/*-------------------------------------------------------------------------- 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 inVslope, double inlrnampl, double indelayT): absynapse(insource, intarget, inksyn, inEsyn, inEpre, inasyn, inbsyn, inVslope, 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 SHIFT 0.0 #define a1 -0.000000000413071 #define a2 1.632662605846178 #define a3 0.000000000031599 #define a4 -1.398394710295993 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+SHIFT < 0.0) { return a1*pow(t+SHIFT,16)*exp((t+SHIFT)*a2); } else { return a3*pow(t+SHIFT,16)*exp((t+SHIFT)*a4); } } #undef SHIFT #undef a1 #undef a2 #undef a3 #undef a4 // end of class implementation #undef TINFIN #endif