神经网络中的matlab仿真求助有部分程序
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mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; 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mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td></tr><tr style="HEIGHT: 20.7pt; mso-yfti-irow: 2;"><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: black 1pt solid; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td></tr><tr style="HEIGHT: 20.7pt; mso-yfti-irow: 3; mso-yfti-lastrow: yes;"><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: black 1pt solid; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="30" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 22.3pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.7pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt; mso-element: frame; mso-element-frame-hspace: 9.0pt; mso-element-wrap: around; mso-element-anchor-vertical: paragraph; mso-element-anchor-horizontal: page; mso-element-left: 187.4pt; mso-element-top: -83.75pt; mso-height-rule: exactly;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td></tr></tbody></table><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p><table class="MsoTableGrid" cellspacing="0" cellpadding="0" width="113" border="1" style="BORDER-RIGHT: medium none; BORDER-TOP: medium none; BORDER-LEFT: medium none; WIDTH: 84.8pt; BORDER-BOTTOM: medium none; BORDER-COLLAPSE: collapse; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-yfti-tbllook: 1184; mso-padding-alt: 0cm 5.4pt 0cm 5.4pt;"><tbody><tr style="HEIGHT: 19.5pt; mso-yfti-irow: 0; mso-yfti-firstrow: yes;"><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: black 1pt solid; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: black 1pt solid; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 19.5pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: black 1pt solid; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 19.5pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: black 1pt solid; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 19.5pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: black 1pt solid; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 19.5pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td></tr><tr style="HEIGHT: 20.55pt; mso-yfti-irow: 1;"><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: black 1pt solid; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.55pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.55pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.55pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.55pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td></tr><tr style="HEIGHT: 19.5pt; mso-yfti-irow: 2;"><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: black 1pt solid; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 19.5pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 19.5pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 19.5pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 19.5pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td></tr><tr style="HEIGHT: 20.55pt; mso-yfti-irow: 3; mso-yfti-lastrow: yes;"><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: black 1pt solid; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.55pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.55pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.55pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td><td valign="top" width="28" style="BORDER-RIGHT: black 1pt solid; PADDING-RIGHT: 5.4pt; BORDER-TOP: #f2fffe; PADDING-LEFT: 5.4pt; BACKGROUND: black; PADDING-BOTTOM: 0cm; BORDER-LEFT: #f2fffe; WIDTH: 21.2pt; PADDING-TOP: 0cm; BORDER-BOTTOM: black 1pt solid; HEIGHT: 20.55pt; mso-border-alt: solid black .5pt; mso-border-themecolor: text1; mso-background-themecolor: text1; mso-border-left-alt: solid black .5pt; mso-border-left-themecolor: text1; mso-border-top-alt: solid black .5pt; mso-border-top-themecolor: text1; mso-border-bottom-themecolor: text1; mso-border-right-themecolor: text1;"><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><span lang="EN-US"><p><font face="Calibri"></font></p></span></p><p><font face="Calibri"></font></p><p></p><p><font face="Calibri"></font></p><p></p></td></tr></tbody></table><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">编写一个利用前向传播神经网络进行字符识别的程序。设神经网络为具有一个隐含层的</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">BP</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">网络,需识别的字符有三个</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">A</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">,</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">I</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">,</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">O</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">,其输入为</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">4</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">×</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">4</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">个象素的扫描输入,见上图。</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><p></p></span></b></p><p></p><p></p><p></p><p></p><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">目标输出分别为</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">A=(1,-1,-1),I=(-1,1,1),O=(-1,-1,1).</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">网络为</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">16</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">个输入节点、</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">3</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">个输出节点、</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">9</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">个隐含层节点。利用所编程序完成训练后,</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><span style="mso-spacerun: yes;"><font face="Calibri"> </font></span></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">在输入样本为</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><font face="Calibri">X=(1,1,1,1,1,-1,-1,1,1,1,1,1,1,1,-1,1)</font></span></b><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">时,求网络输出值。</span></b></p><p class="MsoNormal" style="MARGIN: 0cm 0cm 0pt;"><b style="mso-bidi-font-weight: normal;"><span style="FONT-SIZE: 14pt; FONT-FAMILY: 宋体; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">这题似乎并不难。做下啦。求助~~~</span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="FONT-SIZE: 14pt;"><p></p></span></b></p><p></p><p></p><p></p><p></p>[此贴子已经被作者于2007-7-4 11:59:44编辑过]
我晕,似乎看不到,还是上传吧
真是的,题见文档。<br/> 难 ddddddddddddddd <p>经过一番学习之后,下面是本人用matlab7.1写的。其中有很多不理解的地方,请指正。另外,我想用plotchar()来画出4*4的图像,但只能画出5*7的,不知何解??或用什么来画呢??怎样通过竞争层后输出也没搞懂??估计是没人回答了!!程序见符件~<br/></p><p>alphabet=<br/>targets=<br/>=size(alphabet);<br/>P=alphabet;<br/>net = newff(minmax(P),,{'tansig' 'tansig'}, 'traingdx')<br/>net.Lw{2,1}=net.LW{2,1}*0.001;<br/>net.b{2}=net.b{2}*0.001;<br/>%no noise<br/>%无噪声训练<br/>T=targets;<br/>net.performFcn='sse';<br/>net.trainParam.goal=0.0001;<br/>%net.trainParam.show=20;<br/>net.trainParam.epochs=5000;<br/>net.trainParam.mc=0.95;<br/>=train(net,P,T);<br/>%有噪声操练<br/>netn=net;<br/>netn.trainParam.goal=0.0003;<br/>netn.trainParam.epochs=300;<br/>T=;<br/>for pass=1:10<br/> P=;<br/> =train(netn,P,T);<br/>end<br/>%*****************************************<br/>%****************************************<br/>%再次无噪声训练<br/>netn.trainParam.goal=0.0001;<br/>netn.trainParam.epochs=500;<br/>%netn.trainPanram.show=5;<br/>P=alphabet;<br/>T=targets;<br/>=train(netn,P,T);<br/>%**********************************************<br/>%**********************************************<br/>%系统性能<br/>noise_range=0:.05:.5;<br/>max_test=10;<br/>network1=[];<br/>network2=[];<br/>T=targets;<br/>for noiselevel=noise_range<br/> errors1=0;<br/> errors2=0;<br/> for i=1:max_test<br/> P=alphabet+randn(16,3)*noiselevel;<br/> A=sim(net,P);<br/> %AA=compet(A);<br/> errors1=errors1+sum(sum(abs(A-T)))/2;<br/> An=sim(netn,P);<br/> %AAn=compet(An);<br/> errors2=errors2+sum(sum(abs(An-T)))/2;<br/> end<br/> network1=;<br/> network2=;<br/>end<br/>plot(noise_range,network1*10,'--',noise_range,network2*10);<br/>title('识别误差');<br/>xlabel('噪声指标');<br/>ylabel('无噪声——有噪声——');</p><p>%测试<br/>testX=;<br/>XX=sim(net,testX);<br/>XX<br/>%*****************</p>[此贴子已经被作者于2007-7-4 11:51:01编辑过] 太好啦,终于找到了! 我又来下载啦 新手,不会 哇,有点难~~~ :) :)
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