neuro.h

#pragma once
#ifndef __NEURO_H__
#define __NEURO_H__

#include <vector>
#include <math.h>
#include <stdint.h>
using namespace std;
class NeuralNet {
public:
    NeuralNet(uint8_t L, uint16_t *n);
    double debug_getNeurons(uint16_t neu, uint16_t state, uint16_t layer);
    double debug_getWeights(uint16_t n1, uint16_t n2, uint8_t L);
    void Forward(uint16_t size, double *data);
    void getResult(uint16_t size, double* data);
    void learnBackpropagation(double* data, double* ans, double acs, double k);
private:
    vector<vector<vector<double>>> neurons;
    vector<vector<vector<double>>> weights;
    uint8_t numLayers;
    vector<double> neuronsInLayers;
    double Func(double in);
    double Func_p(double in);
    uint32_t MaxEl(uint16_t size, uint16_t *arr);
    void CreateNeurons(uint8_t L, uint16_t *n);
    void CreateWeights(uint8_t L, uint16_t *n);

};

#endif