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大小: 1.89MB文件類型: .zip金幣: 2下載: 0 次發(fā)布日期: 2023-11-16
- 語(yǔ)言: Java
- 標(biāo)簽:
資源簡(jiǎn)介
使用JAVA語(yǔ)言利用BP神經(jīng)網(wǎng)絡(luò)完成0-9的手寫數(shù)字識(shí)別
對(duì)于智能科學(xué)入門挺不錯(cuò)的。
同時(shí)也實(shí)現(xiàn)了圖形界面,純當(dāng)是java界面編寫的入門

代碼片段和文件信息
package?Netural_NetWork;
import?java.io.File;
import?java.util.Vector;
public?class?BP?{
public?boolean?set_w(double[][][]?mw){
w?=?mw;
return?true;
}
public?double[][][]?get_w(){
return?w;
}
public?int?get_rate(){
return?rate+1;
}
public?boolean?set_rate(int?num){
rate?=?num;
return?true;
}
public?double[][][]?createw(){ //當(dāng)沒有初始值的時(shí)候,就自己隨機(jī)生成
int?ij;
w?=?new?double[2][][];
w[0]?=?new?double[innum+spenum][midnum];
for(i?=?0;?i for(j?=?0;?j w[0][i][j]?=?(Math.random()*4.8?-2.4)/innum;
}
}
w[1]?=?new?double[midnum][outnum];
for(i?=?0;?i for(j?=?0;?j?10;j++){
w[1][i][j]?=?(Math.random()*4.8?-2.4)/midnum;
}
}
return?w;
}
public?int[][]?learn(int?maxnum){
int?ijk;
File?file?=?new?File(File_in_out.path); //文件處理
File[]?filelist?=?file.listFiles();
File_in_out?fio?=?new?File_in_out(); //用來讀文件
String?name?=?null;
int?mod?; //計(jì)算所有的值
Vector?re?=?new?Vector();
Readr?res?=?null;
double?temp?=?0;
double[]?O?=?new?double[midnum];
double[]?y?=?new?double[outnum];
double[]?midpart?=?new?double[outnum];?
double[]?yr?=?new?double[outnum];
double?step?=?1;
Boolean?flag?=?false;
double?E?=?0;
double?Eo?=?200000;
double[]?xnum?=?new?double[spenum];
mod?=?0;
for(i?=?0;?i name?=?filelist[i].getPath();
if(!name.equals(File_in_out.basic)){
re.add(fio.read(name)); //添加內(nèi)容
++mod;
}
}
for(rate?=?1;?rate?<=?maxnum?&&?flag?==?false;?++rate){
res?=?re.get(rate?%?mod);
yr[res.y]?=?1.0;
for(k?=?0;?k xnum[k]?=?0;
for(i?=?0;?i(Picture_action.inf_num)/5;?++i){
for(k?=?0;?k? xnum[i]?=?xnum[i]?+?res.x[Picture_action.inf_num*i*5?+?k];
}
}
for(k?=?0;?k? xnum[i]?=?xnum[i]?+?res.x[Picture_action.inf_num*(Picture_action.inf_num-1)?+?k];
}
for(k?=?0;?k(Picture_action.inf_num)/5;++k){
for(i?=?0;?i? xnum[k+5]?=?xnum[k+5]?+?res.x[Picture_action.inf_num*i?+?k*5];
}
}
for(i?=?0;??i xnum[k+5]?=?xnum[k+5]?+?res.x[Picture_action.inf_num*i?+?Picture_action.inf_num-1];
}
for(j?=?0;?j? temp?=?0;
for(i?=?0;?i temp?=?temp?+?w[0][i][j]?*?res.x[i];
}
for(i?=?0;i temp?=?temp?+w[0][i+innum][j]*?xnum[i];
O[j]?=?S(temp);
}
for(j?=?0;?j? temp?=?0;
for(i?=?0;?i? temp?=?temp?+?w[1][i][j]?*?O[i];
}
y[j]?=?S(temp);?
}
double[][][]?ch_w?=?new?double[2][][];
ch_w[0]?=?new?double[innum?+?spenum][midnum];
ch_w[1]?=?new?double?[midnum][outnum];
for(i?=?0;?i? midpart[i]?=?(1-?y[i])*y[i]*(y[i]?-?yr[i]);
}
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2016-05-29?21:15??UI_try\
?????文件?????????426??2015-11-29?10:40??UI_try\.classpath
?????文件?????????382??2015-11-09?08:51??UI_try\.project
?????目錄???????????0??2016-05-29?21:15??UI_try\.settings\
?????文件?????????598??2015-11-09?08:51??UI_try\.settings\org.eclipse.jdt.core.prefs
?????目錄???????????0??2016-05-29?21:15??UI_try\bin\
?????目錄???????????0??2016-05-29?21:15??UI_try\bin\Netural_NetWork\
?????文件????????9252??2016-05-02?19:57??UI_try\bin\Netural_NetWork\BP.class
?????文件????????1039??2016-05-02?19:57??UI_try\bin\Netural_NetWork\BackStage.class
?????文件????????8317??2016-05-02?19:57??UI_try\bin\Netural_NetWork\Check.class
?????文件?????????319??2016-05-02?19:57??UI_try\bin\Netural_NetWork\Edge.class
?????文件????????7267??2016-05-02?19:57??UI_try\bin\Netural_NetWork\Element.class
?????文件????????5558??2016-05-02?19:57??UI_try\bin\Netural_NetWork\File_in_out.class
?????文件????????1284??2016-05-02?19:57??UI_try\bin\Netural_NetWork\JText$UpperCaseDocument.class
?????文件?????????500??2016-05-02?19:57??UI_try\bin\Netural_NetWork\JText.class
?????文件????????1285??2016-05-02?19:57??UI_try\bin\Netural_NetWork\MyCanvas.class
?????文件????????2557??2016-05-02?19:57??UI_try\bin\Netural_NetWork\Palette.class
?????文件????????7930??2016-05-02?19:57??UI_try\bin\Netural_NetWork\Picture_action.class
?????文件?????????398??2016-05-02?19:57??UI_try\bin\Netural_NetWork\Readr.class
?????文件????????6588??2016-05-02?19:57??UI_try\bin\Netural_NetWork\Sheet.class
?????文件?????????761??2016-05-02?19:57??UI_try\bin\Netural_NetWork\StartProgram.class
?????文件????????3391??2016-05-02?19:57??UI_try\bin\Netural_NetWork\Study.class
?????文件????????1011??2016-05-02?19:57??UI_try\bin\Netural_NetWork\UI_show$1.class
?????文件????????4756??2016-05-02?19:57??UI_try\bin\Netural_NetWork\UI_show.class
?????目錄???????????0??2016-05-29?21:15??UI_try\bin\Picture\
?????文件???????41063??2015-11-12?21:33??UI_try\bin\Picture\NN1.png
?????文件???????77982??2015-11-14?16:56??UI_try\bin\Picture\sky.jpg
?????文件???????28204??2015-11-14?20:42??UI_try\bin\Picture\son.jpg
?????目錄???????????0??2016-05-29?21:15??UI_try\lib\
?????文件??????309293??2015-11-18?14:47??UI_try\lib\jcommon-1.0.16.jar
?????文件?????1425744??2015-11-18?15:11??UI_try\lib\jfreechart-1.0.13.jar
............此處省略14個(gè)文件信息
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