基于CI_HMM的运动想象脑电信号分类_孟明.rar

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基于CI_HMM的运动想象脑电信号分类_孟明
基于CI_HMM的运动想象脑电信号分类_孟明.rar
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<html xmlns="http://www.w3.org/1999/xhtml"> <head> <meta charset="utf-8"> <meta name="generator" content="pdf2htmlEX"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <link rel="stylesheet" href="https://static.pudn.com/base/css/base.min.css"> <link rel="stylesheet" href="https://static.pudn.com/base/css/fancy.min.css"> <link rel="stylesheet" href="https://static.pudn.com/prod/directory_preview_static/6256672a6a05c103570afc80/raw.css"> <script src="https://static.pudn.com/base/js/compatibility.min.js"></script> <script src="https://static.pudn.com/base/js/pdf2htmlEX.min.js"></script> <script> try{ pdf2htmlEX.defaultViewer = new pdf2htmlEX.Viewer({}); }catch(e){} </script> <title></title> </head> <body> <div id="sidebar" style="display: none"> <div id="outline"> </div> </div> <div id="pf1" class="pf w0 h0" data-page-no="1"><div class="pc pc1 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/6256672a6a05c103570afc80/bg1.jpg"><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">&#31532;</div><div class="t m0 x2 h3 y2 ff2 fs0 fc0 sc0 ls0 ws0">26</div><div class="t m0 x3 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">&#21367;<span class="_ _0"> </span>&#31532;</div><div class="t m0 x4 h3 y2 ff2 fs0 fc0 sc0 ls0 ws0">12</div><div class="t m0 x5 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">&#26399;</div><div class="t m0 x6 h3 y3 ff2 fs0 fc0 sc0 ls0 ws0">2013</div><div class="t m0 x7 h2 y4 ff1 fs0 fc0 sc0 ls0 ws0">&#24180;</div><div class="t m0 x8 h3 y3 ff2 fs0 fc0 sc0 ls0 ws0">12</div><div class="t m0 x9 h2 y4 ff1 fs0 fc0 sc0 ls0 ws0">&#26376;</div><div class="t m0 xa h4 y5 ff1 fs1 fc0 sc0 ls0 ws0">&#20256;<span class="_ _1"> </span>&#24863;<span class="_ _1"> </span>&#25216;<span class="_ _1"> </span>&#26415;<span class="_ _1"> </span>&#23398;<span class="_ _1"> </span>&#25253;</div><div class="t m0 xb h5 y6 ff2 fs2 fc0 sc0 ls0 ws0">CHINESE<span class="_ _2"> </span>JOU&#65330;NAL<span class="_ _2"> </span>OF<span class="_ _2"> </span>SENSO&#65330;S<span class="_ _2"> </span>AND<span class="_ _3"> </span>ACTUATO&#65330;S</div><div class="t m0 xc h3 y2 ff2 fs0 fc0 sc0 ls0 ws0">Vol&#65294;<span class="_ _2"> </span>26<span class="_ _4"> </span>No&#65294;<span class="_ _2"> </span>12</div><div class="t m0 xd h3 y3 ff2 fs0 fc0 sc0 ls0 ws0">Dec&#65294;<span class="_ _5"> </span>2013</div><div class="t m0 x1 h6 y7 ff3 fs3 fc0 sc0 ls0 ws0">&#39033;&#30446;<span class="_ _6"></span>&#26469;&#28304;</div><div class="t m0 xe h6 y8 ff4 fs3 fc0 sc0 ls0 ws0">&#65306;</div><div class="t m0 xf h6 y7 ff5 fs3 fc0 sc0 ls0 ws0">&#22269;&#23478;<span class="_ _6"></span>&#33258;&#28982;<span class="_ _6"></span>&#31185;<span class="_ _7"></span>&#23398;<span class="_ _7"></span>&#22522;<span class="_ _7"></span>&#37329;<span class="_ _6"></span>&#39033;<span class="_ _7"></span>&#30446;</div><div class="t m0 x10 h6 y8 ff6 fs3 fc0 sc0 ls0 ws0">&#65288;<span class="_ _3"> </span><span class="ff2">61172134<span class="_ _6"></span></span>&#65292;<span class="_ _8"></span><span class="ff2">612013<span class="_ _9"></span>02<span class="_ _7"></span><span class="ff6">&#65289;<span class="_ _3"> </span>&#65307;</span></span></div><div class="t m0 x11 h6 y7 ff5 fs3 fc0 sc0 ls1 ws0">&#27993;&#27743;&#30465;&#33258;&#28982;&#31185;&#23398;&#22522;&#37329;&#39033;&#30446;</div><div class="t m0 x12 h6 y8 ff6 fs3 fc0 sc0 ls0 ws0">&#65288;<span class="_ _a"> </span><span class="ff2">LY<span class="_ _9"></span>12<span class="_ _6"></span>F<span class="_ _9"></span>030<span class="_ _9"></span>06<span class="_ _7"></span><span class="ff6">&#65289;<span class="_ _3"> </span>&#65307;</span></span></div><div class="t m0 x13 h6 y7 ff5 fs3 fc0 sc0 ls1 ws0">&#27993;&#27743;&#30465;&#31185;&#25216;&#35745;&#21010;&#39033;&#30446;</div><div class="t m0 xf h6 y9 ff6 fs3 fc0 sc0 ls0 ws0">&#65288;<span class="_ _2"> </span><span class="ff2">2010<span class="_ _6"></span>C<span class="_ _9"></span>33075<span class="_ _6"></span><span class="ff6">&#65292;<span class="_ _b"></span><span class="ff2">2013<span class="_ _6"></span>C<span class="_ _9"></span>240<span class="_ _9"></span>16<span class="_ _6"></span><span class="ff6">&#65289;</span></span></span></span></div><div class="t m0 x1 h6 ya ff3 fs3 fc0 sc0 ls0 ws0">&#25910;&#31295;<span class="_ _6"></span>&#26085;&#26399;</div><div class="t m0 xe h6 yb ff4 fs3 fc0 sc0 ls0 ws0">&#65306;<span class="_ _c"> </span><span class="ff2">2013</span></div><div class="t m0 x9 h7 yc ff2 fs3 fc0 sc0 ls0 ws0">&#65293;</div><div class="t m0 x14 h7 yb ff2 fs3 fc0 sc0 ls0 ws0">07</div><div class="t m0 x15 h7 yc ff2 fs3 fc0 sc0 ls0 ws0">&#65293;</div><div class="t m0 x16 h7 yb ff2 fs3 fc0 sc0 ls0 ws0">25</div><div class="t m0 x17 h6 ya ff3 fs3 fc0 sc0 ls0 ws0">&#20462;&#25913;<span class="_ _6"></span>&#26085;&#26399;</div><div class="t m0 x18 h6 yb ff4 fs3 fc0 sc0 ls0 ws0">&#65306;<span class="_ _c"> </span><span class="ff2">2013</span></div><div class="t m0 x19 h7 yc ff2 fs3 fc0 sc0 ls0 ws0">&#65293;</div><div class="t m0 x1a h7 yb ff2 fs3 fc0 sc0 ls0 ws0">11</div><div class="t m0 x1b h7 yc ff2 fs3 fc0 sc0 ls0 ws0">&#65293;</div><div class="t m0 x1c h7 yb ff2 fs3 fc0 sc0 ls0 ws0">20</div><div class="t m0 x1d h8 yd ff7 fs4 fc0 sc0 ls0 ws0">Motor<span class="_ _5"> </span>Imagery<span class="_ _0"> </span>EEG<span class="_ _0"> </span>Classification<span class="_ _0"> </span>Based<span class="_ _0"> </span>on<span class="_ _0"> </span>CI<span class="_ _6"></span>-<span class="_ _d"></span>HMM</div><div class="t m0 x1e h7 ye ff2 fs3 fc0 sc0 ls0 ws0">*</div><div class="t m0 x1f h9 yf ff8 fs1 fc0 sc0 ls0 ws0">MENG<span class="_ _e"> </span>Ming</div><div class="t m0 x20 ha y10 ff2 fs5 fc0 sc0 ls0 ws0">*</div><div class="t m0 x21 h4 yf ff6 fs1 fc0 sc0 ls0 ws0">&#65292;<span class="_ _f"></span><span class="ff8">MAN<span class="_ _e"> </span>Haitao<span class="ff6">&#65292;<span class="_ _f"></span><span class="ff8">SHE<span class="_ _e"> </span>Qingshan</span></span></span></div><div class="t m0 x22 hb y11 ff6 fs5 fc0 sc0 ls0 ws0">&#65288;<span class="_ _3"> </span><span class="ff8">Intellige<span class="_ _9"></span>nt<span class="_ _3"> </span>control<span class="_ _3"> </span>and<span class="_ _10"> </span>&#65330;obotics<span class="_ _2"> </span>Institute<span class="ff6">&#65292;<span class="_ _11"></span><span class="ff8">Hangzhou<span class="_ _3"> </span>Dianzi<span class="_ _3"> </span>University<span class="ff6">&#65292;<span class="_ _11"></span><span class="ff8">Hangz<span class="_ _9"></span>hou<span class="_ _2"> </span><span class="ff2">310018<span class="_ _6"></span><span class="ff6">&#65292;<span class="_ _11"></span><span class="ff8">China<span class="ff6">&#65289;</span></span></span></span></span></span></span></span></span></div><div class="t m0 x1 h2 y12 ff7 fs0 fc0 sc0 ls0 ws0">Abstract<span class="ff6">&#65306;<span class="_ _3"> </span><span class="ff2">In<span class="_ _12"> </span>the<span class="_ _12"> </span>applicati<span class="_ _9"></span>ons<span class="_ _12"> </span>of<span class="_ _a"> </span>hidden<span class="_ _13"> </span>Markov<span class="_ _a"> </span>model<span class="_ _6"></span><span class="ff6">&#65288;<span class="_ _a"> </span></span>HMM<span class="_ _6"></span><span class="ff6">&#65289;<span class="_ _a"> </span></span>in<span class="_ _13"> </span>motor<span class="_ _a"> </span>imagery<span class="_ _13"> </span>electroencephalogram<span class="_ _6"></span><span class="ff6">&#65288;<span class="_ _a"> </span></span>EEG<span class="_ _6"></span><span class="ff6">&#65289;<span class="_ _a"> </span></span>classi<span class="_ _9"></span>-</span></span></div><div class="t m0 x1 h2 y13 ff2 fs0 fc0 sc0 ls0 ws0">fication<span class="ff6">&#65292;<span class="_ _b"></span><span class="ff2">the<span class="_ _13"> </span>independence<span class="_ _13"> </span>assumption<span class="_ _a"> </span>of<span class="_ _13"> </span>HMM<span class="_ _13"> </span>is<span class="_ _a"> </span>inconsistent<span class="_ _a"> </span>with<span class="_ _13"> </span>the<span class="_ _13"> </span>inherent<span class="_ _a"> </span>correlation<span class="_ _13"> </span>of<span class="_ _13"> </span>EEG<span class="_ _13"> </span>signals&#65294;<span class="_ _3"> </span>In<span class="_ _13"> </span>order</span></span></div><div class="t m0 x1 h2 y14 ff2 fs0 fc0 sc0 ls0 ws0">to<span class="_ _12"> </span>resolve<span class="_ _a"> </span>the<span class="_ _a"> </span>problem<span class="ff6">&#65292;<span class="_ _b"></span><span class="ff2">an<span class="_ _a"> </span>E<span class="_"> </span>E<span class="_ _6"></span>G<span class="_ _a"> </span>class<span class="_ _9"></span>ification<span class="_ _a"> </span>method<span class="_ _a"> </span>based<span class="_ _a"> </span>on<span class="_ _a"> </span>Choquet<span class="_ _a"> </span>fuzzy<span class="_ _a"> </span>integral<span class="_ _10"> </span>HMM<span class="_ _6"></span><span class="ff6">&#65288;<span class="_ _a"> </span></span>CI<span class="_ _6"></span>-<span class="_ _14"></span>HMM<span class="ff6">&#65289;<span class="_ _13"> </span></span>is<span class="_ _a"> </span>proposed&#65294;</span></span></div><div class="t m0 x1 h3 y15 ff2 fs0 fc0 sc0 ls0 ws0">The<span class="_ _13"> </span>independence<span class="_ _a"> </span>assumption<span class="_ _10"> </span>of<span class="_ _a"> </span>HMM<span class="_ _a"> </span>is<span class="_ _10"> </span>relaxed<span class="_ _a"> </span>by<span class="_ _a"> </span>substitut<span class="_ _9"></span>ing<span class="_ _a"> </span>the<span class="_ _a"> </span>monotonicit<span class="_ _9"></span>y<span class="_ _a"> </span>of<span class="_ _a"> </span>fuzz<span class="_ _9"></span>y<span class="_ _a"> </span>integrals<span class="_ _10"> </span>for<span class="_ _a"> </span>the<span class="_ _a"> </span>additivity</div><div class="t m0 x1 h3 y16 ff2 fs0 fc0 sc0 ls0 ws0">of<span class="_ _13"> </span>probability<span class="_ _13"> </span>measures&#65294;<span class="_ _3"> </span>Each<span class="_ _12"> </span>signal<span class="_ _13"> </span>was<span class="_ _13"> </span>segmented<span class="_ _12"> </span>using<span class="_ _13"> </span>overlapping<span class="_ _13"> </span>sliding<span class="_ _13"> </span>window<span class="_ _6"></span>&#65294;<span class="_ _3"> </span>Then<span class="_ _13"> </span>from<span class="_ _12"> </span>each<span class="_ _15"> </span>segment</div><div class="t m0 x23 h2 y17 ff6 fs0 fc0 sc0 ls0 ws0">&#65292;<span class="_ _b"></span><span class="ff2">the</span></div><div class="t m0 x1 h3 y18 ff2 fs0 fc0 sc0 ls0 ws0">absolute<span class="_ _a"> </span>mean</div><div class="t m0 x9 h2 y19 ff6 fs0 fc0 sc0 ls0 ws0">&#65292;<span class="_ _b"></span><span class="ff2">wavelength<span class="_ _a"> </span>and<span class="_ _a"> </span>wavelet<span class="_ _a"> </span>packet<span class="_ _a"> </span>based<span class="_ _a"> </span>relative<span class="_ _a"> </span>energy<span class="_ _a"> </span>features<span class="_ _a"> </span>were<span class="_ _a"> </span>extracted<span class="_ _a"> </span>to<span class="_ _13"> </span>constitute<span class="_ _10"> </span>observation</span></div><div class="t m0 x1 h3 y1a ff2 fs0 fc0 sc0 ls0 ws0">sequence<span class="_ _13"> </span>for<span class="_ _10"> </span>the<span class="_ _a"> </span>CI<span class="_ _6"></span>-<span class="_ _14"></span>HMM<span class="_ _10"> </span>training<span class="_ _10"> </span>and<span class="_ _a"> </span>classifi<span class="_ _9"></span>cation<span class="_ _6"></span>&#65294;<span class="_ _3"> </span>The<span class="_ _10"> </span>BCI<span class="_ _a"> </span>Competition<span class="_ _3"> </span>2008<span class="_ _a"> </span>Datasets<span class="_ _2"> </span>1<span class="_ _13"> </span>with<span class="_ _10"> </span>two<span class="_ _a"> </span>classes<span class="_ _10"> </span>of<span class="_ _a"> </span>motor</div><div class="t m0 x1 h3 y1b ff2 fs0 fc0 sc0 ls0 ws0">imagery<span class="_ _13"> </span>were<span class="_ _12"> </span>selected<span class="_ _13"> </span>for<span class="_ _13"> </span>classification<span class="_ _a"> </span>expe<span class="_"> </span>riments<span class="_ _6"></span>&#65294;<span class="_ _3"> </span>The<span class="_ _13"> </span>experimental<span class="_ _12"> </span>results<span class="_ _12"> </span>show<span class="_ _12"> </span>that<span class="_ _12"> </span>this<span class="_ _12"> </span>method<span class="_ _15"> </span>can<span class="_ _12"> </span>effectively</div><div class="t m0 x1 h3 y1c ff2 fs0 fc0 sc0 ls0 ws0">improve<span class="_ _13"> </span>the<span class="_ _12"> </span>performance<span class="_ _13"> </span>of<span class="_ _13"> </span>the<span class="_ _12"> </span>HMM<span class="_ _13"> </span>method<span class="_ _12"> </span>used<span class="_ _13"> </span>in<span class="_ _13"> </span>motor<span class="_ _12"> </span>imagery<span class="_ _13"> </span>EEG<span class="_ _12"> </span>class<span class="_ _9"></span>ification&#65294;</div><div class="t m0 x1 h2 y1d ff7 fs0 fc0 sc0 ls0 ws0">Key<span class="_ _13"> </span>words<span class="ff6">&#65306;<span class="_ _10"> </span><span class="ff2">EEG<span class="_ _6"></span></span>&#65307;<span class="_ _3"> </span><span class="ff2">motor<span class="_ _13"> </span>imagery<span class="_ _6"></span></span>&#65307;<span class="_ _3"> </span><span class="ff2">fuzzy<span class="_ _13"> </span>integral</span>&#65307;<span class="_ _10"> </span><span class="ff2">hidden<span class="_ _13"> </span>Markov<span class="_ _13"> </span>model</span></span></div><div class="t m0 x1 h2 y1e ff7 fs0 fc0 sc0 ls0 ws0">EEACC<span class="ff6">&#65306;<span class="_ _2"> </span></span>7230<span class="_ _6"></span>J<span class="_ _6"></span><span class="ff6">&#65307;<span class="_ _2"> </span></span>7220<span class="_ _6"></span><span class="ff6">&#65307;<span class="_ _2"> </span></span>7510<span class="_ _6"></span>D<span class="_ _16"> </span>doi<span class="ff6">&#65306;<span class="_ _2"> </span></span>10<span class="_ _6"></span>&#65294;<span class="_ _2"> </span>3969<span class="_ _17"> </span>/<span class="_ _18"></span>j<span class="_ _6"></span>&#65294;<span class="_ _3"> </span>iss<span class="_ _9"></span>n&#65294;<span class="_ _2"> </span>1004</div><div class="t m0 x24 hc y1f ff7 fs0 fc0 sc0 ls0 ws0">&#65293;</div><div class="t m0 x25 hc y1e ff7 fs0 fc0 sc0 ls0 ws0">1699<span class="_ _6"></span>&#65294;<span class="_ _2"> </span>2013<span class="_ _6"></span>&#65294;<span class="_ _2"> </span>12<span class="_ _6"></span>&#65294;<span class="_ _2"> </span>003</div><div class="t m0 x1d hd y20 ff5 fs6 fc0 sc0 ls0 ws0">&#22522;<span class="_ _18"></span>&#20110;</div><div class="t m0 x26 he y21 ff2 fs6 fc0 sc0 ls0 ws0">CI<span class="_ _6"></span>-<span class="_ _11"></span>HMM</div><div class="t m0 x27 hd y20 ff5 fs6 fc0 sc0 ls2 ws0">&#30340;&#36816;&#21160;&#24819;&#35937;&#33041;&#30005;&#20449;&#21495;&#20998;&#31867;</div><div class="t m0 x28 hf y22 ff2 fs7 fc0 sc0 ls0 ws0">*</div><div class="t m0 x29 h4 y23 ff9 fs1 fc0 sc0 ls0 ws0">&#23391;<span class="_ _19"> </span>&#26126;</div><div class="t m0 x2a ha y24 ff2 fs5 fc0 sc0 ls0 ws0">*</div><div class="t m0 x2b h4 y25 ffa fs1 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x2c h4 y23 ff9 fs1 fc0 sc0 ls0 ws0">&#28385;<span class="_ _6"></span>&#28023;&#28059;</div><div class="t m0 x2d h4 y25 ffa fs1 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x2e h4 y23 ff9 fs1 fc0 sc0 ls0 ws0">&#20312;<span class="_ _6"></span>&#38738;&#23665;</div><div class="t m0 x2f h6 y26 ff6 fs3 fc0 sc0 ls0 ws0">&#65288;</div><div class="t m0 x30 h6 y27 ff5 fs3 fc0 sc0 ls3 ws0">&#26477;&#24030;&#30005;&#23376;&#31185;&#25216;&#22823;&#23398;&#26234;&#33021;&#25511;&#21046;&#19982;&#26426;&#22120;&#20154;&#30740;&#31350;&#25152;</div><div class="t m0 x31 h6 y26 ff6 fs3 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x32 h6 y27 ff5 fs3 fc0 sc0 ls0 ws0">&#26477;&#24030;</div><div class="t m0 x33 h6 y26 ff2 fs3 fc0 sc0 ls0 ws0">310018<span class="ff6">&#65289;</span></div><div class="t m0 x1 h2 y28 ff3 fs0 fc0 sc0 ls0 ws0">&#25688;<span class="_ _1a"> </span>&#35201;</div><div class="t m0 x34 h2 y29 ff4 fs0 fc0 sc0 ls0 ws0">&#65306;</div><div class="t m0 xe h6 y2a ff5 fs3 fc0 sc0 ls3 ws0">&#38024;&#23545;&#38544;&#39532;&#23572;&#31185;&#22827;&#27169;&#22411;&#22312;&#36816;&#21160;&#24819;&#35937;&#33041;&#30005;&#20449;&#21495;&#20998;&#31867;&#24212;&#29992;&#20013;</div><div class="t m0 x35 h6 y2b ff6 fs3 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x36 h6 y2a ff5 fs3 fc0 sc0 ls3 ws0">&#20854;&#29420;&#31435;&#24615;&#20551;&#35774;&#19982;<span class="ls4">&#33041;&#30005;&#20449;&#21495;&#38388;&#30456;&#20851;&#24615;&#30340;&#19981;&#19968;&#33268;&#38382;&#39064;</span></div><div class="t m0 x37 h6 y2b ff6 fs3 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x38 h6 y2a ff5 fs3 fc0 sc0 ls0 ws0">&#25552;<span class="_ _6"></span>&#20986;<span class="_ _6"></span>&#19968;<span class="_ _6"></span>&#31181;</div><div class="t m0 x1 h6 y2c ff5 fs3 fc0 sc0 ls0 ws0">&#22522;&#20110;</div><div class="t m0 x39 h7 y2d ff2 fs3 fc0 sc0 ls0 ws0">Choque<span class="_ _9"></span>t</div><div class="t m0 x3a h6 y2c ff5 fs3 fc0 sc0 ls3 ws0">&#27169;&#31946;&#31215;&#20998;&#38544;&#39532;&#23572;&#31185;&#22827;&#27169;&#22411;&#30340;&#33041;&#30005;&#20449;&#21495;&#20998;&#31867;&#26041;&#27861;</div><div class="t m0 x3b h10 y2d ffb fs3 fc0 sc0 ls0 ws0">&#12290;</div><div class="t m0 x3c h6 y2c ff5 fs3 fc0 sc0 ls3 ws0">&#35813;&#27169;&#22411;&#24212;&#29992;&#27169;&#31946;&#31215;&#20998;&#30340;&#21333;&#35843;&#24615;<span class="ls4">&#21462;&#20195;&#20102;&#27010;&#29575;&#27979;&#24230;&#30340;&#21487;&#21152;&#24615;</span></div><div class="t m0 x3d h6 y2d ff6 fs3 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x23 h6 y2c ff5 fs3 fc0 sc0 ls0 ws0">&#25918;<span class="_ _6"></span>&#23485;</div><div class="t m0 x1 h6 y2e ff5 fs3 fc0 sc0 ls3 ws0">&#20102;&#38544;&#39532;&#23572;&#31185;&#22827;&#27169;&#22411;&#30340;&#29420;&#31435;&#24615;&#20551;&#35774;</div><div class="t m0 x3e h10 y2f ffb fs3 fc0 sc0 ls0 ws0">&#12290;</div><div class="t m0 x3f h6 y2e ff5 fs3 fc0 sc0 ls3 ws0">&#21033;&#29992;&#37325;&#21472;&#28369;&#21160;&#31383;&#23545;&#33041;&#30005;&#20449;&#21495;&#20998;&#27573;</div><div class="t m0 x40 h6 y2f ff6 fs3 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x2d h6 y2e ff5 fs3 fc0 sc0 ls4 ws0">&#28982;&#21518;<span class="_ _9"></span>&#23545;&#27599;&#27573;&#25968;&#25454;&#25552;&#21462;&#32477;&#23545;&#22343;&#20540;</div><div class="t m0 x41 h10 y2f ffb fs3 fc0 sc0 ls0 ws0">&#12289;</div><div class="t m0 x42 h6 y2e ff5 fs3 fc0 sc0 ls4 ws0">&#27874;&#38271;&#21644;&#23567;&#27874;&#21253;&#30456;&#23545;&#33021;&#37327;</div><div class="t m0 x1 h6 y30 ff5 fs3 fc0 sc0 ls0 ws0">&#29305;&#24449;</div><div class="t m0 x43 h6 y31 ff6 fs3 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x44 h6 y30 ff5 fs3 fc0 sc0 ls3 ws0">&#26500;&#25104;&#29305;&#24449;&#24207;&#21015;&#29992;&#20110;</div><div class="t m0 x45 h7 y31 ff2 fs3 fc0 sc0 ls0 ws0">CI-<span class="_ _1b"></span>HMM</div><div class="t m0 x46 h6 y30 ff5 fs3 fc0 sc0 ls0 ws0">&#30340;&#35757;<span class="_ _6"></span>&#32451;&#21644;<span class="_ _6"></span>&#20998;&#31867;</div><div class="t m0 x47 h10 y31 ffb fs3 fc0 sc0 ls0 ws0">&#12290;</div><div class="t m0 x48 h6 y30 ff5 fs3 fc0 sc0 ls0 ws0">&#36873;&#21462;</div><div class="t m0 x49 h7 y31 ff2 fs3 fc0 sc0 ls0 ws0">2008</div><div class="t m0 x4a h6 y30 ff5 fs3 fc0 sc0 ls0 ws0">&#24180;</div><div class="t m0 x4b h7 y31 ff2 fs3 fc0 sc0 ls0 ws0">BCI</div><div class="t m0 x40 h6 y30 ff5 fs3 fc0 sc0 ls0 ws0">&#31454;&#36187;</div><div class="t m0 x4c h7 y31 ff2 fs3 fc0 sc0 ls0 ws0">Datasets<span class="_ _3"> </span>1</div><div class="t m0 x4d h6 y30 ff5 fs3 fc0 sc0 ls4 ws0">&#30340;&#20004;&#31867;&#36816;&#21160;&#24819;&#35937;&#25968;&#25454;&#36827;&#34892;&#20998;&#31867;&#23454;&#39564;</div><div class="t m0 x3d h6 y31 ff6 fs3 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x23 h6 y30 ff5 fs3 fc0 sc0 ls0 ws0">&#32467;<span class="_ _6"></span>&#26524;</div><div class="t m0 x1 h6 y32 ff5 fs3 fc0 sc0 ls0 ws0">&#34920;&#26126;</div><div class="t m0 x43 h6 y33 ff6 fs3 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x44 h6 y32 ff5 fs3 fc0 sc0 ls3 ws0">&#35813;&#26041;&#27861;&#26377;&#25928;&#25552;&#39640;&#20102;&#38544;&#39532;&#23572;&#31185;&#22827;&#27169;&#22411;&#26041;&#27861;&#23545;&#36816;&#21160;&#24819;&#35937;&#33041;&#30005;&#20449;&#21495;&#20998;&#31867;&#30340;&#24615;&#33021;</div><div class="t m0 x4e h10 y33 ffb fs3 fc0 sc0 ls0 ws0">&#12290;</div><div class="t m0 x1 h2 y34 ff3 fs0 fc0 sc0 ls0 ws0">&#20851;&#38190;<span class="_ _6"></span>&#35789;</div><div class="t m0 x34 h2 y35 ff4 fs0 fc0 sc0 ls0 ws0">&#65306;</div><div class="t m0 xe h6 y36 ff5 fs3 fc0 sc0 ls0 ws0">&#33041;&#30005;<span class="_ _6"></span>&#20449;&#21495;</div><div class="t m0 x15 h6 y37 ff6 fs3 fc0 sc0 ls0 ws0">&#65307;</div><div class="t m0 x4f h6 y36 ff5 fs3 fc0 sc0 ls0 ws0">&#36816;&#21160;<span class="_ _6"></span>&#24819;&#35937;</div><div class="t m0 x50 h6 y37 ff6 fs3 fc0 sc0 ls0 ws0">&#65307;</div><div class="t m0 x51 h6 y36 ff5 fs3 fc0 sc0 ls0 ws0">&#27169;&#31946;<span class="_ _6"></span>&#31215;&#20998;</div><div class="t m0 x52 h6 y37 ff6 fs3 fc0 sc0 ls0 ws0">&#65307;</div><div class="t m0 x53 h6 y36 ff5 fs3 fc0 sc0 ls3 ws0">&#38544;&#39532;&#23572;&#31185;&#22827;&#27169;&#22411;</div><div class="t m0 x1 h2 y38 ff3 fs0 fc0 sc0 ls0 ws0">&#20013;&#22270;<span class="_ _6"></span>&#20998;&#31867;<span class="_ _6"></span>&#21495;</div><div class="t m0 x54 h2 y39 ff4 fs0 fc0 sc0 ls0 ws0">&#65306;<span class="_ _2"> </span><span class="ff7">TP391</span></div><div class="t m0 x55 h2 y38 ff3 fs0 fc0 sc0 ls0 ws0">&#25991;&#29486;<span class="_ _6"></span>&#26631;&#35782;<span class="_ _6"></span>&#30721;</div><div class="t m0 x56 h2 y39 ff4 fs0 fc0 sc0 ls0 ws0">&#65306;<span class="_ _2"> </span><span class="ff7">A</span></div><div class="t m0 x57 h2 y38 ff3 fs0 fc0 sc0 ls0 ws0">&#25991;&#31456;<span class="_ _6"></span>&#32534;&#21495;</div><div class="t m0 x58 h2 y39 ff4 fs0 fc0 sc0 ls0 ws0">&#65306;<span class="_ _17"> </span><span class="ff7">1004</span></div><div class="t m0 x59 hc y3a ff7 fs0 fc0 sc0 ls0 ws0">&#65293;</div><div class="t m0 x5a h2 y39 ff7 fs0 fc0 sc0 ls0 ws0">1699<span class="_ _6"></span><span class="ff4">&#65288;<span class="_ _2"> </span></span>2013<span class="_ _7"></span><span class="ff4">&#65289;<span class="_ _2"> </span></span>12</div><div class="t m0 x5b hc y3a ff7 fs0 fc0 sc0 ls0 ws0">&#65293;</div><div class="t m0 x5c hc y39 ff7 fs0 fc0 sc0 ls0 ws0">1638</div><div class="t m0 x5d hc y3a ff7 fs0 fc0 sc0 ls0 ws0">&#65293;</div><div class="t m0 x5e hc y39 ff7 fs0 fc0 sc0 ls0 ws0">06</div><div class="t m0 x5f h2 y3b ff5 fs0 fc0 sc0 ls5 ws0">&#22312;<span class="_ _9"></span>&#20154;<span class="_ _9"></span>&#20204;<span class="_ _1c"></span>&#24819;<span class="_ _1c"></span>&#35937;&#32930;&#20307;&#21160;&#20316;&#30340;&#35268;&#21010;&#21644;&#25191;&#34892;&#38454;&#27573;</div><div class="t m0 x60 h2 y3c ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x2a h2 y3b ff5 fs0 fc0 sc0 ls0 ws0">&#22823;<span class="_ _6"></span>&#33041;</div><div class="t m0 x1 h2 y3d ff5 fs0 fc0 sc0 ls6 ws0">&#30382;&#23618;&#23545;&#20391;&#20027;&#24863;&#35273;&#36816;&#21160;&#21306;&#20250;&#20986;&#29616;&#29305;&#23450;&#33410;&#24459;&#27874;&#34928;&#20943;&#30340;&#29616;</div><div class="t m0 x1 h2 y3e ff5 fs0 fc0 sc0 ls0 ws0">&#35937;</div><div class="t m0 x61 h2 y3f ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x62 h2 y40 ff5 fs0 fc0 sc0 ls7 ws0">&#31216;<span class="_ _1c"></span>&#20026;&#20107;<span class="_ _9"></span>&#20214;&#30456;&#20851;&#21435;&#21516;&#27493;&#30005;&#20301;</div><div class="t m0 x63 h2 y3f ff2 fs0 fc0 sc0 ls0 ws0">E&#65330;D<span class="_ _18"> </span><span class="ff6">&#65288;<span class="_ _15"> </span></span>Event<span class="_ _6"></span>-<span class="_ _14"></span>&#65330;elated</div><div class="t m0 x1 h2 y41 ff2 fs0 fc0 sc0 ls0 ws0">Desynchroniz<span class="_ _9"></span>ation<span class="ff6">&#65289;<span class="_ _13"> </span>&#65307;</span></div><div class="t m0 x64 h2 y42 ff5 fs0 fc0 sc0 ls0 ws0">&#32780;&#22312;<span class="_ _6"></span>&#21160;<span class="_ _6"></span>&#20316;<span class="_ _6"></span>&#25191;<span class="_ _6"></span>&#34892;<span class="_ _7"></span>&#32467;&#26463;<span class="_ _7"></span>&#21518;</div><div class="t m0 xa h2 y43 ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x65 h2 y42 ff5 fs0 fc0 sc0 ls0 ws0">&#21017;<span class="_ _6"></span>&#20250;<span class="_ _7"></span>&#20986;<span class="_ _6"></span>&#29616;</div><div class="t m0 x1 h2 y44 ff5 fs0 fc0 sc0 ls8 ws0">&#29305;<span class="_ _1d"></span>&#23450;<span class="_ _1d"></span>&#33410;<span class="_ _9"></span>&#24459;&#27874;&#22686;&#24378;&#30340;&#29616;&#35937;</div><div class="t m0 x66 h2 y45 ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x67 h2 y46 ff5 fs0 fc0 sc0 ls7 ws0">&#31216;&#20026;&#20107;&#20214;&#30456;&#20851;&#21516;&#27493;&#30005;&#20301;</div><div class="t m0 x1 h2 y47 ff2 fs0 fc0 sc0 ls0 ws0">E&#65330;S<span class="_ _6"></span><span class="ff6">&#65288;<span class="_ _a"> </span></span>Event<span class="_ _6"></span>-<span class="_ _14"></span>&#65330;elated<span class="_ _12"> </span>Synchronization<span class="_ _6"></span><span class="ff6">&#65289;</span></div><div class="t m0 x68 h11 y48 ff6 fs8 fc0 sc0 ls0 ws0">&#65339;<span class="_ _1e"></span><span class="ff2">1<span class="_ _1e"></span><span class="ff6">&#65341;</span></span></div><div class="t m0 x69 h12 y47 ffb fs0 fc0 sc0 ls0 ws0">&#12290;</div><div class="t m0 x56 h2 y49 ff5 fs0 fc0 sc0 ls0 ws0">&#22522;<span class="_ _7"></span>&#20110;</div><div class="t m0 x6a h3 y47 ff2 fs0 fc0 sc0 ls0 ws0">E&#65330;D<span class="_ _c"> </span>/</div><div class="t m0 x1 h3 y4a ff2 fs0 fc0 sc0 ls0 ws0">E&#65330;S</div><div class="t m0 x5f h2 y4b ff5 fs0 fc0 sc0 ls9 ws0">&#27169;<span class="_ _1d"></span>&#24335;<span class="_ _1c"></span>&#36827;&#34892;&#24847;<span class="_ _9"></span>&#22270;&#35782;&#21035;&#26159;&#33041;&#26426;&#25509;&#21475;&#30340;&#19968;&#31181;&#37325;&#35201;&#26041;</div><div class="t m0 x1 h2 y4c ff5 fs0 fc0 sc0 ls0 ws0">&#24335;</div><div class="t m0 x61 h2 y4d ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x62 h2 y4c ff5 fs0 fc0 sc0 ls0 ws0">&#30456;&#23545;<span class="_ _6"></span>&#20110;</div><div class="t m0 x6b h12 y4d ff2 fs0 fc0 sc0 ls0 ws0">P300<span class="_ _7"></span><span class="ffb">&#12289;<span class="_ _b"></span><span class="ff2">VEP</span></span></div><div class="t m0 x6c h2 y4c ff5 fs0 fc0 sc0 ls6 ws0">&#31561;&#35825;&#21457;&#30005;&#20301;&#26041;&#24335;</div><div class="t m0 x6d h2 y4d ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x1b h2 y4c ff5 fs0 fc0 sc0 ls0 ws0">&#36816;&#21160;<span class="_ _6"></span>&#24819;<span class="_ _6"></span>&#35937;<span class="_ _6"></span>&#20855;</div><div class="t m0 x1 h2 y4e ff5 fs0 fc0 sc0 ls6 ws0">&#26377;&#26080;&#38656;&#22806;&#30028;&#21050;&#28608;</div><div class="t m0 x15 h12 y4f ffb fs0 fc0 sc0 ls0 ws0">&#12289;</div><div class="t m0 x6e h2 y50 ff5 fs0 fc0 sc0 ls6 ws0">&#21487;&#23454;&#29616;&#24322;&#27493;&#36890;&#35759;&#31561;&#20248;&#28857;</div><div class="t m0 x1c h2 y4f ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x6f h2 y50 ff5 fs0 fc0 sc0 ls0 ws0">&#22312;&#33041;<span class="_ _6"></span>&#26426;&#25509;</div><div class="t m0 x1 h2 y51 ff5 fs0 fc0 sc0 ls0 ws0">&#21475;&#30740;<span class="_ _6"></span>&#31350;<span class="_ _6"></span>&#24403;<span class="_ _7"></span>&#20013;<span class="_ _7"></span>&#34987;<span class="_ _6"></span>&#24191;<span class="_ _7"></span>&#27867;<span class="_ _7"></span>&#20851;<span class="_ _7"></span>&#27880;</div><div class="t m0 x70 h11 y52 ff6 fs8 fc0 sc0 ls0 ws0">&#65339;<span class="_ _1e"></span><span class="ff2">2<span class="_ _1e"></span><span class="ff6">&#65341;</span></span></div><div class="t m0 x1f h12 y53 ffb fs0 fc0 sc0 ls0 ws0">&#12290;</div><div class="t m0 x46 h2 y54 ff5 fs0 fc0 sc0 ls9 ws0">&#36825;&#31181;&#33258;&#21457;&#30340;&#33041;&#30005;&#20449;&#21495;</div><div class="t m0 x1 h2 y55 ff2 fs0 fc0 sc0 ls0 ws0">EEG<span class="_ _6"></span><span class="ff6">&#65288;<span class="_ _a"> </span></span>Electroencephalogram<span class="ff6">&#65292;<span class="_ _b"></span>&#65289;</span></div><div class="t m0 x71 h2 y56 ff5 fs0 fc0 sc0 ls0 ws0">&#26356;<span class="_ _6"></span>&#20026;<span class="_ _7"></span>&#24494;<span class="_ _6"></span>&#24369;</div><div class="t m0 x72 h2 y55 ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x73 h2 y56 ff5 fs0 fc0 sc0 ls0 ws0">&#24182;<span class="_ _6"></span>&#20855;<span class="_ _7"></span>&#26377;<span class="_ _6"></span>&#26174;<span class="_ _7"></span>&#33879;</div><div class="t m0 x74 h2 y3b ff5 fs0 fc0 sc0 ls6 ws0">&#30340;&#38750;&#24179;&#31283;&#24615;&#21644;&#38750;&#32447;&#24615;</div><div class="t m0 x75 h2 y3c ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x76 h2 y3b ff5 fs0 fc0 sc0 ls0 ws0">&#36825;&#32473;</div><div class="t m0 x5b h3 y3c ff2 fs0 fc0 sc0 ls0 ws0">EEG</div><div class="t m0 x77 h2 y3b ff5 fs0 fc0 sc0 lsa ws0">&#30340;&#29305;&#24449;&#25552;&#21462;&#21644;&#36816;&#21160;</div><div class="t m0 x74 h2 y3d ff5 fs0 fc0 sc0 ls6 ws0">&#24819;&#35937;&#20998;&#31867;&#24102;&#26469;&#24456;&#22823;&#30340;&#25361;&#25112;</div><div class="t m0 x78 h12 y57 ffb fs0 fc0 sc0 ls0 ws0">&#12290;</div><div class="t m0 x79 h2 y58 ff5 fs0 fc0 sc0 ls6 ws0">&#22312;&#39532;&#23572;&#31185;&#22827;&#27169;&#22411;&#22522;&#30784;&#19978;&#21457;&#23637;&#36215;&#26469;&#30340;&#38544;&#39532;&#23572;&#31185;&#22827;</div><div class="t m0 x74 h2 y59 ff5 fs0 fc0 sc0 ls0 ws0">&#27169;&#22411;</div><div class="t m0 x79 h2 y5a ff6 fs0 fc0 sc0 ls0 ws0">&#65288;<span class="_ _a"> </span><span class="ff2">HMM<span class="_ _6"></span></span>&#65289;</div><div class="t m0 x7a h2 y5b ff5 fs0 fc0 sc0 ls5 ws0">&#26159;&#19968;&#31181;&#29992;&#20110;&#25551;&#36848;&#38543;&#26426;&#36807;&#31243;&#32479;&#35745;&#29305;&#24615;&#30340;</div><div class="t m0 x74 h2 y5c ff5 fs0 fc0 sc0 ls0 ws0">&#36890;&#29992;<span class="_ _6"></span>&#27169;&#22411;</div><div class="t m0 x7b h11 y5d ff6 fs8 fc0 sc0 ls0 ws0">&#65339;<span class="_ _1e"></span><span class="ff2">3<span class="_ _1e"></span><span class="ff6">&#65341;</span></span></div><div class="t m0 x7c h2 y5e ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x7d h2 y5f ff5 fs0 fc0 sc0 ls9 ws0">&#24050;&#25104;&#21151;<span class="_ _9"></span>&#24212;&#29992;&#20110;&#35821;&#38899;&#35782;&#21035;&#39046;&#22495;</div><div class="t m0 x7e h2 y5e ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x7f h2 y5f ff5 fs0 fc0 sc0 ls0 ws0">&#22240;<span class="_ _7"></span>&#32780;<span class="_ _7"></span>&#20063;</div><div class="t m0 x74 h2 y60 ff5 fs0 fc0 sc0 ls0 ws0">&#34987;&#23581;<span class="_ _6"></span>&#35797;&#29992;<span class="_ _6"></span>&#20110;&#36816;<span class="_ _7"></span>&#21160;<span class="_ _6"></span>&#24819;<span class="_ _6"></span>&#35937;</div><div class="t m0 x80 h3 y61 ff2 fs0 fc0 sc0 ls0 ws0">EEG</div><div class="t m0 x81 h2 y62 ff5 fs0 fc0 sc0 lsb ws0">&#36825;&#31867;&#22810;&#20803;&#26102;&#24207;&#20449;&#21495;&#30340;&#20998;</div><div class="t m0 x74 h2 y63 ff5 fs0 fc0 sc0 ls0 ws0">&#31867;</div><div class="t m0 x40 h12 y64 ffb fs0 fc0 sc0 ls0 ws0">&#12290;<span class="ff2">Souza</span></div><div class="t m0 x82 h2 y65 ff5 fs0 fc0 sc0 ls0 ws0">&#31561;</div><div class="t m0 x7a h11 y66 ff6 fs8 fc0 sc0 ls0 ws0">&#65339;<span class="_ _1e"></span><span class="ff2">4<span class="_ _1e"></span><span class="ff6">&#65341;</span></span></div><div class="t m0 x83 h2 y65 ff5 fs0 fc0 sc0 ls6 ws0">&#37319;&#29992;&#24133;&#20540;&#24179;&#26041;&#30456;&#24178;&#20989;&#25968;&#25552;&#21462;</div><div class="t m0 x7f h3 y64 ff2 fs0 fc0 sc0 ls0 ws0">EEG</div><div class="t m0 x84 h2 y65 ff5 fs0 fc0 sc0 ls0 ws0">&#29305;</div><div class="t m0 x74 h2 y67 ff5 fs0 fc0 sc0 ls0 ws0">&#24449;</div><div class="t m0 x40 h2 y68 ff6 fs0 fc0 sc0 ls0 ws0">&#65292;</div><div class="t m0 x85 h2 y69 ff5 fs0 fc0 sc0 ls0 ws0">&#28982;&#21518;<span class="_ _6"></span>&#20998;&#21035;<span class="_ _7"></span>&#21033;<span class="_ _6"></span>&#29992;</div><div class="t m0 x86 h3 y68 ff2 fs0 fc0 sc0 ls0 ws0">HMM</div><div class="t m0 x87 h2 y69 ff5 fs0 fc0 sc0 ls0 ws0">&#21644;<span class="_ _7"></span>&#22810;<span class="_ _6"></span>&#23618;<span class="_ _7"></span>&#24863;<span class="_ _6"></span>&#30693;<span class="_ _7"></span>&#22120;</div><div class="t m0 x88 h2 y68 ff6 fs0 fc0 sc0 ls0 ws0">&#65288;<span class="_ _13"> </span><span class="ff2">MLP<span class="_ _18"> </span></span>&#65289;</div><div class="t m0 x89 h2 y69 ff5 fs0 fc0 sc0 ls0 ws0">&#23545;<span class="_ _7"></span>&#25163;</div><div class="t m0 x74 h2 y6a ff5 fs0 fc0 sc0 ls6 ws0">&#25351;&#21160;&#20316;&#30340;&#23454;&#38469;&#36816;&#21160;&#21644;&#36816;&#21160;&#24819;&#35937;&#36827;&#34892;&#35782;&#21035;</div><div class="t m0 x8a h2 y6b ff6 fs0 fc0 sc0 ls0 ws0">&#65292;<span class="_ _b"></span><span class="ff2">HMM</span></div><div class="t m0 x89 h2 y6a ff5 fs0 fc0 sc0 ls0 ws0">&#26041;&#27861;</div><div class="t m0 x74 h2 y6c ff5 fs0 fc0 sc0 ls0 ws0">&#30340;&#35782;<span class="_ _6"></span>&#21035;&#20934;<span class="_ _7"></span>&#30830;<span class="_ _6"></span>&#29575;<span class="_ _7"></span>&#20248;<span class="_ _7"></span>&#20110;</div><div class="t m0 x8b h3 y6d ff2 fs0 fc0 sc0 ls0 ws0">MLP</div><div class="t m0 x8c h2 y6c ff5 fs0 fc0 sc0 ls0 ws0">&#26041;<span class="_ _7"></span>&#27861;</div><div class="t m0 x41 h12 y6d ffb fs0 fc0 sc0 ls0 ws0">&#12290;<span class="_ _6"></span><span class="ff2">Argunsah</span></div><div class="t m0 x8d h2 y6c ff5 fs0 fc0 sc0 ls0 ws0">&#31561;</div><div class="t m0 x8e h11 y6e ff6 fs8 fc0 sc0 ls0 ws0">&#65339;<span class="_ _1e"></span><span class="ff2">5<span class="_ _1e"></span><span class="ff6">&#65341;</span></span></div><div class="t m0 x89 h2 y6c ff5 fs0 fc0 sc0 ls0 ws0">&#21033;<span class="_ _7"></span>&#29992;</div><div class="t m0 x74 h3 y55 ff2 fs0 fc0 sc0 ls0 ws0">HMM</div><div class="t m0 x58 h2 y56 ff5 fs0 fc0 sc0 ls0 ws0">&#32467;&#21512;<span class="_ _6"></span>&#33258;<span class="_ _7"></span>&#22238;<span class="_ _7"></span>&#24402;<span class="_ _7"></span>&#27169;<span class="_ _6"></span>&#22411;</div><div class="t m0 x8f h2 y55 ff6 fs0 fc0 sc0 ls0 ws0">&#65288;<span class="_ _13"> </span><span class="ff2">A&#65330;<span class="_ _7"></span></span>&#65289;</div><div class="t m0 x90 h2 y56 ff5 fs0 fc0 sc0 ls0 ws0">&#21644;<span class="_ _7"></span>&#20027;<span class="_ _7"></span>&#25104;<span class="_ _7"></span>&#20998;<span class="_ _7"></span>&#20998;<span class="_ _7"></span>&#26512;</div><div class="t m0 x7f h2 y55 ff6 fs0 fc0 sc0 ls0 ws0">&#65288;<span class="_ _12"> </span><span class="ff2">P<span class="_ _6"></span>CA<span class="_ _7"></span></span>&#65289;</div></div><div class="pi" data-data='{"ctm":[1.611850,0.000000,0.000000,1.611850,0.000000,0.000000]}'></div></div> </body> </html>
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