {
if (RG.n() <= Isyn*ddt) {
firing= 1;
fire_t= x[0];
}
}
}
if (firing) myxn[0]= p[3];
else myxn[0]= p[2];
}
void Poissonneuron::step()
{
myx[0]= myxn[0];
}
void Poissonneuron::init(double *x, double *iniVars)
{
myx[0]= -60.0;
myxn[0]=-60.0;
x[idx] =0;
}
void Poissonneuron::derivative(double *x, double *dx)
{
double alpha = p[5];
double beta = p[6];
double tr = p[7];
static double dt;
dt= x[0] - tlast;
if ((dt >= 0) && (dt <= p[7])) {
dx[idx]= alpha- beta*x[idx];
} else {
if ((myx[0] > p[8]) && (dt > p[7])) {
// new spike ... start releasing
tlast= x[0];
dx[idx]= alpha - beta*x[idx];
}
else {
// no release
dx[idx]= -beta*x[idx];
}
}
}
#endif
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