IafPscExpGroup.h

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/* 
* Copyright 2014-2018 Friedemann Zenke
*
* This file is part of Auryn, a simulation package for plastic
* spiking neural networks.
* 
* Auryn is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
* 
* Auryn is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
* GNU General Public License for more details.
* 
* You should have received a copy of the GNU General Public License
* along with Auryn.  If not, see <http://www.gnu.org/licenses/>.
*
* If you are using Auryn or parts of it for your work please cite:
* Zenke, F. and Gerstner, W., 2014. Limits to high-speed simulations 
* of spiking neural networks using general-purpose computers. 
* Front Neuroinform 8, 76. doi: 10.3389/fninf.2014.00076
*/

#ifndef IAFPSCEXPGROUP_H_
#define IAFPSCEXPGROUP_H_

#include "auryn_definitions.h"
#include "AurynVector.h"
#include "NeuronGroup.h"
#include "ExpCubaSynapse.h"
#include "System.h"

namespace auryn {

class IafPscExpGroup : public NeuronGroup
{
private:

        unsigned short refractory_time;

        AurynFloat tau_mem, r_mem, c_mem;
        AurynFloat tau_syn;
        AurynFloat scale_mem;

        AurynFloat * t_mem; 
        unsigned short * t_ref; 

        void init();
        void calculate_scale_constants();
        inline void integrate_state();
        inline void check_thresholds();
        virtual string get_output_line(NeuronID i);
        virtual void load_input_line(NeuronID i, const char * buf);

        void virtual_serialize(boost::archive::binary_oarchive & ar, const unsigned int version );
        void virtual_serialize(boost::archive::binary_iarchive & ar, const unsigned int version );
public:
        AurynFloat e_rest,thr;

        AurynStateVector * bg_current;

        AurynStateVector * syn_current;

        ExpCubaSynapse * synapse_model;

        AurynStateVector * temp;

        AurynVector<unsigned short> * ref;

        IafPscExpGroup(NeuronID size);

        virtual ~IafPscExpGroup();

        void set_refractory_period(AurynDouble t);

        void set_tau_mem(AurynFloat taum);

        void set_r_mem(AurynFloat rm);

        void set_c_mem(AurynFloat cm);

        void set_tau_syn(AurynFloat tau);

        void clear();

        void evolve();
};

}

#endif /*IAFPSCEXPGROUP_H_*/