forked from KolibriOS/kolibrios
45 lines
2.1 KiB
C
45 lines
2.1 KiB
C
|
#ifndef __L_NNP_H_INCLUDED_
|
|||
|
|
#define __L_NNP_H_INCLUDED_
|
|||
|
|
//
|
|||
|
|
// nnp.obj - neural network perceptron (библиотека с нейросетью)
|
|||
|
|
//
|
|||
|
|
|
|||
|
|
const unsigned long NNP_FF_BIN = 0x6e6962; //формат файла 'bin'
|
|||
|
|
const unsigned long NNP_FF_JSON = 0x6e6f736a; //формат файла 'json'
|
|||
|
|
|
|||
|
|
struct Layer {
|
|||
|
|
unsigned long c_size; // число нейронов в текущем слое
|
|||
|
|
unsigned long n_size; // число нейронов на следующем слое
|
|||
|
|
double* neurons;
|
|||
|
|
double* biases;
|
|||
|
|
double** weights;
|
|||
|
|
};
|
|||
|
|
|
|||
|
|
struct NeuralNetwork {
|
|||
|
|
double learningRate; // скорость обучения
|
|||
|
|
Layer* layers; // слои
|
|||
|
|
long layers_length; // число слоев
|
|||
|
|
double(_stdcall*activation)(double v); // указатель на функцию активации
|
|||
|
|
double(_stdcall*derivative)(double v); // указатель на функцию ???
|
|||
|
|
double* errors; // массив для вычислений
|
|||
|
|
double* errorsNext;
|
|||
|
|
double* gradients;
|
|||
|
|
double** deltas;
|
|||
|
|
};
|
|||
|
|
|
|||
|
|
//
|
|||
|
|
// nnp - import table
|
|||
|
|
//
|
|||
|
|
void (__stdcall* import_nnp)() = (void (__stdcall*)())&"lib_init";
|
|||
|
|
void (_stdcall* NNP_Create)(NeuralNetwork* o, double learningRate, void* activation, void* derivative, unsigned long* sizes, long sizes_length) = (void (_stdcall*)(NeuralNetwork*, double, void*, void*, unsigned long*, long))&"NNP_Create";
|
|||
|
|
double* (_stdcall* NNP_FeedForward)(NeuralNetwork* o, double* inputs) = (double* (_stdcall*)(NeuralNetwork*, double*))&"NNP_FeedForward";
|
|||
|
|
void (_stdcall* NNP_BackPropagation)(NeuralNetwork* o, double* targets) = (void (_stdcall*)(NeuralNetwork*, double*))&"NNP_BackPropagation";
|
|||
|
|
void (_stdcall* NNP_GetMemData)(NeuralNetwork* o, unsigned long fmt, void* m_data) = (void (_stdcall*)(NeuralNetwork*, unsigned long, void*))&"NNP_GetMemData";
|
|||
|
|
long (_stdcall* NNP_SetMemData)(NeuralNetwork* o, unsigned long fmt, void* m_data) = (long (_stdcall*)(NeuralNetwork*, unsigned long, void*))&"NNP_SetMemData";
|
|||
|
|
void (_stdcall* NNP_Destroy)(NeuralNetwork* o) = (void (_stdcall*)(NeuralNetwork*))&"NNP_Destroy";
|
|||
|
|
|
|||
|
|
asm{
|
|||
|
|
dd 0,0
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
#endif
|