cbasedann/neurons.h

#ifndef NEURONS_H
#define NEURONS_H

typedef struct weight Weight;
struct weight
{
    float value;
    Weight *next;
};

typedef struct neuron Neuron;
struct neuron
{
    Weight *weights; //weights associated to the neuron
    float bias; //neuron's bias
    float output; //output of the neuron
    float (*activation)(float);
    float (*activation_derivative)(float);
    float delta_error; //the delta error for updating current weights
    Neuron *same_layer_next_neuron;
};


Neuron *init_neuron(int n_weights, char *activation_function);
void destroy_neuron(Neuron *neuron);


#endif