{"id":59460,"date":"2025-05-06T21:35:24","date_gmt":"2025-05-06T13:35:24","guid":{"rendered":"https:\/\/swarma.org\/?p=59460"},"modified":"2025-05-06T21:35:24","modified_gmt":"2025-05-06T13:35:24","slug":"%e8%87%aa%e5%8a%a8%e5%be%ae%e5%88%86%e8%87%aa%e7%bb%84%e7%bb%87%e7%94%9f%e9%95%bf-%e6%89%93%e9%80%a0%e6%96%b0%e4%b8%80%e4%bb%a3%e7%9a%84%e8%87%aa%e7%bb%84%e7%bb%87%e7%94%9f%e9%95%bf%e6%a8%a1","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=59460","title":{"rendered":"\u81ea\u52a8\u5fae\u5206\u2022\u81ea\u7ec4\u7ec7\u751f\u957f: \u6253\u9020\u65b0\u4e00\u4ee3\u7684\u81ea\u7ec4\u7ec7\u751f\u957f\u6a21\u578b"},"content":{"rendered":"<div class='wxsyncmain'>\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\">\n<section>\n<section style=\"text-align: right\">\n<section data-mpa-powered-by=\"yiban.io\" style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px\" data-pm-slice=\"0 0 []\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px;vertical-align: top\">\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"text-align: center\"><img class=\"rich_pages wxw-img\" data-backh=\"578\" data-backw=\"578\" data-galleryid=\"621837067572453376\" data-gallerysupplier=\"100\" data-imgfileid=\"100228846\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"png\" data-w=\"1024\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-b9f1e975ec46667378e250b747841cab.png\"><\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px 3px 0px 0px;max-width: 100%;float: left;line-height: 1\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: left\">\n<section style=\"margin: 0px;padding: 0px 0px 0px 10px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><span><br \/><\/span><\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: justify;font-size: 16px;line-height: 1.5\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span>\u5bfc\u8bed<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 4px;max-width: 100%;clear: right;min-height: 4.5em !important\">\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u751f\u957f\u578b\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\uff08Growing-NCA\uff09\u901a\u8fc7\u53ef\u5fae\u7684\u795e\u7ecf\u7f51\u7edc\u5b9a\u4e49\u7ec6\u80de\u81ea\u52a8\u673a\u89c4\u5219\uff0c\u4f7f\u7cfb\u7edf\u80fd\u591f\u901a\u8fc7\u8bad\u7ec3\u4ece\u521d\u59cb\u79cd\u5b50\u81ea\u52a8\u751f\u957f\u3001\u4fee\u590d\u5e76\u7a33\u5b9a\u6210\u76ee\u6807\u56fe\u6848\u3002\u7ed3\u5408\u795e\u7ecf\u7f51\u7edc\u7684\u5b66\u4e60\u80fd\u529b\u4e0e\u7ec6\u80de\u81ea\u52a8\u673a\u7684\u5c40\u90e8\u89c4\u5219\uff0cGrowing-NCA\u5728\u56fe\u50cf\u751f\u957f\u4e0e\u518d\u751f\u4efb\u52a1\u4e2d\u5c55\u793a\u4e86\u81ea\u7ec4\u7ec7\u4e0e\u4fee\u590d\u80fd\u529b\uff0c\u63d0\u4f9b\u4e86\u6a21\u62df\u81ea\u7136\u754c\u5f62\u6001\u53d1\u751f\u548c\u81ea\u4fee\u590d\u7cfb\u7edf\u7684\u521b\u65b0\u65b9\u6cd5\u3002\u8fd9\u4e3a\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u5f00\u8f9f\u4e86\u65b0\u7684\u8def\u5f84\u3002<\/span><\/span><\/strong><\/p>\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span><br \/><\/span><\/span><\/strong><\/p>\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u5173\u952e\u8bcd\uff1a\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\u3001\u53ef\u5fae\u5206\u903b\u8f91\u7f51\u7edc\u3001\u5c40\u90e8\u89c4\u5219\u8bbe\u8ba1\u3001\u5f62\u6001\u53d1\u751f\u3001\u81ea\u7ec4\u7ec7\u3001\u518d\u751f<\/span><span><br \/><\/span><\/span><\/strong><\/p>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\" style=\"margin: 0px 0px 24px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 17px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: right\">\n<section style=\"margin: 10px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px;text-align: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;line-height: 0\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.07314814814814814\" data-type=\"png\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;height: auto !important;width: 677px !important\" data-fileid=\"100098753\" data-imgfileid=\"100227057\" src=\"\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">\u8d75\u601d\u6021<span style=\"font-weight: bold\">\u4e28\u4f5c\u8005<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-left: 8px; margin-right: 8px; margin-bottom: 0px; line-height: 1.75em; text-align: right;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-left: 8px; margin-right: 8px; margin-bottom: 0px; line-height: 1.75em; text-align: right;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7edd\u5927\u591a\u6570\u591a\u7ec6\u80de\u751f\u7269\u7684\u751f\u547d\u59cb\u4e8e\u5355\u4e2a\u53d7\u7cbe\u5375\u2014\u2014\u4e00\u4e2a\u5355\u4e00\u7684\u7ec6\u80de\uff0c\u5176\u540e\u4ee3\u80fd\u591f\u53ef\u9760\u5730\u81ea\u6211\u7ec4\u88c5\uff0c\u5f62\u6210\u9ad8\u5ea6\u590d\u6742\u7684\u89e3\u5256\u7ed3\u6784\uff0c\u5404\u7c7b\u5668\u5b98\u548c\u7ec4\u7ec7\u6bcf\u6b21\u90fd\u4ee5\u76f8\u540c\u7684\u65b9\u5f0f\u7cbe\u786e\u6392\u5217\u3002\u81ea\u4e3b\u6784\u5efa\u8eab\u4f53\u7684\u80fd\u529b\u582a\u79f0\u751f\u547d\u4f53\u6700\u6839\u672c\u7684\u6280\u80fd\u3002<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5f62\u6001\u53d1\u751f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff08morphogenesis\uff09<\/span><span>\u4f5c\u4e3a\u751f\u7269\u4f53\u6210\u5f62\u8fc7\u7a0b\uff0c\u662f<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u81ea\u7ec4\u7ec7<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u8fd9\u4e00\u73b0\u8c61\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u4f8b\u5b50\u4e4b\u4e00\u3002\u4f5c\u4e3a\u6784\u6210\u751f\u7269\u4f53\u7684\u5fae\u5c0f\u57fa\u672c\u5355\u4f4d\uff0c\u5143\u80de\u901a\u8fc7\u4e0e\u90bb\u8fd1\u7ec6\u80de\u7684\u4ea4\u6d41\uff0c\u51b3\u5b9a\u5668\u5b98\u7684\u5f62\u72b6\u548c\u8eab\u4f53\u7ed3\u6784\u7684\u5e03\u5c40\uff0c\u5305\u62ec\u6bcf\u4e2a\u5668\u5b98\u7684\u751f\u957f\u4f4d\u7f6e\u3001\u5982\u4f55\u76f8\u4e92\u8fde\u63a5\u4ee5\u53ca\u4f55\u65f6\u505c\u6b62\u751f\u957f\u3002\u5f53\u524d\u7814\u7a76\u91cd\u70b9\u5728\u4e8e\uff1a\u7b80\u5355\u89c4\u5219\u5982\u4f55\u4ea7\u751f\u590d\u6742\u5f62\u6001\uff1f\u7a33\u6001\u8c03\u8282\u673a\u5236\u5982\u4f55\u7ef4\u6301\u673a\u4f53\u7a33\u5b9a\uff1f\u5f53\u906d\u9047\u5916\u754c\u5e72\u6270\u65f6\uff0c\u53c8\u5982\u4f55\u4fdd\u6301\u6b63\u786e\u5f62\u6001\uff1f\u53ef\u4ee5\u786e\u5b9a\u7684\u662f\uff0c\u8fdb\u5316\u5df2\u638c\u63e1\u8fd0\u7528\u7269\u7406\u5b9a\u5f8b\u4e0e\u8ba1\u7b97\u6cd5\u5219\uff0c\u5728\u57fa\u56e0\u7ec4\u7f16\u7801\u7684\u5143\u80de\u786c\u4ef6\u4e0a\u8fd0\u884c\u7740\u9ad8\u5ea6\u7a33\u5065\u7684<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5f62\u6001\u53d1\u751f\u7a0b\u5e8f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff08morphogenetic program\uff09<\/span><span>\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd9\u4e2a\u6210\u5f62\u8fc7\u7a0b\u5c55\u73b0\u51fa\u6781\u5f3a\u7684\u6297\u5e72\u6270\u80fd\u529b\uff0c\u5373\u4fbf\u5728\u751f\u7269\u4f53\u5b8c\u5168\u53d1\u80b2\u540e\uff0c\u4e00\u4e9b\u7269\u79cd\u4ecd\u80fd\u4fee\u590d\u635f\u4f24\u2014\u2014\u8fd9\u79cd\u80fd\u529b\u88ab\u79f0\u4e3a<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u518d\u751f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff08regeneration\uff09<\/span><span>\u3002\u4ee5\u877e\u8788\u4e3a\u4f8b\uff0c\u5b83\u80fd\u5b8c\u6574\u518d\u751f\u91cd\u8981\u5668\u5b98\u3001\u56db\u80a2\u3001\u773c\u775b\u751a\u81f3\u5927\u8111\u7684\u90e8\u5206\u7ed3\u6784\u3002<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5f62\u6001\u53d1\u751f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u5177\u6709\u60ca\u4eba\u7684\u9002\u5e94\u6027\uff0c\u6709\u65f6\u5373\u4fbf\u53d1\u80b2\u8fc7\u7a0b\u6781\u4e3a\u5f02\u5e38\uff0c\u4ecd\u80fd\u5f62\u6210\u5b58\u6d3b\u4e2a\u4f53\uff0c\u4f8b\u5982\u5f53\u54fa\u4e73\u52a8\u7269\u65e9\u671f\u80da\u80ce\u88ab\u5207\u6210\u4e24\u534a\u65f6\uff0c\u6bcf\u4e00\u534a\u4e5f\u80fd\u53d1\u80b2\u6210\u4e00\u4e2a\u5b8c\u6574\u4e2a\u4f53\u2014\u2014\u8fd9\u6b63\u662f\u540c\u5375\u53cc\u80de\u80ce\u7684\u5f62\u6210\u673a\u5236\uff01<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8be5\u9886\u57df\u6700\u5927\u7684\u8c1c\u9898\u5728\u4e8e\uff1a\u7ec6\u80de\u7fa4\u4f53\u5982\u4f55\u77e5\u6653\u8be5\u6784\u5efa\u4ec0\u4e48\uff1f\u53c8\u8be5\u4f55\u65f6\u505c\u6b62\u6784\u5efa\uff1f\u57fa\u56e0\u7ec4\u5b66\u548c\u5e72\u7ec6\u80de\u751f\u7269\u5b66\u4ec5\u80fd\u89e3\u91ca\u90e8\u5206\u673a\u5236\uff0c\u4f8b\u5982\uff0c\u7279\u5b9a\u6210\u5206\u5728\u7ec6\u80de\u5185\u7684\u5206\u5e03\uff0c\u4ee5\u53ca\u4e0d\u540c\u7c7b\u578b\u7ec6\u80de\u7684\u5f62\u6210\u8fc7\u7a0b\u3002\u5c3d\u7ba1\u6211\u4eec\u5df2\u7ecf\u8bc6\u522b\u51fa\u8bb8\u591a\u4e0e\u518d\u751f\u76f8\u5173\u7684\u57fa\u56e0\uff0c\u4f46\u7ec6\u80de\u5982\u4f55\u901a\u8fc7\u7cbe\u51c6\u7b97\u6cd5\u6784\u5efa\u5668\u5b98\uff0c\u6700\u7ec8\u8fbe\u5230\u7279\u5b9a\u89e3\u5256\u7ed3\u6784\u4ecd\u662f\u672a\u89e3\u4e4b\u8c1c\u3002\u56e0\u6b64\u672a\u6765\u751f\u7269\u533b\u5b66\u7684\u4e00\u4e2a\u6838\u5fc3\u4efb\u52a1\u5728\u4e8e\u63ed\u793a\uff1a\u7ec6\u80de\u7fa4\u4f53\u5982\u4f55\u786e\u5b9a\u5b8f\u89c2\u89e3\u5256\u7ed3\u6784\uff0c\u4ee5\u53ca\u5982\u4f55\u6539\u5199\u8fd9\u4e9b\u4fe1\u606f\uff0c\u4ee5\u5b9e\u73b0\u5bf9\u751f\u957f\u5f62\u6001\u7684\u7cbe\u51c6\u8c03\u63a7\u3002\u76ee\u524d\u5df2\u77e5\uff0c\u751f\u547d\u7cfb\u7edf\u5305\u542b\u4f17\u591a\u529f\u80fd\u6a21\u5757\uff0c\u5982\u201c\u5728\u6b64\u5904\u751f\u6210\u4e00\u53ea\u773c\u775b\u201d\u8fd9\u6837\u7684\u6307\u4ee4\uff0c\u4ec5\u9700\u7b80\u5355\u4fe1\u53f7\u89e6\u53d1\u3002\u63a2\u7d22\u8fd9\u4e9b\u53d1\u80b2\u5b50\u7a0b\u5e8f<\/span><span>\uff08developmental subroutines\uff09<\/span><span>\u5e76\u7ed8\u5236\u5176\u903b\u8f91\u56fe\u8c31\u5df2\u6210\u4e3a\u53d1\u80b2\u751f\u7269\u5b66\u4e0e\u8ba1\u7b97\u673a\u79d1\u5b66\u4ea4\u53c9\u7684\u65b0\u9886\u57df\u3002\u800c\u6b64\u7814\u7a76\u65b9\u5411\u4e0b\u4e00\u6b65\u7684\u91cd\u8981\u76ee\u6807\u5728\u4e8e\u5efa\u7acb\u8ba1\u7b97\u6a21\u578b\uff0c\u66f4\u6df1\u5165\u5730\u7406\u89e3\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u5982\u6b64\u65e2\u4e30\u5bcc\u751f\u7269\u5b66\u7406\u8bba\u5de5\u5177\uff0c\u53c8\u80fd\u5c06\u53d1\u73b0\u8f6c\u5316\u4e3a\u66f4\u5148\u8fdb\u7684\u673a\u5668\u4eba\u6280\u672f\u4e0e\u8ba1\u7b97\u6280\u672f\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8bd5\u60f3\uff1a\u82e5\u80fd\u8bbe\u8ba1\u51fa\u4e0e\u751f\u7269\u4f53\u540c\u7b49\u53ef\u5851\u6027\u4e14\u5177\u5907\u5f3a\u5065\u6027\u7684\u7cfb\u7edf\u2014\u2014\u5373\u5177\u5907\u81ea\u4e3b\u751f\u957f\u4e0e\u81ea\u6211\u4fee\u590d\u80fd\u529b\u7684\u7ed3\u6784\u53ca\u673a\u5668\uff0c\u8fd9\u9879\u6280\u672f\u5c06\u5f7b\u5e95\u9769\u65b0\u518d\u751f\u533b\u5b66\u7684\u7814\u7a76\u8303\u5f0f\u3002\u5f53\u524d\u79d1\u7814\u4eba\u5458\u4e0e\u4e34\u5e8a\u56e2\u961f\u6b63\u81f4\u529b\u4e8e\u89e3\u6790\u5173\u952e\u8bf1\u5bfc\u56e0\u5b50\uff0c\u4ee5\u671f\u5b9e\u73b0\u4f53\u5185\u7ec6\u80de\u6309\u9700\u6784\u5efa\u76ee\u6807\u7ed3\u6784\u7684\u7cbe\u51c6\u8c03\u63a7\u3002\u4e3a\u7834\u8bd1<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5f62\u6001\u53d1\u751f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u7684\u6838\u5fc3\u903b\u8f91\uff0c\u540c\u65f6\u5c06\u751f\u7269\u667a\u80fd\u8f6c\u5316\u4e3a\u5de5\u7a0b\u5e94\u7528\uff0c\u6211\u4eec\u5c1d\u8bd5\u5728\u8ba1\u7b97\u673a\u4eff\u771f\u5b9e\u9a8c\u4e2d\u590d\u73b0\u8fd9\u4e9b\u751f\u7269\u542f\u53d1\u7684\u5173\u952e\u5c5e\u6027\u3002<\/span><\/span><\/p>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span><br \/><\/span><\/h1>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u6a21\u578b<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5de5\u7a0b\u9886\u57df\u7814\u7a76\u8005\u5e38\u5229\u7528\u591a\u79cd\u5c40\u90e8\u76f8\u4e92\u4f5c\u7528\u6a21\u578b\uff0c\u5305\u62ec<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u504f\u5fae\u5206\u65b9\u7a0b\u7ec4\uff08PDEs\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3001\u7c92\u5b50\u7cfb\u7edf\uff0c\u4ee5\u53ca\u5404\u7c7b<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5143\u80de\u81ea\u52a8\u673a\uff08CA\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002\u672c\u6587\u5c06\u4ee5<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5143\u80de\u81ea\u52a8\u673a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff08\u4ee5\u4e0b\u7b80\u79f0CA<\/span><span>\uff09\u6a21\u578b\u4e3a\u8def\u7ebf\u56fe\uff0c\u63a2\u7d22\u7ec6\u80de\u7ea7\u89c4\u5219\u5982\u4f55\u4fc3\u6210\u7fa4\u4f53\u4ea7\u751f\u590d\u6742\u518d\u751f\u884c\u4e3a\u3002<\/span><\/span><strong style=\"font-size: 15px\"><span><span>CA<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u7531\u7f51\u683c\u5316\u7ec6\u80de\u6784\u6210\uff0c\u901a\u8fc7\u8fed\u4ee3\u9010\u6b65\u66f4\u65b0\u72b6\u6001\uff0c\u6bcf\u4e00\u6b65\u9aa4\u4e2d\u5747\u5e94\u7528\u76f8\u540c\u89c4\u5219\u3002\u5355\u4e2a\u5143\u80de\u7684\u65b0\u72b6\u6001\u4ec5\u4f9d\u8d56\u4e8e\u5176\u90bb\u57df\u5185\u5c11\u6570\u7ec6\u80de\u7684\u72b6\u6001\u3002\u5c3d\u7ba1\u89c4\u5219\u770b\u4f3c\u7b80\u5355\uff0c\u5143\u80de\u81ea\u52a8\u673a\u5374\u5e38\u5448\u73b0\u4e30\u5bcc\u884c\u4e3a\u6a21\u5f0f\uff0c\u5e76\u5728\u751f\u7269\u73b0\u8c61\u5efa\u6a21\u65b9\u9762\u62e5\u6709\u60a0\u4e45\u7684\u5e94\u7528\u5386\u53f2\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8ba9\u6211\u4eec\u5c1d\u8bd5\u6784\u5efa\u4e00\u79cd<\/span><\/span><strong style=\"font-size: 15px\"><span><span>CA<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u66f4\u65b0\u89c4\u5219\uff1a\u4ece\u5355\u4e2a\u7ec6\u80de\u51fa\u53d1\uff0c\u5728\u4e8c\u7ef4\u7f51\u683c\u4e0a\u751f\u6210\u9884\u8bbe\u7684\u591a\u7ec6\u80de\u56fe\u6848\uff0c\u8fd9\u662f\u4e00\u4e2a\u7c7b\u6bd4\u751f\u7269\u4f53\u53d1\u80b2\u8fc7\u7a0b\u7684\u7b80\u5316\u6a21\u578b\u3002\u6784\u5efa<\/span><\/span><strong style=\"font-size: 15px\"><span><span>CA<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u6a21\u578b\u65f6\u9700\u660e\u786e\u4e24\u4e2a\u8981\u7d20\uff1a\u7ec6\u80de\u53ef\u80fd\u7684\u72b6\u6001\u53ca\u5176\u66f4\u65b0\u51fd\u6570\u3002\u4f20\u7edf\u6a21\u578b\u91c7\u7528\u79bb\u6563\u503c\u8868\u793a\u72b6\u6001\uff0c\u4f46\u4e5f\u5b58\u5728\u4f7f\u7528\u8fde\u7eed\u5411\u91cf\u7684\u53d8\u4f53\u3002\u8fde\u7eed\u503c\u7684\u4f18\u52bf\u5728\u4e8e\uff1a\u5176\u66f4\u65b0\u89c4\u5219\u53ef\u5bf9\u90bb\u57df\u72b6\u6001\u8fdb\u884c\u5fae\u5206\u8fd0\u7b97\u3002\u8fd9\u79cd\u57fa\u4e8e\u5c40\u90e8\u73af\u5883\u8c03\u63a7\u5355\u4e2a\u7ec6\u80de\u884c\u4e3a\u7684\u89c4\u5219\uff0c\u7c7b\u4f3c\u4e8e\u751f\u7269\u4f53\u57fa\u56e0\u7ec4\u6240\u7f16\u7801\u7684\u5e95\u5c42\u786c\u4ef6\u89c4\u8303\uff0c\u4ece\u521d\u59cb\u914d\u7f6e\u8fd0\u884c\u6a21\u578b\u4e00\u5b9a\u6b65\u6570\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u89c2\u5bdf\u5230\u8fd9\u79cd\u201c\u786c\u4ef6\u201d\u6240\u9a71\u52a8\u7684\u6a21\u5f0f\u5f62\u6210\u884c\u4e3a\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u90a3\u4e48\uff0c\u53ef\u5fae\u5206\u66f4\u65b0\u89c4\u5219\u6709\u4f55\u7279\u6b8a\u4e4b\u5904\uff1f\u5b83\u4eec\u5141\u8bb8\u6211\u4eec\u8fd0\u7528\u635f\u5931\u51fd\u6570\u7cbe\u51c6\u8868\u8fbe\u9700\u6c42\uff0c\u5e76\u901a\u8fc7\u68af\u5ea6\u4f18\u5316\u6765\u5b9e\u73b0\u76ee\u6807\u3002\u5c06\u53ef\u5fae\u5206\u51fd\u6570\u9010\u5c42\u5806\u53e0\uff0c\u4f18\u5316\u53c2\u6570\u6765\u5b8c\u6210\u5404\u7c7b\u4efb\u52a1\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5386\u53f2\u60a0\u4e45\u3002\u8fd1\u5e74\u6765\uff0c\u5b83\u4ee5\u4e0d\u540c\u540d\u79f0\u84ec\u52c3\u53d1\u5c55\uff0c\u5982<\/span><span>\uff08\u6df1\u5ea6\uff09<\/span><span>\u795e\u7ecf\u7f51\u7edc\u3001\u6df1\u5ea6\u5b66\u4e60\u6216\u53ef\u5fae\u5206\u7f16\u7a0b\u3002<\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.3936651583710407\" data-type=\"png\" data-w=\"1105\" data-width=\"1105\" data-height=\"435\" data-imgfileid=\"100228836\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-51ff5ebe3b002c04288998e3d36c9219.png\" \/><\/section>\n<section style=\"text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7hjnff1xu8\" data-pm-slice=\"0 0 []\"><span>\u5355\u6b65\u66f4\u65b0\u6a21\u578b\u793a\u610f\u56fe<\/span><\/span><\/section>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u7ec6\u80de\u72b6\u6001<\/span><\/span><\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6bcf\u4e2a\u7ec6\u80de\u72b6\u6001\u752816\u7ef4\u5b9e\u6570\u5411\u91cf\u8868\u793a<\/span><span>\uff08\u89c1\u4e0a\u56fe\uff09<\/span><span>\uff0c\u5176\u4e2d\u524d\u4e09\u4e2a\u901a\u9053\u5bf9\u5e94\u53ef\u89c1\u989c\u8272<\/span><span>\uff08RGB\uff09<\/span><span>\u3002\u76ee\u6807\u56fe\u6848\u989c\u8272\u901a\u9053\u503c\u5728[0.0,1.0]\u533a\u95f4\uff0c\u524d\u666f\u50cf\u7d20\u03b1\u503c\u4e3a1.0\uff0c\u80cc\u666f\u50cf\u7d20\u03b1\u503c\u4e3a0.0\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u03b1\u901a\u9053<\/span><span>\uff08alpha\uff09<\/span><span>\u5177\u6709\u7279\u6b8a\u542b\u4e49\uff1a\u5b83\u6807\u793a\u51fa\u5c5e\u4e8e\u6b63\u5728\u751f\u957f\u6a21\u5f0f\u7684\u201c\u6d3b\u4f53\u201d\u7ec6\u80de\u3002\u5177\u4f53\u800c\u8a00\uff0c\u03b1\u503c\u5927\u4e8e0.1\uff08\u03b1 &gt; 0.1\uff09\u7684\u7ec6\u80de\u53ca\u5176\u76f8\u90bb\u7ec6\u80de\u88ab\u89c6\u4f5c\u201c\u6d3b\u4f53\u201d\u3002\u5176\u4f59\u7ec6\u80de\u5219\u4e3a\u201c\u6b7b\u4f53\u201d\u6216\u7a7a\u7f6e\uff0c\u5176\u72b6\u6001\u5411\u91cf\u5728\u6bcf\u4e00\u6b65\u90fd\u4f1a\u663e\u5f0f\u5f52\u96f6\u3002\u56e0\u6b64\uff0c\u03b1 &gt; 0.1\u7684\u7ec6\u80de\u53ef\u4ee5\u89c6\u4e3a\u201c\u6210\u719f\u4f53\u201d\u3002\u90bb\u8fd1\u533a\u57df\u4e2d\u03b1 \u2264 0.1\u7684\u7ec6\u80de\u5c5e\u4e8e\u201c\u751f\u957f\u4f53\u201d\u2014\u2014\u82e5\u5176\u03b1\u503c\u7a81\u78340.1\u9608\u503c\uff0c\u5373\u53ef\u8f6c\u5316\u4e3a\u6210\u719f\u4f53\u3002<\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.6254071661237784\" data-type=\"png\" data-w=\"307\" data-width=\"307\" data-height=\"192\" data-imgfileid=\"100228834\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-8e56e1bff1c09f144958f83ab0957666.png\" \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7hkw01org\" data-pm-slice=\"0 0 []\"><span>\u5f53\u4e00\u4e2a\u7ec6\u80de\u7684\u90bb\u57df\u5185\u4e0d\u5b58\u5728 \u03b1 &gt; 0.10 \u7684\u7ec6\u80de\u65f6\uff0c\u5176\u72b6\u6001\u5411\u91cf\u5c06\u88ab\u91cd\u7f6e\u4e3a 0.00\uff08\u5373<\/span><\/span><sub data-pm-slice=\"0 0 []\"><span><img alt=\"image.png\" class=\"rich_pages wxw-img\" data-ratio=\"0.43023255813953487\" data-type=\"png\" data-w=\"172\" style=\"vertical-align:baseline;width:39px;height:20px\" width=\"45\" data-width=\"45px\" data-imgfileid=\"100228885\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-848dcce9865e79950f0f9f767a1a67ee.png\" \/><\/span><\/sub><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7hkw01org\" data-pm-slice=\"0 0 []\"><span>&nbsp;\u2192 0.00\uff09\u3002<\/span><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u9690\u85cf\u901a\u9053\u6ca1\u6709\u9884\u8bbe\u542b\u4e49\uff0c\u5176\u7528\u9014\u7531\u66f4\u65b0\u89c4\u5219\u51b3\u5b9a\uff0c\u53ef\u5c06\u5176\u7406\u89e3\u4e3a\u7ec6\u80de\u7528\u4e8e\u534f\u8c03\u751f\u957f\u7684\u5316\u5b66\u7269\u8d28\u6d53\u5ea6\u3001\u7535\u52bf\u6216\u5176\u4ed6\u4fe1\u53f7\u673a\u5236\u3002\u4ece\u751f\u7269\u5b66\u7c7b\u6bd4\u7684\u89d2\u5ea6\u6765\u770b\u2014\u2014\u6240\u6709\u7ec6\u80de\u5171\u4eab\u540c\u4e00\u57fa\u56e0\u7ec4<\/span><span>\uff08\u5373\u66f4\u65b0\u89c4\u5219\uff09<\/span><span>\uff0c\u800c\u5b83\u4eec\u7684\u5206\u5316\u4ec5\u901a\u8fc7\u63a5\u6536\u3001\u53d1\u51fa\u548c\u5185\u90e8\u5b58\u50a8\u7684\u5316\u5b66\u4fe1\u53f7\u6240\u7f16\u7801\u7684\u4fe1\u606f<\/span><span>\uff08\u5373\u72b6\u6001\u5411\u91cf\uff09<\/span><span>\u5b9e\u73b0\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u5143\u80de\u81ea\u52a8\u673a\u89c4\u5219<\/span><\/span><\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u73b0\u5728\u5b9a\u4e49\u66f4\u65b0\u89c4\u5219\uff0c\u6211\u4eec\u7684<\/span><\/span><strong style=\"font-size: 15px\"><span><span>CA<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u8fd0\u884c\u5728\u4e00\u4e2a\u753116\u7ef4\u5411\u91cf\u6784\u6210\u7684\u89c4\u5219\u4e8c\u7ef4\u7f51\u683c\u4e0a\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u5f62\u72b6\u4e3a[\u9ad8\u5ea6, \u5bbd\u5ea6, 16]\u7684\u4e09\u7ef4\u6570\u7ec4\uff0c\u6211\u4eec\u5e0c\u671b\u5bf9\u6bcf\u4e2a\u7ec6\u80de\u5e94\u7528\u76f8\u540c\u7684\u64cd\u4f5c\uff0c\u4e14\u8be5\u64cd\u4f5c\u7684\u7ed3\u679c\u4ec5\u4f9d\u8d56\u4e8e\u8be5\u7ec6\u80de\u7684\u5c0f\u578b\uff083&#215;3\uff09\u90bb\u57df\u3002\u8fd9\u4e0e\u5377\u79ef\u64cd\u4f5c\u6781\u4e3a\u76f8\u4f3c\uff0c\u800c\u5377\u79ef\u662f\u4fe1\u53f7\u5904\u7406\u4e0e\u53ef\u5fae\u5206\u7f16\u7a0b\u7684\u57fa\u77f3\u4e4b\u4e00\u3002\u5377\u79ef\u672c\u8d28\u4e0a\u662f\u7ebf\u6027\u64cd\u4f5c\uff0c\u4f46\u53ef\u4e0e\u5176\u4ed6\u9010\u7ec6\u80de\u8fd0\u7b97\u7ed3\u5408\uff0c\u751f\u6210\u80fd\u591f\u5b66\u4e60\u6240\u9700\u884c\u4e3a\u7684\u590d\u6742\u66f4\u65b0\u89c4\u5219\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u7684\u7ec6\u80de\u66f4\u65b0\u89c4\u5219\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u9636\u6bb5\uff0c\u9700\u6309\u987a\u5e8f\u6267\u884c\uff1a<\/span><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u611f\u77e5\u9636\u6bb5\uff08Perception\uff09<\/span><\/span><\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd9\u4e00\u9636\u6bb5\u5b9a\u4e49\u4e86\u6bcf\u4e2a\u7ec6\u80de\u5bf9\u5176\u5468\u56f4\u73af\u5883\u7684\u611f\u77e5\u65b9\u5f0f\u3002\u901a\u8fc7\u4f7f\u7528\u56fa\u5b9a\u6838\u76843&#215;3\u5377\u79ef\u5b9e\u73b0\u8fd9\u4e00\u8fc7\u7a0b\u3002\u6709\u4eba\u53ef\u80fd\u4f1a\u8d28\u7591\uff1a\u4e3a\u4f55\u4e0d\u76f4\u63a5\u8ba9\u7ec6\u80de\u5b66\u4e60\u6240\u9700\u7684\u611f\u77e5\u6838\u7cfb\u6570\uff1f\u6211\u4eec\u7684\u9009\u62e9\u57fa\u4e8e\u751f\u7269\u5b66\u542f\u53d1\u2014\u2014\u771f\u5b9e\u751f\u7269\u7ec6\u80de\u901a\u5e38\u4ec5\u4f9d\u8d56\u5316\u5b66\u68af\u5ea6\u6765\u5f15\u5bfc\u53d1\u80b2\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u91c7\u7528\u7ecf\u5178\u7684\u7d22\u8d1d\u5c14\u6ee4\u6ce2\u5668<\/span><span>\uff08Sobel filter\uff09<\/span><span>\uff0c\u5206\u522b\u8ba1\u7b97<\/span><\/span><sub data-pm-slice=\"0 0 []\"><span><img alt=\"image.png\" class=\"rich_pages wxw-img\" data-ratio=\"0.3684210526315789\" data-type=\"png\" data-w=\"304\" style=\"vertical-align: baseline;width: 56px\" width=\"56\" data-width=\"56px\" data-imgfileid=\"100228874\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-d5198c0d569b316fa43ef3e536a4662f.png\" \/><\/span><\/sub><span style=\"font-size: 15px\"><span>\u65b9\u5411\u5404\u72b6\u6001\u901a\u9053\u7684\u504f\u5bfc\u6570\uff0c\u4ece\u800c\u5f62\u6210\u4e8c\u7ef4\u68af\u5ea6\u5411\u91cf\u3002\u5c06\u8fd9\u4e9b\u68af\u5ea6\u4e0e\u7ec6\u80de\u81ea\u8eab\u7684\u72b6\u6001\u5411\u91cf\u62fc\u63a5\u540e\uff0c\u6bcf\u4e2a\u7ec6\u80de\u5c06\u83b7\u5f97\u4e00\u4e2a16\u00d72+16=48\u7ef4\u7684\u611f\u77e5\u5411\u91cf\uff0c\u8fd9\u4e00\u5411\u91cf\u53ef\u89c6\u4e3a\u7ec6\u80de\u5bf9\u5c40\u90e8\u73af\u5883\u7684\u7efc\u5408\u611f\u77e5\u7ed3\u679c\u3002<\/span><\/span><\/p>\n<pre><code data-lark-language=\"python\" data-wrap=\"false\" style=\"font-size: 15px\"><section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 24px\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.46296296296296297\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" data-imgfileid=\"100228849\" \/><\/section><\/code><\/pre>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h3>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u66f4\u65b0\u89c4\u5219\uff08Update rule\uff09<\/span><\/span><\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6bcf\u4e2a\u7ec6\u80de\u968f\u540e\u5bf9\u611f\u77e5\u5411\u91cf\u6267\u884c\u4e00\u7cfb\u5217\u64cd\u4f5c\uff0c\u8fd9\u4e9b\u64cd\u4f5c\u57fa\u4e8e\u5178\u578b\u7684\u53ef\u5fae\u5206\u7f16\u7a0b\u6784\u5efa\u6a21\u5757\uff0c\u4f8b\u5982 1&#215;1\u5377\u79ef\u4e0e ReLU\u975e\u7ebf\u6027\u6fc0\u6d3b\u51fd\u6570\u3002\u6211\u4eec\u5c06\u8fd9\u4e00\u8fc7\u7a0b\u79f0\u4e3a\u7ec6\u80de\u7684&#8221;\u66f4\u65b0\u89c4\u5219&#8221;\u3002\u9700\u8981\u6307\u51fa\uff0c\u66f4\u65b0\u89c4\u5219\u662f\u901a\u8fc7\u5b66\u4e60\u83b7\u5f97\u7684\uff0c\u4f46\u6240\u6709\u7ec6\u80de\u8fd0\u884c\u76f8\u540c\u7684\u66f4\u65b0\u89c4\u5219\u3002\u8be5\u89c4\u5219\u7684\u53c2\u6570\u5316\u7f51\u7edc\u5305\u542b\u7ea68,000\u4e2a\u53c2\u6570\u3002\u53d7\u6b8b\u5dee\u795e\u7ecf\u7f51\u7edc<\/span><span>\uff08ResNet\uff09<\/span><span>\u542f\u53d1\uff0c\u66f4\u65b0\u89c4\u5219\u8f93\u51fa\u5bf9\u7ec6\u80de\u72b6\u6001\u7684\u589e\u91cf\u66f4\u65b0\uff0c\u5e76\u5728\u4e0b\u4e00\u65f6\u95f4\u6b65\u524d\u5e94\u7528\u5230\u8be5\u7ec6\u80de\u3002\u4e3a\u786e\u4fdd\u521d\u59cb\u884c\u4e3a\u201c\u65e0\u64cd\u4f5c\u201d<\/span><span>\uff08\u5373\u4e0d\u6539\u53d8\u7ec6\u80de\u72b6\u6001\uff09<\/span><span>\uff0c\u6211\u4eec\u901a\u8fc7\u5c06\u66f4\u65b0\u89c4\u5219\u4e2d\u6700\u7ec8\u5377\u79ef\u5c42\u7684\u6743\u91cd\u521d\u59cb\u5316\u4e3a\u96f6\u6765\u5b9e\u73b0\u3002\u6b64\u5916\uff0c\u6211\u4eec\u4e0d\u5e94\u7528ReLU\u6fc0\u6d3b\u51fd\u6570\u5230\u66f4\u65b0\u89c4\u5219\u6700\u540e\u4e00\u5c42\u7684\u8f93\u51fa\uff0c\u56e0\u4e3a\u7ec6\u80de\u72b6\u6001\u7684\u589e\u91cf\u66f4\u65b0\u5fc5\u987b\u80fd\u591f\u540c\u65f6\u589e\u52a0\u6216\u51cf\u5c11\u5f53\u524d\u72b6\u6001\u503c\u3002<\/span><\/span><\/p>\n<pre><code data-lark-language=\"python\" data-wrap=\"false\" style=\"font-size: 15px\"><section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 24px\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.2962962962962963\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" data-imgfileid=\"100228850\" \/><\/section><\/code><\/pre>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h3>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u968f\u673a\u7ec6\u80de\u66f4\u65b0\uff08Stochastic Cell Update\uff09<\/span><\/span><\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4f20\u7edf\u5143\u80de\u81ea\u52a8\u673a\u901a\u5e38\u540c\u6b65\u66f4\u65b0\u6240\u6709\u7ec6\u80de\uff0c\u8fd9\u610f\u5473\u7740\u7cfb\u7edf\u4f9d\u8d56\u4e00\u4e2a\u5168\u5c40\u65f6\u949f\u6765\u534f\u8c03\u6240\u6709\u7ec6\u80de\u7684\u66f4\u65b0\u8282\u594f\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u5168\u5c40\u540c\u6b65\u6027\u4e0e\u81ea\u7ec4\u7ec7\u7cfb\u7edf\u7684\u7279\u6027\u76f8\u6096\u2014\u2014\u540e\u8005\u5e94\u5177\u5907\u53bb\u4e2d\u5fc3\u5316\u7684\u534f\u8c03\u80fd\u529b\u3002\u4e3a\u7a81\u7834\u8fd9\u4e00\u9650\u5236\uff0c\u6211\u4eec\u5047\u8bbe\u6bcf\u4e2a\u7ec6\u80de\u72ec\u7acb\u6267\u884c\u66f4\u65b0\u64cd\u4f5c\uff0c\u5e76\u5728\u4e24\u6b21\u66f4\u65b0\u4e4b\u95f4\u968f\u673a\u7b49\u5f85\u4e00\u6bb5\u65f6\u95f4\u3002\u5177\u4f53\u800c\u8a00\uff0c\u6211\u4eec\u901a\u8fc7\u9010\u7ec6\u80de\u968f\u673a\u63a9\u7801\u6a21\u62df\u8fd9\u4e00\u884c\u4e3a\uff1a\u4ee5\u9884\u8bbe\u6982\u7387<\/span><span>\uff08\u8bad\u7ec3\u65f6\u8bbe\u4e3a0.5\uff09<\/span><span>\u5c06\u66f4\u65b0\u5411\u91cf\u7684\u6240\u6709\u503c\u8bbe\u4e3a\u96f6\u3002\u8fd9\u4e00\u64cd\u4f5c\u53ef\u89c6\u4e3a\u5bf9\u66f4\u65b0\u5411\u91cf\u5e94\u7528\u9010\u7ec6\u80de dropout<\/span><span>\uff08\u968f\u673a\u5931\u6d3b\uff09<\/span><span>\u3002<\/span><\/span><\/p>\n<pre><code data-lark-language=\"Python\" data-wrap=\"false\" style=\"font-size: 15px\"><section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.19444444444444445\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" data-imgfileid=\"100228851\" \/><\/section><p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span><br \/><\/span><\/p><\/code><\/pre>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u5b58\u6d3b\u7ec6\u80de\u63a9\u7801\uff08Living Cell Masking\uff09<\/span><\/span><\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6211\u4eec\u5e0c\u671b\u6a21\u62df\u4ece\u5355\u4e2a\u7ec6\u80de\u5f00\u59cb\u7684\u751f\u957f\u8fc7\u7a0b\uff0c\u56e0\u6b64\u4e0d\u5e0c\u671b\u7a7a\u7ec6\u80de\u53c2\u4e0e\u8ba1\u7b97\u6216\u643a\u5e26\u4efb\u4f55\u9690\u85cf\u72b6\u6001\u3002\u6211\u4eec\u901a\u8fc7\u663e\u5f0f\u5c06\u7a7a\u7ec6\u80de\u7684\u6240\u6709\u901a\u9053\u8bbe\u4e3a\u96f6\u6765\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u3002\u82e5\u67d0\u4e2a\u7ec6\u80de\u76843&#215;3\u90bb\u57df\u5185\u4e0d\u5b58\u5728\u201c\u6210\u719f\u201d\uff08\u03b1&gt;0.1\uff09\u7ec6\u80de\uff0c\u5219\u8be5\u7ec6\u80de\u88ab\u89c6\u4e3a\u201c\u7a7a\u7ec6\u80de\u201d\u3002<\/span><\/span><\/p>\n<pre><code data-lark-language=\"Python\" data-wrap=\"false\" style=\"font-size: 15px\"><section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 24px\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.1925925925925926\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" data-imgfileid=\"100228853\" \/><\/section><p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span><br \/><\/span><\/p><section style=\"margin-bottom: 0px;letter-spacing: 0.578px\"><section><section><section><section><section data-tools=\"135\u7f16\u8f91\u5668\" data-id=\"88077\"><section style=\"margin-right: auto;margin-left: auto;padding-top: 15px\"><section style=\"margin-bottom: -14px;justify-content: flex-end\"><section style=\"margin-top: -14px;width: 5px;height: 5px;border-right: none;border-top: none;overflow: hidden\"><span><br \/><\/span><\/section><\/section><section data-width=\"100%\" style=\"margin-right: auto;margin-left: auto;width: 578px;border-width: 1px;border-style: solid\"><section style=\"padding: 3px\"><section style=\"padding: 10px;border-width: 1px;border-style: solid\"><section style=\"font-size: 15px;letter-spacing: 1.5px;line-height: 25px\"><p style=\"vertical-align: inherit\"><span style=\"letter-spacing: 0.578px\"><span><span>\u96c6\u667a\u4ff1\u4e50\u90e8\u5f00\u5c55\u4e86\u300a\u4e00\u79cd\u65b0\u79d1\u5b66\u300b\u4e3b\u9898\u8bfb\u4e66\u4f1a\uff0c\u7f8e\u56fd\u4e9a\u5229\u6851\u90a3\u5dde\u7acb\u5927\u5b66\u535a\u58eb\u751f\u7ae0\u5f66\u535a\u4ee5\u201c\u4eba\u5de5\u751f\u547d\u201d\u4e3a\u4e3b\u9898\u8fdb\u884c\u4e86\u5206\u4eab\uff0c\u800c\u5143\u80de\u81ea\u52a8\u673a\u662f\u7814\u7a76\u4eba\u5de5\u751f\u547d\u7684\u975e\u5e38\u91cd\u8981\u7684\u6a21\u578b\uff0c\u611f\u5174\u8da3\u7684\u670b\u53cb\u626b\u7801\u67e5\u770b\ud83d\udc47<\/span><\/span><\/span><\/p><p style=\"vertical-align: inherit\"><span style=\"letter-spacing: 0.578px\"><span><br \/><\/span><\/span><\/p><section><img class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-type=\"png\" data-w=\"1920\" data-width=\"1920\" data-height=\"1080\" data-imgfileid=\"100228876\" \/><\/section><\/section><\/section><\/section><\/section><section style=\"margin-top: -5px;width: 5px;height: 5px;border-left: none;border-bottom: none;overflow: hidden\"><span><br \/><\/span><\/section><\/section><\/section><p style=\"vertical-align: inherit\"><span><br \/><\/span><\/p><\/section><\/section><\/section><\/section><\/section><section style=\"margin-bottom: 0px;letter-spacing: 0.578px\"><section><section><p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 24px\"><span><br \/><\/span><\/p><\/section><\/section><\/section><\/code><\/pre>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u5b9e\u9a8c1\uff1a\u5b66\u4e60\u751f\u957f<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.7688229056203606\" data-s=\"300,640\" data-type=\"gif\" data-w=\"943\" data-imgfileid=\"100228877\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-161be8b42ff1c322dd1cdfa2c8365a49.gif\" \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.3163716814159292\" data-type=\"png\" data-w=\"904\" data-width=\"904\" data-height=\"286\" data-imgfileid=\"100228835\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-2be4a2dae7d61d89f534ec0a3553df09.png\" \/><\/section>\n<section style=\"text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7hre8d21y9\" data-pm-slice=\"0 0 []\"><span>\u76ee\u6807\u56fe\u6848\u7684\u8bad\u7ec3\u65b9\u6cd5<\/span><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u9996\u4e2a\u5b9e\u9a8c\u4e2d\uff0c\u6211\u4eec\u4ec5\u8bad\u7ec3<\/span><\/span><strong style=\"font-size: 15px\"><span><span>CA<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff0c\u4f7f\u5176\u5728\u968f\u673a\u6b65\u6570\u540e\u751f\u6210\u76ee\u6807\u56fe\u50cf\u3002\u8fd9\u4e00\u65b9\u6cd5\u8f83\u4e3a\u57fa\u7840\uff0c\u4f1a\u9762\u4e34\u8bf8\u591a\u95ee\u9898\uff0c\u4f46\u5176\u66b4\u9732\u7684\u6311\u6218\u5c06\u5e2e\u52a9\u6211\u4eec\u6539\u8fdb\u540e\u7eed\u5c1d\u8bd5\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5c06\u7f51\u683c\u521d\u59cb\u5316\u4e3a\u5168\u96f6\u77e9\u9635\uff0c\u4ec5\u5728\u4e2d\u5fc3\u653e\u7f6e\u5355\u4e2a\u79cd\u5b50\u7ec6\u80de\uff0c\u8be5\u79cd\u5b50\u6240\u6709\u901a\u9053<\/span><span>\uff08\u9664RGB\u901a\u9053\u5916\uff09<\/span><span>\u5747\u8bbe\u4e3a\u6fc0\u6d3b\u72b6\u6001\u3002\u5b8c\u6210\u521d\u59cb\u5316\u540e\uff0c\u5f00\u59cb\u8fed\u4ee3\u5e94\u7528\u66f4\u65b0\u89c4\u5219\u3002\u6bcf\u6b21\u8bad\u7ec3\u6b65\u957f\u5728[64, 96]\u533a\u95f4\u4e2d\u968f\u673a\u9009\u53d6\uff0c\u6b64\u8303\u56f4\u7ecf\u8fc7\u9a8c\u8bc1\uff0c\u8db3\u4ee5\u8ba940&#215;40\u5c3a\u5bf8\u7684\u56fe\u6848\u5145\u5206\u751f\u957f\u3002\u5373\u4fbf\u66f4\u65b0\u89c4\u5219\u5b58\u5728\u968f\u673a\u6027\uff0c\u4e5f\u80fd\u8986\u76d6\u53ef\u80fd\u7684\u53d8\u5316\uff0c\u786e\u4fdd\u56fe\u6848\u5728\u4e0d\u540c\u8fed\u4ee3\u6b21\u6570\u4e0b\u4fdd\u6301\u7a33\u5b9a\u3002\u6700\u540e\u4e00\u6b65\u8ba1\u7b97\u7f51\u683cRGBA\u901a\u9053\u4e0e\u76ee\u6807\u56fe\u6848\u7684\u50cf\u7d20 \u7ea7L2\u635f\u5931\uff0c\u8be5\u635f\u5931\u53ef\u901a\u8fc7\u6cbf\u65f6\u95f4\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\uff0c\u5bf9\u66f4\u65b0\u89c4\u5219\u53c2\u6570\u8fdb\u884c\u53ef\u5fae\u5206\u4f18\u5316\u3002\u8bad\u7ec3\u540e\u671f\u51fa\u73b0\u4e0d\u7a33\u5b9a\u6027\uff0c\u8868\u73b0\u4e3a\u635f\u5931\u503c\u7a81\u7136\u8dc3\u5347\uff0c\u91c7\u7528\u9010\u53d8\u91cf L2\u68af\u5ea6\u5f52\u4e00\u5316\u540e\u5f97\u5230\u7f13\u89e3\uff0c\u8be5\u65b9\u6cd5\u6548\u679c\u7c7b\u4f3c\u4e8e\u6743\u91cd\u5f52\u4e00\u5316\u6280\u672f\u3002\u5176\u4ed6\u8bad\u7ec3\u53c2\u6570\u53ef\u53c2\u8003\u914d\u5957\u6e90\u4ee3\u7801\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4f18\u5316\u5b8c\u6210\u540e\uff0c\u53ef\u8fd0\u884c\u6a21\u62df\u89c2\u5bdf\u8bad\u7ec3\u597d\u7684 CA \u751f\u957f\u8fc7\u7a0b\u3002\u82e5\u8fd0\u884c\u6b65\u6570\u8d85\u8fc7\u8bad\u7ec3\u65f6\u7684\u6b65\u957f\u8303\u56f4\uff0c\u4f1a\u89c2\u5bdf\u5230\u4f55\u79cd\u884c\u4e3a\uff1f\u4e0b\u56fe\u52a8\u753b\u5c55\u793a\u4e86\u591a\u4e2a\u4e0d\u540c\u6a21\u578b\u7684\u8fd0\u884c\u7ed3\u679c\uff0c\u8fd9\u4e9b\u6a21\u578b\u5206\u522b\u88ab\u8bad\u7ec3\u751f\u6210\u4e0d\u540c\u8868\u60c5\u7b26\u53f7<\/span><span>\uff08emoji\uff09<\/span><span>\u56fe\u6848\u3002<\/span><\/span><\/p>\n<section style=\"text-align: center;margin-bottom: 0px\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.5078909612625538\" data-s=\"300,640\" data-type=\"gif\" data-w=\"697\" data-imgfileid=\"100228854\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-e2cd09e40820b91471400d75de6bedf0.gif\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7hrxc523gt\" data-pm-slice=\"0 0 []\"><span>\u591a\u6570\u56fe\u6848\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u540e\u4f1a\u9010\u6e10\u5931\u7a33<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6211\u4eec\u53d1\u73b0\uff0c\u4e0d\u540c\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4f1a\u4f7f\u6a21\u578b\u5c55\u73b0\u51fa\u622a\u7136\u4e0d\u540c\u7684\u957f\u671f\u884c\u4e3a\u3002\u6709\u4e9b\u4f1a\u9010\u6e10\u6d88\u4ea1\uff0c\u6709\u4e9b\u5219\u4f1a\u65e0\u9650\u6269\u5f20\uff0c\u4f46\u5076\u7136\u4e5f\u6709\u4e9b\u80fd\u63a5\u8fd1\u7a33\u5b9a\uff01\u5982\u4f55\u624d\u80fd\u786e\u4fdd\u8bad\u7ec3\u59cb\u7ec8\u4ea7\u51fa\u6301\u4e45\u7a33\u5b9a\u7684\u6a21\u5f0f\u5462\uff1f<\/span><\/span><\/p>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h1>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u5b9e\u9a8c2\uff1a\u6301\u7eed\u5373\u5b58\u5728<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<section style=\"text-align: center;margin-bottom: 0px;text-indent: 0px;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.7868504772004242\" data-s=\"300,640\" data-type=\"gif\" data-w=\"943\" data-imgfileid=\"100228878\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-25d45a3f59cbaa0e946751e969b4b173.gif\" \/><\/section>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h1>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8981\u89e3\u91ca\u5148\u524d\u5b9e\u9a8c\u4e2d\u7684\u4e0d\u7a33\u5b9a\u73b0\u8c61\uff0c\u53ef\u4ee5\u4e0e\u52a8\u529b\u7cfb\u7edf\u7406\u8bba<\/span><span>\uff08dynamical systems theory\uff09<\/span><span>\u8fdb\u884c\u7c7b\u6bd4\u3002\u5c06\u6bcf\u4e2a\u7ec6\u80de\u89c6\u4f5c\u4e00\u4e2a\u72ec\u7acb\u7684\u52a8\u529b\u7cfb\u7edf\uff0c\u6240\u6709\u7ec6\u80de\u5171\u4eab\u76f8\u540c\u7684\u52a8\u6001\u89c4\u5219\uff0c\u5e76\u901a\u8fc7\u5c40\u90e8\u8026\u5408\u76f8\u4e92\u5173\u8054\uff0c\u5728\u8bad\u7ec3\u7ec6\u80de\u66f4\u65b0\u6a21\u578b\u65f6\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u8c03\u6574\u8fd9\u4e9b\u52a8\u6001\u89c4\u5219\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\u627e\u5230\u6ee1\u8db3\u7279\u5b9a\u6027\u8d28\u7684\u52a8\u6001\u89c4\u5219\uff1a\u9996\u5148\u8981\u6c42\u7cfb\u7edf\u80fd\u4ece\u79cd\u5b50\u56fe\u6848\u6f14\u8fdb\u5230\u76ee\u6807\u56fe\u6848\u2014\u2014\u8fd9\u6b63\u662f\u5b9e\u9a8c1\u6240\u8fbe\u6210\u7684\u6f14\u5316\u8def\u5f84\uff1b\u73b0\u5728\u5219\u8981\u89c4\u907f\u7cfb\u7edf\u5931\u7a33\u73b0\u8c61\uff0c\u5728\u52a8\u6001\u7cfb\u7edf\u7c7b\u6bd4\u4e2d\uff0c\u8fd9\u76f8\u5f53\u4e8e\u5c06\u76ee\u6807\u6a21\u5f0f\u8bbe\u4e3a\u5438\u5f15\u5b50<\/span><span>\uff08attractor\uff09<\/span><span>\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5177\u4f53\u7b56\u7565\u662f\uff1a\u5927\u5e45\u5ef6\u957fCA\u7684\u8fed\u4ee3\u65f6\u957f\uff0c\u5468\u671f\u6027\u5730\u9488\u5bf9\u76ee\u6807\u5e94\u7528\u635f\u5931\u51fd\u6570\uff0c\u5e76\u901a\u8fc7\u65f6\u95f4\u8de8\u5ea6\u66f4\u5927\u7684\u53cd\u5411\u4f20\u64ad\u8fdb\u884c\u8bad\u7ec3\u3002\u5176\u539f\u7406\u5728\u4e8e\uff1a\u901a\u8fc7\u5ef6\u957f\u8fed\u4ee3\u5468\u671f\u5e76\u591a\u6b21\u65bd\u52a0\u635f\u5931\u7ea6\u675f\uff0c\u6a21\u578b\u4f1a\u9010\u6b65\u4e3a\u76ee\u6807\u5f62\u6001\u6784\u5efa\u5438\u5f15\u5b50\uff1b\u901a\u8fc7\u6301\u7eed\u4fee\u6b63\u52a8\u6001\u89c4\u5219\uff0c\u8feb\u4f7f\u504f\u79bb\u8f68\u9053\u7684\u7cfb\u7edf\u5fc5\u987b\u56de\u5f52\u76ee\u6807\u56fe\u6848\u3002\u4f46\u4ee3\u4ef7\u662f\uff1a\u8d85\u957f\u65f6\u6bb5\u4e0d\u4ec5\u4f1a\u6210\u500d\u589e\u52a0\u8bad\u7ec3\u8017\u65f6\uff0c\u66f4\u4f1a\u5bfc\u81f4\u5185\u5b58\u6d88\u8017\u66b4\u6da8\u2014\u2014\u6240\u6709\u4e2d\u95f4\u6fc0\u6d3b\u72b6\u6001\u5fc5\u987b\u5168\u7a0b\u9a7b\u7559\u5185\u5b58\uff0c\u624d\u80fd\u652f\u6491\u53cd\u5411\u4f20\u64ad\u8ba1\u7b97\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e3a\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u201c\u6837\u672c\u6c60<\/span><span>\uff08sample pool\uff09<\/span><span>\u201d \u7b56\u7565\u8fbe\u6210\u7c7b\u4f3c\u6548\u679c\u3002\u6211\u4eec\u5b9a\u4e49\u4e00\u4e2a\u79cd\u5b50\u72b6\u6001\u6c60\u4f5c\u4e3a\u8fed\u4ee3\u7684\u8d77\u70b9\uff0c\u521d\u59cb\u65f6\u4ec5\u5305\u542b\u5355\u4e00\u9ed1\u8272\u50cf\u7d20\u7684\u79cd\u5b50\u72b6\u6001\uff0c\u8bad\u7ec3\u65f6\u4ece\u6c60\u4e2d\u91c7\u6837\u6279\u6b21\u7528\u4e8e\u8fed\u4ee3\u6b65\u9aa4\u3002\u4e3a\u9632\u6b62\u707e\u96be\u6027\u9057\u5fd8<\/span><span>\uff08catastrophic forgetting\uff09<\/span><span>\uff0c\u6bcf\u6279\u6b21\u4e2d\u968f\u673a\u66ff\u6362\u4e00\u4e2a\u6837\u672c\u4e3a\u539f\u59cb\u7684\u5355\u50cf\u7d20\u79cd\u5b50\u72b6\u6001\u3002\u5b8c\u6210\u8bad\u7ec3\u6b65\u9aa4\u540e\uff0c\u5c06\u8f93\u51fa\u72b6\u6001\u66ff\u6362\u6c60\u4e2d\u88ab\u62bd\u4e2d\u7684\u6837\u672c\u3002\u4e0b\u65b9\u52a8\u753b\u76f4\u89c2\u5448\u73b0\u6c60\u5185\u72b6\u6001\u6f14\u53d8\u8fc7\u7a0b\uff1a\u6bcf\u969420\u4e2a\u8bad\u7ec3\u6b65\u9aa4\u968f\u673a\u91c7\u6837\u4e00\u6b21\u3002<\/span><\/span><\/p>\n<pre><code data-lark-language=\"python\" data-wrap=\"false\" style=\"font-size: 15px\"><section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5048975957257347\" data-s=\"300,640\" data-type=\"png\" data-w=\"2246\" style=\"width:100%\" data-backw=\"562\" data-backh=\"284\" data-imgfileid=\"100228855\" \/><\/section><p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span><br \/><\/span><\/p><\/code><\/pre>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.8671328671328671\" data-type=\"gif\" data-w=\"572\" data-width=\"572\" data-height=\"496\" data-imgfileid=\"100228839\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-ffa7adf32eaff4236e08f35877e707b1.gif\" \/><\/section>\n<section style=\"text-indent: 0px;text-align: center;line-height: 1.5em\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7hyga81qib\" data-pm-slice=\"0 0 []\"><span>\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6c60\u5185\u6a21\u5f0f\u968f\u673a\u91c7\u6837\uff08\u6bcf20\u6b65\u8bb0\u5f55\uff09<\/span><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u8bad\u7ec3\u521d\u671f\uff0c\u7cfb\u7edf\u968f\u673a\u52a8\u6001\u4f1a\u5bfc\u81f4\u6a21\u578b\u9677\u5165\u9519\u8bef\u72b6\u6001\uff0c\u5f53\u8fd9\u4e9b\u72b6\u6001\u88ab\u6c60\u4e2d\u91c7\u6837\u65f6\uff0c\u6211\u4eec\u901a\u8fc7\u8c03\u6574\u52a8\u6001\u89c4\u5219\u5e2e\u52a9\u5176\u6062\u590d\u3002\u968f\u7740\u6a21\u578b\u9010\u6e10\u7a33\u5b9a\uff0c\u6c60\u4e2d\u6837\u672c\u6108\u53d1\u63a5\u8fd1\u76ee\u6807\u56fe\u6848\uff0c\u6b64\u65f6\u8bad\u7ec3\u805a\u7126\u4e8e\u4f18\u5316\u9636\u6bb5\uff0c\u4e3b\u8981\u7cbe\u4fee\u8fd9\u4e9b\u63a5\u8fd1\u5b8c\u6210\u7684\u72b6\u6001\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u672c\u8d28\u4e0a\uff0c\u6211\u4eec\u5229\u7528\u4e4b\u524d\u7684\u6700\u7ec8\u72b6\u6001\u4f5c\u4e3a\u65b0\u8d77\u70b9\uff0c\u8feb\u4f7fCA\u4e0d\u4ec5\u80fd\u591f\u4ece\u79cd\u5b50\u751f\u957f\u6a21\u5f0f\uff0c\u8fd8\u80fd\u5b66\u4f1a\u7ef4\u6301\u751a\u81f3\u6539\u8fdb\u5df2\u5f62\u6210\u7684\u6a21\u5f0f\u3002\u8fd9\u4f7f\u5f97\u6211\u4eec\u80fd\u591f\u5728\u8fdc\u957f\u4e8e\u5e38\u89c4\u8bad\u7ec3\u5468\u671f\u7684\u65f6\u95f4\u533a\u95f4\u5185\u5468\u671f\u6027\u65bd\u52a0\u635f\u5931\u51fd\u6570\uff0c\u4ece\u800c\u4fc3\u4f7f\u8026\u5408\u7cfb\u7edf\u4e2d\u5c06\u76ee\u6807\u5f62\u72b6\u8bbe\u4e3a\u5438\u5f15\u5b50\u3002\u6211\u4eec\u8fd8\u53d1\u73b0\uff1a\u5728\u521d\u59cb\u9636\u6bb5\uff0c\u5bf9\u6279\u6b21\u4e2d\u635f\u5931\u6700\u9ad8\u6837\u672c\u91cd\u65b0\u64ad\u79cd<\/span><span>\uff08\u800c\u975e\u968f\u673a\u9009\u62e9\uff09<\/span><span>\uff0c\u53ef\u4f7f\u8bad\u7ec3\u66f4\u7a33\u5b9a\uff0c\u56e0\u4e3a\u8fd9\u79cd\u65b9\u6cd5\u6709\u52a9\u4e8e\u4e3b\u52a8\u6e05\u9664\u6c60\u4e2d\u7684\u4f4e\u8d28\u91cf\u72b6\u6001\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4ee5\u4e0b\u662f\u5178\u578b<\/span><\/span><strong style=\"font-size: 15px\"><span><span>CA<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u89c4\u5219\u7684\u8bad\u7ec3\u8f68\u8ff9\u3002\u7ec6\u80de\u89c4\u5219\u5728\u7a33\u5b9a\u6574\u4f53\u56fe\u6848\u7684\u540c\u65f6\uff0c\u540c\u6b65\u7cbe\u4fee\u7279\u5f81\u7ec6\u8282\u3002<\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.291958041958042\" data-type=\"gif\" data-w=\"572\" data-width=\"572\" data-height=\"167\" data-imgfileid=\"100228838\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-a79c8501ba1d79700e6a9cd992acca9f.gif\" \/><\/section>\n<section style=\"text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7hzf4mqab\" data-pm-slice=\"0 0 []\"><span>CA \u5728\u8bad\u7ec3\u7b2c100\u3001500\u30011000\u30014000\u6b65\u65f6\u7684\u52a8\u6001\u6f14\u53d8<\/span><\/span><\/section>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h1>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u5b9e\u9a8c3\uff1a\u5b66\u4e60\u518d\u751f\u80fd\u529b<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.7868504772004242\" data-s=\"300,640\" data-type=\"gif\" data-w=\"943\" data-imgfileid=\"100228879\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-b77b80bbe311a65086a8db1125e11581.gif\" \/><\/section>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h1>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u751f\u7269\u4f53\u4e0d\u4ec5\u64c5\u957f\u6784\u5efa\u81ea\u8eab\u5f62\u6001\uff0c\u8fd8\u80fd\u6301\u7eed\u7ef4\u62a4\uff0c\u8001\u5316\u76ae\u80a4\u4f1a\u88ab\u65b0\u751f\u7ec4\u7ec7\u66ff\u4ee3\uff0c\u67d0\u4e9b\u7269\u79cd\u751a\u81f3\u80fd\u4fee\u590d\u91cd\u5ea6\u635f\u4f24\u7684\u5668\u5b98\u3002\u6211\u4eec\u8bad\u7ec3\u7684\u6a21\u578b\u662f\u5426\u5177\u5907\u7c7b\u4f3c\u518d\u751f\u80fd\u529b\uff1f<\/span><\/span><\/p>\n<section style=\"text-align: center;margin-bottom: 0px\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.6503496503496503\" data-s=\"300,640\" data-type=\"gif\" data-w=\"572\" data-imgfileid=\"100228856\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-c6af7d69b0afd7f5b4b71e84c01abc74.gif\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7i1zwt117e\" data-pm-slice=\"0 0 []\"><span>\u53d7\u635f\u56fe\u6848\u5c55\u73b0\u51fa\u90e8\u5206\u518d\u751f\u7279\u6027\uff0c\u4f46\u65e0\u6cd5\u5b9e\u73b0\u5b8c\u6574\u518d\u751f<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e0a\u65b9\u52a8\u753b\u5c55\u793a\u4e86\u4e09\u79cd\u91c7\u7528\u76f8\u540c\u53c2\u6570\u8bad\u7ec3\u7684\u6a21\u578b\u3002\u6211\u4eec\u8ba9\u6bcf\u4e2a\u6a21\u578b\u5728100\u6b65\u5185\u751f\u6210\u56fe\u6848\uff0c\u968f\u540e\u901a\u8fc7\u4e94\u79cd\u65b9\u5f0f\u5bf9\u6700\u7ec8\u72b6\u6001\u65bd\u52a0\u7834\u574f\uff1a\u79fb\u9664\u56fe\u6848\u7684\u4e0d\u540c\u534a\u533a\uff0c\u6216\u662f\u6316\u9664\u4e2d\u5fc3\u65b9\u5757\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u975e\u8bad\u7ec3\u6a21\u5f0f\u4e0b\u8868\u73b0\u8fe5\u5f02\u3002\u4f8b\u5982&#8221;\u8725\u8734&#8221;\u6a21\u578b\u867d\u672a\u7ecf\u4e13\u9879\u8bad\u7ec3\uff0c\u5374\u5c55\u73b0\u51fa\u663e\u8457\u7684\u518d\u751f\u80fd\u529b\uff01<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7531\u4e8e\u6211\u4eec\u8bad\u7ec3\u4e86\u7ec6\u80de\u8026\u5408\u7cfb\u7edf\uff0c\u4f7f\u5176\u4ece\u5355\u4e2a\u7ec6\u80de\u751f\u6210\u76ee\u6807\u5f62\u72b6\u7684\u5438\u5f15\u5b50\uff0c\u56e0\u6b64\u8fd9\u4e9b\u7cfb\u7edf\u4e00\u65e6\u53d7\u635f\uff0c\u5f88\u53ef\u80fd\u4f1a\u8868\u73b0\u51fa\u975e\u81ea\u6bc1\u7684\u53cd\u5e94\uff0c\u539f\u56e0\u5728\u4e8e\u7cfb\u7edf\u88ab\u8bad\u7ec3\u9700\u8981\u6301\u7eed\u751f\u957f\u3001\u4fdd\u6301\u7a33\u5b9a\uff0c\u5e76\u907f\u514d\u5b8c\u5168\u81ea\u6bc1\u3002\u5176\u4e2d\u4e00\u4e9b\u7cfb\u7edf\u4f1a\u81ea\u7136\u53d1\u5c55\u51fa\u518d\u751f\u80fd\u529b\uff0c\u4f46\u5176\u4ed6\u884c\u4e3a\u4ecd\u53ef\u80fd\u663e\u73b0\u2014\u2014\u5305\u62ec\u7206\u53d1\u6027\u5206\u88c2<\/span><span>\uff08runaway growth\uff09<\/span><span>\u3001\u635f\u4f24\u65e0\u53cd\u5e94<\/span><span>\uff08\u8fc7\u5ea6\u7a33\u5b9a\uff09<\/span><span>\uff0c\u751a\u81f3\u6211\u6bc1\uff0c\u5c24\u5176\u662f\u5728\u66f4\u4e25\u91cd\u7684\u635f\u4f24\u60c5\u51b5\u4e0b\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u82e5\u8981\u6a21\u578b\u5c55\u73b0\u66f4\u7a33\u5b9a\u7cbe\u51c6\u7684\u518d\u751f\u80fd\u529b\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u6269\u5c55\u76ee\u6807\u56fe\u6848\u7684\u5438\u5f15\u57df\uff0c\u5373\u589e\u52a0\u80fd\u81ea\u7136\u8d8b\u5411\u76ee\u6807\u5f62\u6001\u7684\u7ec6\u80de\u914d\u7f6e\u7a7a\u95f4\u3002\u5177\u4f53\u65b9\u6cd5\u662f\u5728\u6bcf\u6b21\u8bad\u7ec3\u524d\uff0c\u5bf9\u6c60\u5185\u91c7\u6837\u72b6\u6001\u65bd\u52a0\u968f\u673a\u7834\u574f\uff0c\u90a3\u4e48\u7cfb\u7edf\u5fc5\u987b\u80fd\u4ece\u968f\u673a\u64e6\u9664\u5706\u5757\u9020\u6210\u7684\u635f\u4f24\u4e2d\u518d\u751f\u3002\u6211\u4eec\u671f\u671b\u4ee5\u6b64\u57f9\u517b\u5e94\u5bf9\u591a\u79cd\u635f\u4f24\u7684\u4fee\u590d\u80fd\u529b\u3002<\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.19655667144906744\" data-type=\"gif\" data-w=\"697\" data-width=\"697\" data-height=\"137\" data-imgfileid=\"100228842\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-6d38edbd51861d7a3ea210d90b77d61f.gif\" \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7i3zec1vcb\" data-pm-slice=\"0 0 []\"><span>\u7834\u574f\u6c60\u4e2d\u6837\u672c\u6709\u52a9\u4e8e\u5b66\u4e60\u5f3a\u5065\u7684\u518d\u751f\u7279\u6027\u3002\u9996\u884c\u663e\u793a\u6c60\u5185\u539f\u59cb\u6837\u672c\uff0c\u6b21\u884c\u5448\u73b0\u6a21\u578b\u8fed\u4ee3\u540e\u7684\u5bf9\u5e94\u72b6\u6001<\/span><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e0a\u65b9\u52a8\u753b\u5c55\u793a\u4e86\u5305\u542b\u7684\u6837\u672c\u635f\u4f24\u7684\u8bad\u7ec3\u8fc7\u7a0b\u3002\u9996\u5148\u4ece\u6c60\u4e2d\u9009\u53d68\u4e2a\u72b6\u6001\uff0c\u5c06\u635f\u5931\u6700\u9ad8\u7684\u6837\u672c<\/span><span>\uff08\u5de6\u4e0a\u89d2\uff09<\/span><span>\u66ff\u6362\u4e3a\u521d\u59cb\u79cd\u5b50\uff0c\u5e76\u901a\u8fc7\u5c06\u56fe\u6848\u4e2d\u7684\u968f\u673a\u5706\u5f62\u533a\u57df\u8bbe\u4e3a\u96f6\u6765\u7834\u574f\u4e09\u4e2a\u635f\u5931\u6700\u4f4e\u7684\u72b6\u6001<\/span><span>\uff08\u53f3\u4e0a\u89d2\uff09<\/span><span>\u3002\u5e95\u884c\u663e\u793a\u4e86\u5404\u8d77\u59cb\u72b6\u6001\u7ecf\u8fc7\u8fed\u4ee3\u540e\u7684\u7ed3\u679c\u3002\u4e0e\u5b9e\u9a8c2\u76f8\u540c\uff0c\u8fd9\u4e9b\u7ed3\u679c\u72b6\u6001\u4f1a\u88ab\u91cd\u65b0\u6ce8\u5165\u6837\u672c\u6c60\u3002<\/span><\/span><\/p>\n<section style=\"text-align: center;margin-bottom: 0px;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.6503496503496503\" data-s=\"300,640\" data-type=\"gif\" data-w=\"572\" data-imgfileid=\"100228857\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-c6af7d69b0afd7f5b4b71e84c01abc74-1.gif\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7i5fpxsbq\" data-pm-slice=\"0 0 []\"><span>\u7ecf\u53d7\u635f\u4f24\u8bad\u7ec3\u7684\u56fe\u6848\u5c55\u73b0\u51fa\u60ca\u4eba\u7684\u518d\u751f\u80fd\u529b<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u901a\u8fc7\u52a8\u753b\u53ef\u89c1\uff0c\u7ecf\u8fc7\u635f\u4f24\u8bad\u7ec3\u7684\u6a21\u578b\u66f4\u5177\u9002\u5e94\u6027\uff0c\u8fd9\u79cd\u7279\u6027\u751a\u81f3\u9002\u7528\u4e8e\u8bad\u7ec3\u4e2d\u672a\u89c1\u7684\u635f\u4f24\u7c7b\u578b\uff0c\u5982\u524d\u6587\u6240\u793a\u7684\u77e9\u5f62\u635f\u4f24\u3002<\/span><\/span><\/p>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h1>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u5b9e\u9a8c4\uff1a\u65cb\u8f6c\u611f\u77e5\u573a<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.6578108395324124\" data-s=\"300,640\" data-type=\"gif\" data-w=\"941\" data-imgfileid=\"100228880\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-c73cbf47fbfe74f37029f83af3f8f8ec.gif\" \/><\/section>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h1>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5982\u524d\u6240\u8ff0\uff0c\u6211\u4eec\u4f7f\u7528Sobel filter\u6ee4\u6ce2\u5668\u8ba1\u7b97<\/span><\/span><sub data-pm-slice=\"0 0 []\"><span><img alt=\"image.png\" class=\"rich_pages wxw-img\" data-ratio=\"1.087378640776699\" data-type=\"png\" data-w=\"103\" style=\"vertical-align:baseline;width:19px;height:21px\" data-width=\"56px\" data-croporisrc=\"https:\/\/mmbiz.qlogo.cn\/mmbiz_png\/wibWV1DB7tWLicyBAxkBTHH6GL7OyIiayZlAmS7ytuf2KB7vlekp0JR8zaKNmwVibR4Jic8rp3GBTFcrIZEJI8Sh8xQ\/0?wx_fmt=png&amp;from=appmsg\" data-cropx2=\"103.14285714285715\" data-cropy2=\"114\" data-imgfileid=\"100228881\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-9ee1fb1d4ed6fcb193425e7e09764ac6.jpg\" \/><\/span><\/sub><span style=\"font-size: 15px\"><span>\u548c<\/span><\/span><sub data-pm-slice=\"0 0 []\"><span><img alt=\"image.png\" class=\"rich_pages wxw-img\" data-ratio=\"0.8549618320610687\" data-type=\"png\" data-w=\"131\" style=\"vertical-align:baseline;width:24px;height:21px\" data-width=\"56px\" data-croporisrc=\"https:\/\/mmbiz.qlogo.cn\/mmbiz_png\/wibWV1DB7tWLicyBAxkBTHH6GL7OyIiayZlAmS7ytuf2KB7vlekp0JR8zaKNmwVibR4Jic8rp3GBTFcrIZEJI8Sh8xQ\/0?wx_fmt=png&amp;from=appmsg\" data-cropx1=\"173.71428571428572\" data-cropx2=\"304\" data-cropy2=\"114\" data-imgfileid=\"100228883\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-cc7eef797d12130818e244c27993f4f1.jpg\" \/><\/span><\/sub><span style=\"font-size: 15px\"><span>\u65b9\u5411\u7684\u72b6\u6001\u901a\u9053\u68af\u5ea6\uff0c\u4ee5\u6a21\u62df\u7ec6\u80de\u611f\u77e5\u90bb\u8fd1\u7ec6\u80de\u7684\u8fc7\u7a0b\u3002\u4e00\u4e2a\u65b9\u4fbf\u7684\u7c7b\u6bd4\u662f\uff0c\u6bcf\u4e2a\u667a\u80fd\u4f53<\/span><span>\uff08\u6216\u7ec6\u80de\uff09<\/span><span>\u62e5\u6709\u4e24\u4e2a\u4f20\u611f\u5668<\/span><span>\uff08\u4f8b\u5982\u5316\u5b66\u611f\u53d7\u53d7\u4f53\uff09<\/span><span>\uff0c\u5b83\u4eec\u6307\u5411\u6b63\u4ea4\u65b9\u5411\uff0c\u80fd\u591f\u611f\u77e5\u6cbf\u4f20\u611f\u5668\u8f74\u65b9\u5411\u67d0\u4e9b\u5316\u5b66\u7269\u8d28\u6d53\u5ea6\u7684\u68af\u5ea6\u3002\u5982\u679c\u6211\u4eec\u65cb\u8f6c\u8fd9\u4e9b\u4f20\u611f\u5668\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65cb\u8f6cSobel\u6838\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002<\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.2521489971346705\" data-type=\"png\" data-w=\"349\" data-width=\"349\" data-height=\"88\" data-imgfileid=\"100228840\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-e1da9da4d6667a45ebd2f0b99d1e785d.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd9\u79cd\u5bf9\u611f\u77e5\u573a\u7684\u7b80\u5355\u8c03\u6574\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\uff0c\u5c31\u80fd\u751f\u6210\u4efb\u610f\u89d2\u5ea6\u7684\u65cb\u8f6c\u56fe\u6848\u53d8\u4f53\uff0c\u6548\u679c\u5982\u4e0b\u6240\u793a\u3002<\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.934560327198364\" data-type=\"png\" data-w=\"489\" style=\"width:327px;height:306px\" data-width=\"489\" data-height=\"457\" data-imgfileid=\"100228841\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-e7f8356222a1ea3f05202082a19879de.png\" \/><\/section>\n<section style=\"text-align: center;line-height: 1.5em\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7ia2tb17cf\" data-pm-slice=\"0 0 []\"><span>\u53ea\u9700\u65cb\u8f6c\u611f\u77e5\u68af\u5ea6\u7684\u8ba1\u7b97\u8f74\u65b9\u5411\uff0c\u5373\u53ef\u83b7\u5f97\u76f8\u5e94\u89d2\u5ea6\u7684\u56fe\u6848\u65cb\u8f6c\u6548\u679c<\/span><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u7406\u60f3\u60c5\u51b5\u4e0b<\/span><span>\uff08\u672a\u53d7\u50cf\u7d20\u6676\u683c\u79bb\u6563\u5316\u7684\u8fde\u7eed\u7a7a\u95f4\uff09<\/span><span>\uff0c\u8fd9\u79cd\u73b0\u8c61\u5e76\u4e0d\u610f\u5916\uff0c\u6bd5\u7adf\u7406\u8bba\u4e0a<\/span><\/span><sub data-pm-slice=\"0 0 []\"><span><img alt=\"image.png\" class=\"rich_pages wxw-img\" data-ratio=\"1.087378640776699\" data-type=\"png\" data-w=\"103\" style=\"vertical-align:baseline;width:19px;height:21px\" data-width=\"56px\" data-croporisrc=\"https:\/\/mmbiz.qlogo.cn\/mmbiz_png\/wibWV1DB7tWLicyBAxkBTHH6GL7OyIiayZlAmS7ytuf2KB7vlekp0JR8zaKNmwVibR4Jic8rp3GBTFcrIZEJI8Sh8xQ\/0?wx_fmt=png&amp;from=appmsg\" data-cropx2=\"103.14285714285715\" data-cropy2=\"114\" data-imgfileid=\"100228881\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-9ee1fb1d4ed6fcb193425e7e09764ac6-1.jpg\" \/><\/span><\/sub><span style=\"font-size: 15px\"><span>\u548c<\/span><\/span><sub data-pm-slice=\"0 0 []\"><span><img alt=\"image.png\" class=\"rich_pages wxw-img\" data-ratio=\"0.8549618320610687\" data-type=\"png\" data-w=\"131\" style=\"vertical-align:baseline;width:24px;height:21px\" data-width=\"56px\" data-croporisrc=\"https:\/\/mmbiz.qlogo.cn\/mmbiz_png\/wibWV1DB7tWLicyBAxkBTHH6GL7OyIiayZlAmS7ytuf2KB7vlekp0JR8zaKNmwVibR4Jic8rp3GBTFcrIZEJI8Sh8xQ\/0?wx_fmt=png&amp;from=appmsg\" data-cropx1=\"173.71428571428572\" data-cropx2=\"304\" data-cropy2=\"114\" data-imgfileid=\"100228883\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-cc7eef797d12130818e244c27993f4f1-1.jpg\" \/><\/span><\/sub><span style=\"font-size: 15px\"><span>\u65b9\u5411\u7684\u611f\u77e5\u68af\u5ea6\u5bf9\u4e8e\u9009\u5b9a\u7684\u89d2\u5ea6\u662f\u4e0d\u53d8\u7684\u2014\u2014\u8fd9\u4ec5\u4ec5\u662f\u53c2\u8003\u7cfb\u7684\u7b80\u5355\u53d8\u6362\u3002\u7136\u800c\uff0c\u57fa\u4e8e\u50cf\u7d20\u7684\u6a21\u578b\u5e76\u6ca1\u6709\u8fd9\u4e48\u7b80\u5355\uff0c\u65cb\u8f6c\u50cf\u7d20\u56fe\u5f62\u65f6\u9700\u8981\u5904\u7406\u53ef\u80fd\u975e\u53cc\u5c04\u7684\u6620\u5c04\uff0c\u5e76\u4e14\u4f20\u7edf\u505a\u6cd5\u8fd8\u6d89\u53ca\u50cf\u7d20\u95f4\u63d2\u503c\uff0c\u8fd9\u662f\u56e0\u4e3a\u5355\u4e2a\u50cf\u7d20\u65cb\u8f6c\u540e\u5f80\u5f80\u4f1a\u8986\u76d6\u591a\u4e2a\u50cf\u7d20\u533a\u57df\u3002\u4e0a\u8ff0\u56fe\u6848\u7684\u6210\u529f\u751f\u957f\u8868\u660e\uff0c\u6a21\u578b\u5bf9\u8bad\u7ec3\u8303\u56f4\u5916\u7684\u5e95\u5c42\u6761\u4ef6\u53d8\u5316\u5c55\u73b0\u51fa\u4e00\u5b9a\u7684\u9002\u5e94\u80fd\u529b\u3002<\/span><\/span><\/p>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h1>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u76f8\u5173\u5de5\u4f5c<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u5143\u80de\u81ea\u52a8\u673a\uff08CA\uff09\u4e0e\u504f\u5fae\u5206\u65b9\u7a0b\uff08PDEs\uff09<\/span><\/span><\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u73b0\u6709\u5927\u91cf\u6587\u732e\u8bb0\u8f7d\u4e86\u5404\u7c7bCA\u4e0ePDE\u7cfb\u7edf\uff0c\u53ca\u5176\u5728\u7269\u7406\u3001\u751f\u7269\u4e43\u81f3\u793e\u4f1a\u7cfb\u7edf\u5efa\u6a21\u4e2d\u7684\u5e94\u7528\u3002\u867d\u65e0\u6cd5\u5168\u9762\u6982\u8ff0\u8be5\u9886\u57df\uff0c\u4f46\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e00\u4e9b\u542f\u53d1\u672c\u7814\u7a76\u7684\u4ee3\u8868\u6027\u7814\u7a76\u3002\u827e\u4f26\u00b7\u56fe\u7075\u65e9\u57281952\u5e74\u4fbf\u63d0\u51fa\u8457\u540d\u7684\u56fe\u7075\u6591\u56fe<\/span><span>\uff08Turing patterns\uff09<\/span><span>\uff0c\u6307\u51fa\u53cd\u5e94-\u6269\u6563\u7cfb\u7edf<\/span><span>\uff08reaction-diffusion systems\uff09<\/span><span>\u53ef\u6709\u6548\u6a21\u62df\u5f62\u6001\u53d1\u751f\u4e2d\u7684\u5316\u5b66\u884c\u4e3a\u3002\u5176\u4e2d\u7ecf\u53d7\u65f6\u95f4\u8003\u9a8c\u7684\u683c\u96f7-\u65af\u79d1\u7279\u6a21\u578b<\/span><span>\uff08Gray-Scott model\uff09<\/span><span>\u5c24\u4e3a\u7a81\u51fa\uff0c\u4ec5\u7528\u5c11\u6570\u53d8\u91cf\u63a7\u5236\uff0c\u4fbf\u80fd\u5448\u73b0\u6781\u4e3a\u591a\u6837\u7684\u884c\u4e3a\u6a21\u5f0f\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd9\u79cd\u57fa\u4e8e\u4e3b\u4f53\u7684\u6a21\u578b\u65e9\u572820\u4e16\u7eaa40\u5e74\u4ee3\u6ca1\u6709\u4f7f\u7528\u8ba1\u7b97\u673a\u7684\u60c5\u51b5\u4e0b\uff0c\u51af\u00b7\u8bfa\u4f9d\u66fc\u5c31\u63d0\u51fa\u5728CA\u73af\u5883\u4e2d\u7684\u81ea\u590d\u5236\u673a\uff0c\u5b83\u88ab\u8ba4\u4e3a\u662f\u81ea\u52a8\u673a\u7406\u8bba Automata Theory\u3001\u590d\u6742\u7cfb\u7edf\u548c\u4eba\u5de5\u751f\u547d\u7684\u57fa\u7840\u3002\u800c\u57fa\u4e8e\u4e3b\u4f53\u7684\u6a21\u578b\u53e6\u4e00\u4e2a\u8fdb\u6b65\u662f\u7531\u82f1\u56fd\u6570\u5b66\u5bb6\u7ea6\u7ff0\u00b7\u4f55\u987f\u00b7\u5eb7\u5a01 John Horton Conway\u572820\u4e16\u7eaa70\u5e74\u4ee3\u4fc3\u6210\u7684\uff0c\u4ed6\u5efa\u9020\u4e86\u8457\u540d\u7684\u751f\u547d\u6e38\u620f\u3002\u4e0e\u51af\u00b7\u8bfa\u4f9d\u66fc\u7684\u673a\u5668\u4e0d\u540c\uff0c\u5eb7\u5a01\u7684\u751f\u547d\u6e38\u620f<\/span><span>\uff08 Conway&#8217;s Game of Life\uff09<\/span><span>\u4ee5\u4e8c\u7ef4\u68cb\u76d8\u7684\u5f62\u5f0f\u5728\u865a\u62df\u4e16\u754c\u4e2d\u4ee5\u6781\u5176\u7b80\u5355\u7684\u89c4\u5219\u64cd\u4f5c\u300220\u4e16\u7eaa80\u5e74\u4ee3\uff0c\u53f2\u8482\u82ac\u00b7\u6c83\u5c14\u592b\u52d2\u59c6 Stephen \u6c83\u5c14\u5f17\u62c9\u59c6\u5bf9\u4e00\u7ef4\u5143\u80de\u81ea\u52a8\u673a\u8fdb\u884c\u4e86\u7cfb\u7edf\u7684\u7814\u7a76\uff0c\u4ed6\u79f0\u5176\u4e3a\u521d\u7b49\u5143\u80de\u81ea\u52a8\u673a\uff0c\u8fd9\u4e9b\u89c4\u5219\u88ab\u6307\u51fa\u662f<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u56fe\u7075\u5b8c\u5907 Turing-complete<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u7684\u3002\u51762002\u5e74\u51fa\u7248\u7684\u300a\u4e00\u79cd\u65b0\u79d1\u5b66\u300b<\/span><span>\uff08A New Kind of Science\uff09<\/span><span>\u5bf9\u50cf\u5143\u80de\u81ea\u52a8\u673a\u8fd9\u6837\u7684\u8ba1\u7b97\u7cfb\u7edf\u8fdb\u884c\u7ecf\u9a8c\u5316\u4e0e\u7cfb\u7edf\u5316\u7684\u7814\u7a76\uff0c\u5e76\u547c\u5401\u8303\u5f0f\u53d8\u9769\uff0c\u4e3b\u5f20\u5c06\u57fa\u672c\u8ba1\u7b97\u673a\u7a0b\u5e8f<\/span><span>\uff08\u5982CA\uff09<\/span><span>\u4f5c\u4e3a\u5de5\u5177\u63a2\u7d22\u81ea\u7136\u754c\u4e2d\u590d\u6742\u7684\u6a21\u5f0f\u548c\u8fc7\u7a0b\uff0c\u4ee5\u91cd\u5851\u6211\u4eec\u8ba4\u77e5\u4e16\u754c\u7684\u6846\u67b6\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd1\u5e74\u6765\uff0c\u7814\u7a76\u8005\u4eec\u6b63\u4e0d\u65ad\u7a81\u7834\u8fd9\u4e00\u6846\u67b6\uff0c\u5c06\u5176\u5ef6\u4f38\u5230\u66f4\u4e3a\u5e7f\u9614\u7684\u8fde\u7eed\u7a7a\u95f4\u4e2d\u3002\u4f8b\u5982\uff0c\u62c9\u592b\u52d2\u63d0\u51fa\u7684&nbsp;<\/span><\/span><strong style=\"font-size: 15px\"><span><span>SmoothLife<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>&nbsp;\u6a21\u578b\uff0c\u901a\u8fc7\u5f15\u5165\u8fde\u7eed\u7a7a\u95f4\u548c\u8fde\u7eed\u72b6\u6001\u7684\u6982\u5ff5\uff0c\u6709\u6548\u5730\u6a21\u7cca\u4e86\u79bb\u6563\u4e0e\u8fde\u7eed\u4e4b\u95f4\u7684\u754c\u9650\uff0c\u4e3a\u6a21\u62df\u66f4\u52a0\u5e73\u6ed1\u3001\u6d41\u52a8\u7684\u751f\u547d\u73b0\u8c61\u63d0\u4f9b\u4e86\u7406\u8bba\u57fa\u7840\u3002\u800c\u9648\u7684&nbsp;<\/span><\/span><strong style=\"font-size: 15px\"><span><span>Lenia<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>&nbsp;\u5219\u5728\u6b64\u57fa\u7840\u4e0a\u66f4\u8fdb\u4e00\u6b65\uff0c\u4e0d\u4ec5\u53d1\u73b0\u4e86\u5b8c\u6574\u7684\u201c\u751f\u547d\u5f62\u6001\u201d\u7c7b\u522b\uff0c\u8fd8\u5efa\u7acb\u8d77\u4e86\u4e00\u6574\u5957\u7cfb\u7edf\u5316\u7684\u5206\u7c7b\u4f53\u7cfb\uff0c\u4f7f\u5f97\u5404\u79cd\u590d\u6742\u81ea\u7ec4\u7ec7\u884c\u4e3a\u5f97\u4ee5\u79d1\u5b66\u5f52\u7eb3\u548c\u6df1\u5165\u89e3\u6790\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e0e\u6b64\u540c\u65f6\uff0c\u501f\u52a9\u8fdb\u5316\u7b97\u6cd5\u7684\u5f3a\u5927\u80fd\u529b\uff0c\u7814\u7a76\u8005\u4eec\u6b63\u63a2\u7d22\u901a\u8fc7\u81ea\u52a8\u641c\u7d22\u65b9\u5f0f\u53d1\u73b0\u65b0\u578b\u5143\u80de\u81ea\u52a8\u673a\u89c4\u5219\u7684\u65b9\u6cd5\u3002\u8fd9\u7c7b\u65b9\u6cd5\u80fd\u591f\u6839\u636e\u9884\u8bbe\u76ee\u6807\u81ea\u52a8\u4f18\u5316\u89c4\u5219\uff0c\u4ea7\u751f\u65e2\u80fd\u590d\u73b0\u7279\u5b9a\u56fe\u6848\uff0c\u53c8\u5177\u5907\u81ea\u6211\u4fee\u590d\u80fd\u529b\u7684\u7cfb\u7edf\u3002\u4ee5 J\u00b7\u7c73\u52d2\u7684\u5b9e\u9a8c\u4e3a\u4f8b\uff0c\u4ed6\u5229\u7528\u8fdb\u5316\u7b97\u6cd5\u8bbe\u8ba1\u51fa\u4e00\u7ec4\u7279\u6b8a\u89c4\u5219\uff0c\u4f7f\u5f97\u6cd5\u56fd\u56fd\u65d7\u56fe\u6848\u80fd\u591f\u4ece\u4e00\u4e2a\u5355\u4e00\u7684\u79cd\u5b50\u7ec6\u80de\u5f00\u59cb\u751f\u957f\uff0c\u5e76\u5728\u906d\u53d7\u5c40\u90e8\u7834\u574f\u540e\u5b9e\u73b0\u81ea\u6211\u4fee\u590d\u3002\u8fd9\u4e0d\u4ec5\u5c55\u793a\u4e86\u8fdb\u5316\u7b97\u6cd5\u5728\u590d\u6742\u7cfb\u7edf\u8bbe\u8ba1\u4e2d\u7684\u6f5c\u529b\uff0c\u4e5f\u4e3a\u5143\u80de\u81ea\u52a8\u673a\u5728\u4eba\u5de5\u751f\u547d\u548c\u81ea\u7ec4\u7ec7\u7cfb\u7edf\u9886\u57df\u7684\u5e94\u7528\u5f00\u8f9f\u4e86\u65b0\u7684\u9053\u8def\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\u7684\u52a0\u901f\u5b9e\u73b0\u4e0eCAX\u6846\u67b6<\/span><\/span><\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u968f\u7740\u53ef\u5fae\u5206\u5143\u80de\u81ea\u52a8\u673a\u5728\u5f62\u6001\u53d1\u751f\u3001\u81ea\u4fee\u590d\u7cfb\u7edf\u7b49\u9886\u57df\u7684\u5e94\u7528\u9010\u6e10\u6df1\u5165\uff0c\u6a21\u578b\u7684\u9ad8\u6548\u5b9e\u73b0\u4e0e\u7075\u6d3b\u6269\u5c55\u4e5f\u6210\u4e3a\u7814\u7a76\u5b9e\u8df5\u4e2d\u7684\u5173\u952e\u95ee\u9898\uff0cCA\u9886\u57df\u5df2\u50ac\u751f\u51fa\u4f17\u591a\u5de5\u5177\u548c\u5e93\uff0c\u7528\u4e8e\u652f\u6301\u76f8\u5173\u7814\u7a76\u4e0e\u5b9e\u9a8c\uff0c\u5176\u4e2d&nbsp;<\/span><\/span><strong style=\"font-size: 15px\"><span><span>CellPyLib<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff08Antunes, 2021\uff09<\/span><span>\u6210\u4e3a\u6700\u53d7\u6b22\u8fce\u548c\u901a\u7528\u6027\u6700\u5f3a\u7684 Python \u5e93\u4e4b\u4e00\u3002\u5b83\u63d0\u4f9b\u4e86\u7b80\u6d01\u800c\u5f3a\u5927\u7684\u63a5\u53e3\uff0c\u652f\u6301\u4e00\u7ef4\u548c\u4e8c\u7ef4 CA\uff0c\u517c\u5bb9\u79bb\u6563\u4e0e\u8fde\u7eed\u72b6\u6001\uff0c\u975e\u5e38\u9002\u5408\u4f5c\u4e3a\u6bd4\u8f83\u7814\u7a76\u7684\u57fa\u7ebf\u5de5\u5177\u3002\u5c3d\u7ba1 GitHub \u4e0a\u6709\u591a\u4e2a\u4ee3\u7801\u5e93\u590d\u73b0\u4e86\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\u76f8\u5173\u8bba\u6587\u7684\u7ed3\u679c\uff0c\u4f46\u8fd9\u4e9b\u5b9e\u73b0\u901a\u5e38\u805a\u7126\u8f83\u7a84\uff0c\u529f\u80fd\u6709\u9650\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u8fde\u7eed\u5143\u80de\u81ea\u52a8\u673a\u7814\u7a76\u7684\u8fdb\u5c55\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>JAX<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>&nbsp;\u6846\u67b6\u6210\u4e3a\u5176\u4e2d\u7684\u91cd\u8981\u6280\u672f\u652f\u6491\u3002\u5305\u62ec&nbsp;<\/span><\/span><strong style=\"font-size: 15px\"><span><span>Lenia<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff08Chan, 2020\uff09<\/span><span>&nbsp;\u548c&nbsp;<\/span><\/span><strong style=\"font-size: 15px\"><span><span>Leniabreeder<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff08Faldor \u4e0e Cully, 2024\uff09<\/span><span>\u5728\u5185\u7684 JAX \u5b9e\u73b0\uff0c\u63a8\u52a8\u4e86\u8fde\u7eed CA \u5728\u5f00\u653e\u5f0f\u6f14\u5316\u6a21\u62df\u4e2d\u7684\u5927\u89c4\u6a21\u5e94\u7528<\/span><span>\uff08Chan, 2023\uff09<\/span><span>\u3002\u5c3d\u7ba1\u8fd9\u4e9b\u5df2\u6709\u5b9e\u73b0\u5c55\u793a\u4e86 JAX \u5728 CA \u7814\u7a76\u4e2d\u7684\u5de8\u5927\u6f5c\u529b\uff0c\u4f46\u4e5f\u66b4\u9732\u51fa\u5f53\u524d\u5de5\u5177\u7684\u5c40\u9650\u6027\uff1a\u73b0\u6709\u5de5\u5177\u5f80\u5f80\u4e13\u4e3a\u7279\u5b9a\u7c7b\u578b\u7684\u5143\u80de\u81ea\u52a8\u673a\u8bbe\u8ba1<\/span><span>\uff08\u5982\u79bb\u6563\u578b\u30011D \u6216 2D\uff09<\/span><span>\uff0c\u5e94\u7528\u8303\u56f4\u72ed\u7a84<\/span><span>\uff08\u5982\u4ec5\u590d\u73b0\u67d0\u4e00\u7c7b\u795e\u7ecf CA \u8bba\u6587\uff09<\/span><span>\uff0c\u6216\u7f3a\u4e4f\u786c\u4ef6\u52a0\u901f\u652f\u6301\u3002\u8fd9\u4e9b\u4e0d\u8db3\u51f8\u663e\u51fa\u4e00\u4e2a\u5f3a\u5927\u3001\u7075\u6d3b\u4e14\u9ad8\u6548\u7684 CA \u901a\u7528\u5e93\u7684\u5fc5\u8981\u6027\uff0c\u5b83\u5e94\u80fd\u8986\u76d6\u5e7f\u6cdb\u7684 CA \u7c7b\u578b\uff0c\u5e76\u5145\u5206\u5229\u7528\u73b0\u4ee3\u8ba1\u7b97\u786c\u4ef6\u3002<\/span><\/span><strong style=\"font-size: 15px\"><span><span>CAX<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>&nbsp;\u6b63\u662f\u4e3a\u6b64\u800c\u751f \u2014\u2014 \u4e00\u4e2a\u57fa\u4e8e JAX \u7684\u901a\u7528\u5de5\u5177\uff0c\u65e8\u5728\u52a0\u901f\u6574\u4e2a\u5143\u80de\u81ea\u52a8\u673a\u7814\u7a76\u9886\u57df\u7684\u53d1\u5c55\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">&nbsp;<\/span>\u2022&nbsp;<\/span><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u67b6\u6784\u548c\u8bbe\u8ba1\uff1a<\/span><\/span><span style=\"font-size: 15px\"><span>CAX \u4e3a\u6240\u6709\u7c7b\u578b\u7684\u5143\u80de\u81ea\u52a8\u673a\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u6846\u67b6\uff0c\u6db5\u76d6\u4efb\u610f\u7ef4\u5ea6\u7684\u79bb\u6563\u3001\u8fde\u7eed\u548c\u795e\u7ecf\u6a21\u578b\u3002\u8fd9\u79cd\u7075\u6d3b\u7684\u67b6\u6784\u5efa\u7acb\u5728\u4e24\u4e2a\u5173\u952e\u7ec4\u4ef6\u4e4b\u4e0a\uff1a\u611f\u77e5\u6a21\u5757\u548c\u66f4\u65b0\u6a21\u5757\u3002\u8fd9\u4e24\u4e2a\u6a21\u5757\u5171\u540c\u5b9a\u4e49\u4e86\u5143\u80de\u81ea\u52a8\u673a\u7684\u5c40\u90e8\u89c4\u5219\u3002\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\uff0c\u8fd9\u4e2a\u5c40\u90e8\u89c4\u5219\u88ab\u7edf\u4e00\u5e94\u7528\u4e8e\u7f51\u683c\u4e2d\u7684\u6240\u6709\u7ec6\u80de\uff0c\u751f\u6210\u7cfb\u7edf\u7684\u4e0b\u4e00\u4e2a\u5168\u5c40\u72b6\u6001\u3002CAX \u7684\u67b6\u6784\u5141\u8bb8\u8f7b\u677e\u7ec4\u5408\u4e0d\u540c\u7684\u611f\u77e5\u548c\u66f4\u65b0\u6a21\u5757\uff0c\u4f7f\u5f97\u53ef\u4ee5\u521b\u5efa\u5404\u79cd\u5143\u80de\u81ea\u52a8\u673a\u6a21\u578b\u3002\u8fd9\u79cd\u6a21\u5757\u5316\u8bbe\u8ba1\u8fd8\u901a\u8fc7\u5141\u8bb8\u7528\u6237\u5b9a\u4e49\u81ea\u5b9a\u4e49\u7684\u611f\u77e5\u548c\u66f4\u65b0\u6a21\u5757\uff0c\u540c\u65f6\u5229\u7528\u5e93\u63d0\u4f9b\u7684\u73b0\u6709\u57fa\u7840\u8bbe\u65bd\uff0c\u4fc3\u8fdb\u4e86\u5bf9\u65b0\u578b\u5143\u80de\u81ea\u52a8\u673a\u7c7b\u578b\u7684\u5b9e\u9a8c\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span><img class=\"rich_pages wxw-img\" data-ratio=\"0.2653846153846154\" data-type=\"png\" data-w=\"520\" data-width=\"520\" data-height=\"138\" data-imgfileid=\"100228843\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-fd9be9166ac6af86242f3046d328a795.png\" \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.5em\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7ibzsj1ctz\" data-pm-slice=\"0 0 []\"><span>CAX\u7684\u9ad8\u5c42\u67b6\u6784\uff0c\u8bf4\u660e\u4e86\u611f\u77e5\u548c\u66f4\u65b0\u6a21\u5757\u7684\u6a21\u5757\u5316\u8bbe\u8ba1\u3002\u8fd9\u79cd\u7075\u6d3b\u7684\u7ed3\u6784\u652f\u6301\u591a\u7ef4\u5ea6\u7684\u5404\u79cdCA\u7c7b\u578b\uff08Maxence Faldor&amp;Antoine Cully\uff0c2025\uff09<\/span><\/span><\/p>\n<ul style=\"list-style-type: circle;margin-left: 16px;margin-right: 16px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u611f\u77e5\u6a21\u5757<\/span><span>\uff1a<\/span><\/span><span style=\"font-size: 15px\"><span>CAX \u4e2d\u7684\u611f\u77e5\u6a21\u5757\u8d1f\u8d23\u4ece\u6bcf\u4e2a\u7ec6\u80de\u7684\u90bb\u57df\u4e2d\u6536\u96c6\u4fe1\u606f\u3002\u8fd9\u4e9b\u4fe1\u606f\u968f\u540e\u7531\u66f4\u65b0\u6a21\u5757\u7528\u4e8e\u786e\u5b9a\u7ec6\u80de\u7684\u4e0b\u4e00\u4e2a\u72b6\u6001\u3002CAX \u63d0\u4f9b\u4e86\u591a\u79cd\u611f\u77e5\u673a\u5236\uff0c\u5305\u62ec\u5377\u79ef\u611f\u77e5\u3001\u6df1\u5ea6\u5377\u79ef\u611f\u77e5\u548c\u5feb\u901f\u5085\u91cc\u53f6\u53d8\u6362\u611f\u77e5\u3002\u611f\u77e5\u6a21\u5757\u8bbe\u8ba1\u7075\u6d3b\uff0c\u53ef\u6839\u636e\u4e0d\u540c\u7c7b\u578b\u7684\u5143\u80de\u81ea\u52a8\u673a\u8fdb\u884c\u5b9a\u5236\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u66f4\u65b0\u6a21\u5757<\/span><span>\uff1a<\/span><\/span><span style=\"font-size: 15px\"><span>CAX \u4e2d\u7684\u66f4\u65b0\u6a21\u5757\u8d1f\u8d23\u6839\u636e\u5f53\u524d\u72b6\u6001\u548c\u611f\u77e5\u6a21\u5757\u6536\u96c6\u7684\u4fe1\u606f\u786e\u5b9a\u6bcf\u4e2a\u7ec6\u80de\u7684\u4e0b\u4e00\u4e2a\u72b6\u6001\u3002CAX \u63d0\u4f9b\u4e86\u591a\u79cd\u66f4\u65b0\u673a\u5236\uff0c\u5305\u62ec\u591a\u5c42\u611f\u77e5\u5668\u66f4\u65b0\u3001\u6b8b\u5dee\u66f4\u65b0\u548c\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\u66f4\u65b0\u3002\u4e0e\u611f\u77e5\u6a21\u5757\u4e00\u6837\uff0c\u66f4\u65b0\u6a21\u5757\u8bbe\u8ba1\u7075\u6d3b\uff0c\u53ef\u6839\u636e\u4e0d\u540c\u7684\u5143\u80de\u81ea\u52a8\u673a\u6a21\u578b\u8fdb\u884c\u5b9a\u5236\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px\"><span data-pm-slice=\"0 0 []\" data-mpa-action-id=\"ma7ipe381coe\"><span style=\"font-size: 15px\"><span>&nbsp;\u2022&nbsp;<span style=\"font-weight: bold\">\u6027\u80fd\uff1a<\/span><\/span><\/span><\/span><span style=\"font-size: 15px\"><span>CAX \u5229\u7528 JAX \u5f3a\u5927\u7684\u5411\u91cf\u5316\u548c\u626b\u63cf\u529f\u80fd\uff0c\u5728\u5404\u79cd\u5143\u80de\u81ea\u52a8\u673a\u6a21\u578b\u4e0a\u5b9e\u73b0\u4e86\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347\u3002\u5bf9\u4e8e\u57fa\u672c\u7684\u5143\u80de\u81ea\u52a8\u673a\uff0cCAX \u76f8\u8f83\u4e8e CellPyLib \u5b9e\u73b0\u4e86 1400 \u500d\u7684\u52a0\u901f\u3002\u5728\u5eb7\u5a01\u7684\u751f\u547d\u6e38\u620f\u6a21\u62df\u4e2d\uff0c\u76f8\u5bf9\u4e8e CellPyLib \u5b9e\u73b0\u4e86 2000 \u500d\u7684\u52a0\u901f\u3002arXiv<\/span><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>CAX \u63d0\u4f9b\u4e86\u4e00\u5957\u4e30\u5bcc\u7684\u5b9e\u7528\u51fd\u6570\uff0c\u4ee5\u652f\u6301\u5143\u80de\u81ea\u52a8\u673a\u7814\u7a76\u7684\u5404\u4e2a\u65b9\u9762\u3002\u63d0\u4f9b\u4e86\u9ad8\u8d28\u91cf\u7684\u91c7\u6837\u6c60\u6280\u672f\u5b9e\u73b0\uff0c\u8fd9\u5bf9\u4e8e\u8bad\u7ec3\u7a33\u5b9a\u7684\u751f\u957f\u578b\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\u81f3\u5173\u91cd\u8981\u3002\u4e3a\u4e86\u4fc3\u8fdb\u65e0\u76d1\u7763\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a\u7684\u8bad\u7ec3\u5e76\u5728\u5143\u80de\u81ea\u52a8\u673a\u6846\u67b6\u5185\u5b9e\u73b0\u751f\u6210\u5efa\u6a21\uff0cCAX \u96c6\u6210\u4e86\u53d8\u5206\u81ea\u7f16\u7801\u5668\u7684\u5b9e\u73b0\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u795e\u7ecf\u7f51\u7edc\u4e0e\u81ea\u7ec4\u7ec7<\/span><\/span><\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/span><span>\uff08CNN\uff09<\/span><span>\u4e0eCA\u4e4b\u95f4\u7684\u7d27\u5bc6\u5173\u7cfb\u5df2\u7ecf\u88ab\u4e0d\u5c11\u7814\u7a76\u4eba\u5458\u89c2\u5bdf\u5230\u3002\u8fd9\u79cd\u5173\u8054\u5982\u6b64\u76f4\u63a5\uff0c\u4ee5\u81f3\u4e8e\u6211\u4eec\u80fd\u591f\u4f7f\u7528\u6d41\u884c\u673a\u5668\u5b66\u4e60\u6846\u67b6\u4e2d\u73b0\u6210\u7684\u7ec4\u4ef6\u6784\u5efa\u795e\u7ecf\u5143\u80de\u81ea\u52a8\u673a<\/span><span>\uff08Neural CA\uff09<\/span><span>\u6a21\u578b\uff0c\u6539\u7528\u4e0d\u540c\u672f\u8bed\u6765\u8bf4\uff0c\u53ef\u79f0\u4e3a&#8221;\u5e26\u9010\u50cf\u7d20\u5931\u6d3b&#8221;\u7684\u5faa\u73af\u6b8b\u5dee\u5377\u79ef\u7f51\u7edc\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>Neural GPU\u7684\u8ba1\u7b97\u67b6\u6784\u4e0e\u6211\u4eec\u9ad8\u5ea6\u76f8\u4f3c\uff0c\u4e0d\u8fc7\u5b83\u4e3b\u8981\u7528\u4e8e\u5b66\u4e60\u4e58\u6cd5\u8fd0\u7b97\u4ee5\u53ca\u6392\u5e8f\u7b97\u6cd5\u3002\u8fd9\u79cd\u67b6\u6784\u76f8\u4f3c\u6027\u6697\u793a\uff0c\u57fa\u7840\u8ba1\u7b97\u6a21\u578b\u5177\u6709\u8de8\u9886\u57df\u901a\u7528\u6f5c\u529b\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4ece\u66f4\u5e7f\u6cdb\u7684\u89c6\u89d2\u770b\uff0c\u968f\u7740\u56fe\u795e\u7ecf\u7f51\u7edc<\/span><span>\uff08GNN\uff09<\/span><span>[20] \u6a21\u578b\u7684\u666e\u53ca\uff0c\u81ea\u7ec4\u7ec7\u6982\u5ff5\u6b63\u5728\u8fdb\u5165\u4e3b\u6d41\u673a\u5668\u5b66\u4e60\u9886\u57df\u3002\u5178\u578b\u5e94\u7528\u4e2d\uff0c\u8fd9\u4e9b\u7f51\u7edc\u4f1a\u5728\u52a8\u6001\u56fe\u7ed3\u6784\u9876\u70b9\u4e0a\u6267\u884c\u5faa\u73af\u8ba1\u7b97\u3002\u9876\u70b9\u901a\u8fc7\u8fb9\u4e0e\u76f8\u90bb\u8282\u70b9\u4ea4\u6362\u4fe1\u606f\uff0c\u7ecf\u8fc7\u591a\u8f6e\u4fe1\u606f\u4f20\u9012\uff0c\u5b83\u4eec\u9010\u6b65\u6536\u96c6\u5168\u5c40\u6570\u636e\u3002\u8fd9\u7c7b\u4f3c\u4e8e\u539f\u5b50\u76f8\u4e92\u4f5c\u7528\u6700\u7ec8\u5f62\u6210\u5206\u5b50\u7279\u6027\uff0c\u4e5f\u5982\u70b9\u4e91\u4e2d\u76f8\u90bb\u70b9\u6c9f\u901a\uff0c\u5171\u540c\u52fe\u52d2\u6574\u4f53\u5f62\u72b6\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u4f20\u7edf\u52a8\u6001\u56fe\u7f51\u7edc<\/span><span>\uff08dynamic graph networks\uff09<\/span><span>\u7814\u7a76\u4e2d\uff0c\u81ea\u7ec4\u7ec7\u540c\u6837\u5c55\u73b0\u72ec\u7279\u4ef7\u503c\uff0c\u7814\u7a76\u8005\u901a\u8fc7\u8fdb\u5316\u81ea\u7ec4\u88c5\u667a\u80fd\u4f53<\/span><span>\uff08self-assembling agents\uff09<\/span><span>\uff0c\u6210\u529f\u89e3\u51b3\u591a\u79cd\u865a\u62df\u4efb\u52a1\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u7fa4\u4f53\u673a\u5668\u4eba\u5b66<\/span><\/span><\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e00\u4e2a\u5c55\u793a\u81ea\u7ec4\u7ec7\u6700\u60ca\u4eba\u7684\u4f8b\u5b50\u5f53\u5c5e\u5728\u7fa4\u4f53\u884c\u4e3a\u5efa\u6a21<\/span><span>\uff08collective behavior modeling\uff09<\/span><span>\u9886\u57df\u4e2d\u7684\u5e94\u7528\u3002\u65e9\u57281987\u5e74\uff0c\u96f7\u8bfa\u7684Boids\u6a21\u578b\u4ec5\u7528\u4e09\u6761\u89c4\u5219\u5c31\u7cbe\u786e\u6a21\u62df\u9e1f\u7c7b\u7684\u7fa4\u96c6\u884c\u4e3a\u3002\u5982\u4eca\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u5c0f\u578b\u673a\u5668\u4eba\u4e2d\u5d4c\u5165\u7a0b\u5e8f\uff0c\u5728\u5b9e\u4f53\u8bbe\u5907\u9a8c\u8bc1\u7fa4\u4f53\u884c\u4e3a\uff0c\u5982Nervous System Project\u548cKilobots robots\u5b9e\u9a8c\u3002\u76ee\u524d\u7fa4\u4f53\u673a\u5668\u4eba\u7a0b\u5e8f\u4ecd\u9700\u4eba\u5de5\u8bbe\u8ba1\uff0c\u6211\u4eec\u671f\u5f85\u8fd9\u9879\u7814\u7a76\u80fd\u542f\u53d1\u65b0\u601d\u8def\uff0c\u63a8\u52a8\u901a\u8fc7\u53ef\u5fae\u5206\u5efa\u6a21\u81ea\u52a8\u751f\u6210\u7fa4\u4f53\u884c\u4e3a\u3002<\/span><\/span><\/p>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span><br \/><\/span><\/h1>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u8ba8\u8bba<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u80da\u80ce\u53d1\u751f\u5efa\u6a21<\/span><\/span><\/h2>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.3783231083844581\" data-type=\"gif\" data-w=\"489\" data-width=\"489\" data-height=\"185\" data-imgfileid=\"100228844\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-128ab5ef7b82752b08983e255251fc76.gif\" \/><\/section>\n<section style=\"text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"ma7ie92i1l18\" data-pm-slice=\"0 0 []\"><span>\u5177\u5907\u518d\u751f\u80fd\u529b\u7684\u53cc\u5934\u771f\u6da1\u866b\uff08planarian\uff09\uff0c\u6b63\u662f\u672c\u7814\u7a76\u7684\u7075\u611f\u6765\u6e90<\/span><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u672c\u6587\u63cf\u8ff0\u4e00\u79cd\u5173\u4e8e\u80da\u80ce\u53d1\u80b2\u4e0e\u518d\u751f\u7684\u57fa\u7840\u6a21\u578b\uff0c\u8fd9\u4e00\u7814\u7a76\u65b9\u5411\u5728\u751f\u7269\u5b66\u53ca\u66f4\u5e7f\u6cdb\u9886\u57df\u5177\u6709\u91cd\u8981\u5e94\u7528\u524d\u666f\u3002\u6df1\u5165\u7406\u89e3\u518d\u751f\u80fd\u529b\u7684\u6f14\u5316\u673a\u5236\u53ca\u5176\u8c03\u63a7\u539f\u7406\uff0c\u9664\u4e86\u5229\u7528\u8fd9\u4e9b\u7406\u89e3\u8fdb\u884c\u751f\u7269\u533b\u5b66\u4fee\u590d\u7684\u610f\u4e49\u4e4b\u5916\uff0c\u540c\u6837\u4e3a\u751f\u7269\u5de5\u7a0b\u9886\u57df\u5e26\u6765\u5168\u65b0\u673a\u9047\u3002\u968f\u7740\u8be5\u9886\u57df\u4ece\u5355\u7ec6\u80de\u96c6\u4f53\u7684\u5408\u6210\u751f\u7269\u5b66\u8f6c\u5411\u65b0\u578b\u6d3b\u4f53\u673a\u5668\u7684\u771f\u5b9e\u5408\u6210\u5f62\u6001\u7684\u53d1\u5c55\uff0c\u5f00\u53d1\u7f16\u7a0b\u7cfb\u7edf\u7ea7\u80fd\u529b<\/span><span>\uff08\u5982\u89e3\u5256\u7a33\u6001\uff0c\u5373\u518d\u751f\u4fee\u590d\uff09<\/span><span>\u7684\u7b56\u7565\u5c06\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u79d1\u5b66\u754c\u65e9\u5df2\u8ba4\u8bc6\u5230\uff0c\u67d0\u4e9b\u518d\u751f\u751f\u7269\u4f53\u80fd\u591f\u6062\u590d\u7279\u5b9a\u7684\u89e3\u5256\u6a21\u5f0f\uff0c\u4f46\u6700\u65b0\u7814\u7a76\u63ed\u793a\uff1a\u76ee\u6807\u5f62\u6001\u5e76\u975e\u76f4\u63a5\u7531DNA\u7f16\u7801\u51b3\u5b9a\uff0c\u800c\u662f\u901a\u8fc7\u751f\u7406\u56de\u8def\u52a8\u6001\u7ef4\u6301\u3002\u8fd9\u79cd\u56de\u8def\u5b9e\u9645\u4e0a\u5b58\u50a8\u7740\u89e3\u5256\u7a33\u6001\u7684\u8bbe\u5b9a\u503c\u3002\u4ee4\u4eba\u632f\u594b\u7684\u662f\uff0c\u73b0\u6709\u6280\u672f\u5df2\u80fd\u5bf9\u8be5\u8bbe\u5b9a\u503c\u8fdb\u884c\u6539\u5199\u3002\u4ee5\u53cc\u5934\u771f\u6da1\u866b\u4e3a\u4f8b\uff1a\u5c06\u5176\u5207\u5757\u7f6e\u4e8e\u6e05\u6c34\u73af\u5883\u540e\uff0c\u65e0\u9700\u4efb\u4f55\u5e72\u9884\uff0c\u518d\u751f\u7684\u540e\u4ee3\u4ecd\u80fd\u4fdd\u6301\u53cc\u5934\u5f62\u6001<\/span><span>\uff08\u89c1\u4e0a\u6587\u56fe\u793a\uff09<\/span><span>\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u56e0\u6b64\uff0c\u5f53\u524d\u8feb\u5207\u9700\u8981\u5efa\u7acb\u80fd\u591f\u5b58\u50a8\u7cfb\u7edf\u7ea7\u76ee\u6807\u72b6\u6001\u7684\u8ba1\u7b97\u6a21\u578b\uff0c\u8fd9\u5bf9\u7fa4\u4f53\u884c\u4e3a\u7814\u7a76\u5c24\u4e3a\u91cd\u8981\u3002\u901a\u8fc7\u7cbe\u786e\u8c03\u63a7\u4fe1\u606f\u7ed3\u6784\uff0c\u4ece\u800c\u5b9e\u73b0\u9884\u671f\u7684\u5927\u89c4\u6a21\u7ed3\u679c\uff0c\u8fd9\u4e00\u7a81\u7834\u5c06\u6709\u6548\u89e3\u51b3\u9006\u5411\u5de5\u7a0b\u96be\u9898\uff0c\u4e3a\u518d\u751f\u533b\u5b66\u7b49\u9886\u57df\u5e26\u6765\u5b9e\u8d28\u6027\u8fdb\u5c55\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u5de5\u7a0b\u5b66\u4e0e\u673a\u5668\u5b66\u4e60<\/span><\/span><\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u672c\u6587\u6a21\u578b\u8fd0\u884c\u4e8e\u73b0\u4ee3\u8ba1\u7b97\u673a\u6216\u667a\u80fd\u624b\u673a\u7684\u9ad8\u6027\u80fdGPU\u4e0a\u3002\u7136\u800c\uff0c\u73b0\u5728\u8bbe\u60f3\uff1a\u82e5\u4ee5\u66f4\u8d34\u8fd1\u7269\u7406\u5b9e\u4f53\u7684\u65b9\u5f0f\u5b9e\u73b0\u8be5\u7cfb\u7edf\uff0c\u4f1a\u5448\u73b0\u4f55\u79cd\u5f62\u6001\uff1f\u4e0d\u59a8\u60f3\u8c61\u4e00\u4e2a\u7531\u5fae\u578b\u72ec\u7acb\u8ba1\u7b97\u673a\u7ec4\u6210\u7684\u7f51\u683c\uff0c\u6bcf\u4e2a\u8ba1\u7b97\u673a\u6a21\u62df\u5355\u4e2a\u7ec6\u80de\uff0c\u8fd9\u4e9b\u8ba1\u7b97\u673a\u9700\u8981\u7ea610KB\u7684 ROM\uff0c\u7528\u4e8e\u5b58\u50a8&#8221;\u7ec6\u80de\u57fa\u56e0\u7ec4&#8221;\u2014\u2014\u5373\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u4e0e\u63a7\u5236\u4ee3\u7801\uff0c\u5e76\u9700\u8981256\u5b57\u8282\u7684 RAM\u6765\u4fdd\u5b58\u7ec6\u80de\u72b6\u6001\u53ca\u4e2d\u95f4\u6fc0\u6d3b\u503c\u3002\u6bcf\u4e2a\u7ec6\u80de\u5fc5\u987b\u80fd\u5c0616\u7ef4\u72b6\u6001\u5411\u91cf\u4f20\u9012\u7ed9\u76f8\u90bb\u7ec6\u80de\uff0c\u5e76\u914d\u5907RGB\u4e8c\u6781\u7ba1\u4ee5\u663e\u793a\u5bf9\u5e94\u50cf\u7d20\u989c\u8272\u3002\u5355\u4e2a\u7ec6\u80de\u7684\u66f4\u65b0\u5927\u7ea6\u9700\u898110,000\u6b21\u4e58\u52a0\u8fd0\u7b97\uff0c\u4e14\u65e0\u9700\u5168\u7f51\u683c\u540c\u6b65\u3002\u6211\u4eec\u5efa\u8bae\u7ec6\u80de\u53ef\u4ee5\u5728\u66f4\u65b0\u4e4b\u95f4\u7b49\u5f85\u968f\u673a\u7684\u65f6\u95f4\u95f4\u9694\u3002\u4e0a\u8ff0\u7cfb\u7edf\u662f\u5747\u5300\u5206\u5e03\u4e14\u53bb\u4e2d\u5fc3\u5316\u7684\uff0c\u4f46\u901a\u8fc7\u672c\u65b9\u6cd5\u7f16\u7a0b\uff0c\u4ecd\u80fd\u4f7f\u5176\u8fbe\u6210\u9884\u5b9a\u4e49\u7684\u5168\u5c40\u72b6\u6001\uff0c\u5e76\u5728\u591a\u5143\u7d20\u6545\u969c\u548c\u91cd\u542f\u7684\u60c5\u51b5\u4e0b\u6062\u590d\u8be5\u72b6\u6001\u3002\u56e0\u6b64\u63a8\u6d4b\uff0c\u6b64\u7c7b\u5efa\u6a21\u53ef\u7528\u4e8e\u8bbe\u8ba1\u53ef\u9760\u7684\u81ea\u7ec4\u7ec7\u667a\u80fd\u4f53\u3002\u5728\u673a\u5668\u5b66\u4e60\u7406\u8bba\u5c42\u9762\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u4e00\u4e2a\u53bb\u4e2d\u5fc3\u5316\u6a21\u578b\u5904\u7406\u590d\u6742\u4efb\u52a1\u7684\u5b9e\u4f8b\uff0c\u8be5\u65b9\u5411\u4e0e\u5f53\u524d\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7684\u5927\u591a\u6570\u7814\u7a76\u4e2d\u4f7f\u7528\u7684\u4f20\u7edf\u5168\u5c40\u5efa\u6a21\u65b9\u6cd5\u622a\u7136\u4e0d\u540c\uff0c\u671f\u5f85\u672c\u7814\u7a76\u80fd\u542f\u53d1\u66f4\u591a\u53bb\u4e2d\u5fc3\u5316\u5b66\u4e60\u6a21\u578b\u7684\u63a2\u7d22\u3002<\/span><\/span><\/p>\n<section><span data-lark-record-format=\"docx\/record\" style=\"font-size: 15px\"><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;text-align: justify;text-indent: 0px;text-transform: none;letter-spacing: 0.578px;line-height: 1.75em\" data-pm-slice=\"0 0 []\"><span><br \/><\/span><\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;text-align: center;justify-content: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin: 0px 0px -15px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 10px;max-width: 100%;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u300a\u4e00\u79cd\u65b0\u79d1\u5b66\u300b\u8bfb\u4e66\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/p>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em;, Arial, sans-serif\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u300a\u4e00\u79cd\u65b0\u79d1\u5b66\u300b\u4f5c\u4e3aStephen Wolfram\u7684\u5f00\u521b\u6027\u8457\u4f5c\uff0c\u5728\u4eba\u5de5\u667a\u80fd\u84ec\u52c3\u53d1\u5c55\u7684\u4eca\u5929\u91cd\u65b0\u7115\u53d1\u751f\u673a\u3002\u8be5\u4e66\u63a2\u8ba8\u7684\u7b80\u5355\u7a0b\u5e8f\u751f\u6210\u590d\u6742\u6027\u3001\u8ba1\u7b97\u666e\u904d\u6027\u548c\u6d8c\u73b0\u884c\u4e3a\u7b49\u6838\u5fc3\u6982\u5ff5\uff0c\u4e0e\u73b0\u4ee3AI\u548c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u57fa\u672c\u539f\u7406\u9ad8\u5ea6\u543b\u5408\u3002\u6700\u8fd1\u793e\u533a\u6210\u5458\u97e9\u53f8\u9633\u7b49\u8001\u5e08\u79ef\u6781\u63a8\u52a8\u300aA New Kind of Science\u300b\u5728\u56fd\u5185\u7684\u7ffb\u8bd1\u51fa\u7248\u5de5\u4f5c\uff0c\u6240\u4ee5\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u793e\u533a\u6210\u5458\u97e9\u53f8\u9633\u3001\u7ae0\u5f66\u535a\u3001\u5f90\u6069\u5ce4\u3001\u5f20\u6c5f\u4e00\u8d77\u8054\u5408\u53d1\u8d77<a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247694736&amp;idx=1&amp;sn=e7190bf846f68e76ed1ca45536b972a2&amp;chksm=e898a31ddfef2a0bd6e377c47982fca33d2ef4aa469c604fde2b348839e857c34b875a924ad7&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5173\u4e8e\u8fd9\u672c\u4e66\u7684\u8bfb\u4e66\u4f1a<\/a>\uff0c\u4ece9\u67081\u65e5\u8d77\uff0c\u6bcf\u5468\u65e5\u4e0a\u534810:00-12:00\u5f00\u59cb\u7cfb\u5217\u7684\u8ba8\u8bba\uff0c\u6b22\u8fce\u5927\u5bb6\u52a0\u5165\u8bfb\u4e66\u4f1a\uff0c\u505a\u8bfb\u4e66\u4f1a\u5206\u4eab\u6216\u8005\u8ba4\u9886\u7ffb\u8bd1\u4efb\u52a1\u3002<\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u672c\u6b21\u8bfb\u4e66\u4f1a\u4e3b\u8981\u662f\u4e3a\u4e86\u805a\u96c6\u66f4\u591a\u5bf9\u8fd9\u672c\u4e66\u548c\u8fd9\u5957\u7406\u8bba\u611f\u5174\u8da3\u7684\u63a2\u7d22\u8005\u4e00\u8d77\u6df1\u5ea6\u4ea4\u6d41\u78b0\u649e\uff0c\u5e76\u7ec4\u7ec7\u6709\u80fd\u529b\u7684\u7814\u7a76\u8005\u4e00\u540c\u5c06\u8fd9\u672c20\u5e74\u7684\u7ecf\u5178\u5de8\u4f5c\u7ffb\u8bd1\u6210\u4e2d\u6587\u7248\uff1b\u540c\u65f6\u4e5f\u662f\u60f3\u501f\u6b64\u673a\u4f1a\uff0c\u80fd\u591f\u6df1\u5165\u91cd\u8bfb\u7ecf\u5178\u300aA New Kind of Science\u300b\uff0c\u6316\u6398\u4e0e\u5f53\u524d\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6a21\u578b\u7814\u7a76\u6709\u7740\u6df1\u523b\u8054\u7cfb\uff0c\u5b66\u4e60Wolfram\u7684\u8de8\u5b66\u79d1\u65b9\u6cd5\u548c\u5bf9\u81ea\u7136\u754c\u6a21\u5f0f\u7684\u7814\u7a76\uff0c\u4e3aAI\u7b97\u6cd5\u4f18\u5316\u548c\u7cfb\u7edf\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u65b0\u89c6\u89d2\u3002\u5e2e\u52a9\u66f4\u591a\u7684\u5b66\u672f\u7814\u7a76\u8005\u548c\u6280\u672f\u5e94\u7528\u8005\u4ece\u66f4\u5e7f\u9614\u7684\u79d1\u5b66\u54f2\u5b66\u89d2\u5ea6\u5ba1\u89c6AI\u6280\u672f\uff0c\u6df1\u5316\u5bf9AI\u672c\u8d28\u7684\u7406\u89e3\uff0c\u5e76\u53ef\u80fd\u6fc0\u53d1\u89e3\u51b3\u5f53\u524dAI\u6311\u6218\u7684\u521b\u65b0\u601d\u8def\uff0c\u4e3a\u63a2\u7d22AI\u7684\u672a\u6765\u53d1\u5c55\u65b9\u5411\u63d0\u4f9b\u542f\u793a\u3002<\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em\"><span class=\"js_jump_icon h5_image_link\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: bottom;overflow: hidden\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.5714285714285714\" data-w=\"1050\" style=\"margin: 0px;padding: 0px;border: 0px;max-width: 100%;vertical-align: bottom;height: auto !important;width: 661px !important\" data-imgfileid=\"100211704\" src=\"\" \/><\/span><\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;text-align: justify;text-indent: 0em;text-transform: none;letter-spacing: 0.578px;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/section>\n<p style=\"margin: 0px 8px 5px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px;text-decoration: underline\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247694736&amp;idx=1&amp;sn=e7190bf846f68e76ed1ca45536b972a2&amp;chksm=e898a31ddfef2a0bd6e377c47982fca33d2ef4aa469c604fde2b348839e857c34b875a924ad7&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5168\u65b0\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u7ec4\u961f\u7814\u8bfb\u7ffb\u8bd1\u590d\u6742\u79d1\u5b66\u795e\u4e66\uff0c\u5f00\u542f\u201c\u4e00\u79cd\u65b0\u79d1\u5b66\u201d<\/a><\/span><\/span><\/p>\n<section><span><br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><strong style=\"letter-spacing: 0.544px;font-size: 16px;text-align: center;, Arial, sans-serif\"><strong style=\"text-align: left;font-family: PingFangSC-light;letter-spacing: 0.544px\"><span style=\"font-size: 15px;letter-spacing: 0.544px\"><span>\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><span>1.&nbsp;<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247712087&amp;idx=1&amp;sn=8f76ec65454a3eaa29be78eb1a4ab9e2&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u9006\u5411\u8bbe\u8ba1\u667a\u80fd\u7269\u8d28\uff1a\u53ef\u5fae\u5206\u903b\u8f91\u5143\u80de\u81ea\u52a8\u673a\u7834\u89e3\u6570\u5341\u5e74\u96be\u9898<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong><span><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>2.&nbsp;<a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247687488&amp;idx=1&amp;sn=94317200cb17686949f63b9f65d87ced&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u4e09\u79cd\u4fe1\u606f\u52a8\u529b\u5b66\uff1a\u5982\u4f55\u8bc6\u522b\u5143\u80de\u81ea\u52a8\u673a\u4e2d\u7684\u6d8c\u73b0\uff1f<\/span><\/a><\/span><\/strong><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">3.&nbsp;<a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247526490&amp;idx=3&amp;sn=cfc69afd00e6cff9a0dd17c5c1a16101&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u4ec0\u4e48\u662f\u5143\u80de\u81ea\u52a8\u673a | \u96c6\u667a\u767e\u79d1<\/span><\/a><\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><\/strong><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\" data-pm-slice=\"0 0 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">4.&nbsp;<\/span><\/strong><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710363&amp;idx=2&amp;sn=e373a26564cb72858b6c8de260ef2731&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u6e38\u620f\u5316\u79d1\u7814\u2014\u2014\u8ba9\u6211\u4eec\u7a81\u7834\u5185\u5377\u3001\u5171\u7814\u6d8c\u73b0<\/a><\/span><\/strong><\/strong><\/span><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">5.&nbsp;<\/span><\/strong><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px 8px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;clear: both;min-height: 1em;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;text-decoration: underline;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;strong&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710237&amp;idx=3&amp;sn=58ef1bd72e608f0778d03e8f271520c6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u63a2\u7d22\u8005\u8ba1\u5212 | \u96c6\u667a\u4ff1\u4e50\u90e82025\u5185\u5bb9\u56e2\u961f\u62db\u52df\uff08\u5168\u804c&amp;\u517c\u804c\uff09<\/a><\/span><\/strong><\/span><\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">6.&nbsp;<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247698432&amp;idx=2&amp;sn=2e1db9af7eaac616bdb42f1064841034&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u52a0\u5165\u96c6\u667a\uff0c\u73a9\u8f6c\u590d\u6742\uff0c\u5171\u521b\u6591\u56fe\uff01\u96c6\u667a\u4ff1\u4e50\u90e8\u7ebf\u4e0b\u5fd7\u613f\u8005\u62db\u52df<\/span><\/a><\/span><\/strong><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span><br \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span style=\", Arial, sans-serif;font-size: 15px;letter-spacing: 0.578px;text-indent: 0em\"><span><br \/><\/span><\/span><\/p>\n<section style=\"margin-bottom: 0px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em;margin-left: 0px;margin-right: 0px\"><span style=\"text-indent: 0em;font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left\"><span>\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed 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