Neuron.h

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#ifndef GRT_NEURON_HEADER
#define GRT_NEURON_HEADER

#include "../../../Util/GRTCommon.h"

GRT_BEGIN_NAMESPACE

class GRT_API Neuron{
public:
 Neuron();
 ~Neuron();
 
 bool init(const UINT numInputs,const UINT actvationFunction);
 void clear();
 Float fire(const VectorFloat &x);
 Float getDerivative(const Float &y);
 static bool validateActivationFunction(const UINT actvationFunction);
 
 Float gamma;
 Float bias;
 Float previousBiasUpdate;
 VectorFloat weights;
 VectorFloat previousUpdate;
 UINT numInputs;
 UINT activationFunction;
 
 enum ActivationFunctions{LINEAR=0,SIGMOID,BIPOLAR_SIGMOID,NUMBER_OF_ACTIVATION_FUNCTIONS};
};

GRT_END_NAMESPACE

#endif //GRT_NEURON_HEADER