art_ext.h

自适应共振神经网络可以实现自动学习与分类具有自适应的功能

#ifndef __ART_EXT_H__
#define __ART_EXT_H__

#include "art_def.h"

int AddPattern(setPTR set, int num_inputs, float *input, int num_outputs, float *output);
int FreeNet(netPTR net);
int FreeSet(setPTR set);
int GetArt(netPTR net, int component, float *list);
int GetArtBeta(netPTR net, int component, float *beta);
int GetArtResets(netPTR net, int component);
int GetArtSize(netPTR net, int component);
int GetArtType(netPTR net, int component);
int GetArtStyle(netPTR net, int component);
int GetArtVigil(netPTR net, int component, float *vigil);
int GetArtWinner(netPTR net, int component);
int GetMap(netPTR net, float *list);
int GetMapMismatch(netPTR net);
int GetMapSize(netPTR net);
int GetMapVigil(netPTR net, float *vigil);
int GetNetDone(netPTR net);
int GetNetInit(netPTR net);
int GetNetInSize(netPTR net);
int GetNetOutSize(netPTR net);
int GetNetType(netPTR net);
int GetNumPatterns(setPTR set);
int GetSetInit(setPTR set);
int GetSetInput(setPTR set, int number, float *list);
int GetSetInSize(setPTR set);
int GetSetInType(setPTR set);
int GetSetOutput(setPTR set, int number, float *list);
int GetSetOneInput(setPTR set, int pat_num, float *list);
int GetSetOutSize(setPTR set);
int GetSetOutType(setPTR set);
int InitNet(netPTR net, int net_type, int components, int styleA, int num_inputs, int componentB, int styleB, int num_output);
int InitSet(setPTR set, int num_inputs, int type_inputs,int num_outputs, int type_outputs);
int LoadNet(netPTR net, char *file_prefix);
int LoadSet(setPTR set, char *file_prefix);
int MakeSet(setPTR set,char *infile_name, int num_inputs, int type_inputs, char *outfile_name, int num_outputs, int type_outputs);
int MergeSets(char *file1_prefix, char *file2_prefix, char *save_prefix);
int SaveNet(netPTR net, char *file_prefix);
int SaveSet(setPTR set, char *file_prefix);
int SetArtBeta(netPTR net, int component, float beta);
int SetArtVigil(netPTR net, int component, float vigil);
int SetMapVigil(netPTR net, float map_vigil);
int ShowPat(netPTR net, setPTR set, int pat_num);
int TestNet(netPTR net, setPTR set, int *tot_correct, int *tot_errors, int *tot_noansA, int *tot_noansB);
int TrainSet(netPTR net, setPTR set, int max_epoch);

#endif