simple_weight_tuner.h

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#ifndef _SIMPLE_WEIGHT_TUNER_H_
#define _SIMPLE_WEIGHT_TUNER_H_

class CARLsim;
class SpikeMonitor;
struct RangeWeight;

class SimpleWeightTuner {
public:
    SimpleWeightTuner(CARLsim *sim, double errorMargin=1e-3, int maxIter=100, double stepSizeFraction=0.5);

    ~SimpleWeightTuner();

    void setConnectionToTune(short int connId, double initWt=-1.0, bool adjustRange=true);

    void setTargetFiringRate(int grpId, double targetRate);

    void iterate(int runDurationMs=1000, bool printStatus=true);

    bool done(bool printMessage=false);

    void reset();


private:
    // This class provides a pImpl for the CARLsim User API.
    // \see https://marcmutz.wordpress.com/translated-articles/pimp-my-pimpl/
    class Impl;
    Impl* _impl;
};

#endif