{"id":43454,"date":"2023-07-02T16:43:16","date_gmt":"2023-07-02T08:43:16","guid":{"rendered":"https:\/\/swarma.org\/?p=43454"},"modified":"2023-07-02T16:43:16","modified_gmt":"2023-07-02T08:43:16","slug":"%e5%9b%a0%e6%9e%9c%e6%b6%8c%e7%8e%b0%e8%af%bb%e4%b9%a6%e4%bc%9a%e7%ac%ac%e4%b8%89%e5%ad%a3%e5%90%af%e5%8a%a8%ef%bc%9a%e6%b7%b1%e5%85%a5%e5%a4%9a%e5%b0%ba%e5%ba%a6%e5%a4%8d%e6%9d%82%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=43454","title":{"rendered":"\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u5b63\u542f\u52a8\uff1a\u6df1\u5165\u591a\u5c3a\u5ea6\u590d\u6742\u7cfb\u7edf\u6838\u5fc3\uff0c\u63a2\u7d22\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u5e94\u7528"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);visibility: 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0.578px;text-indent: 0em;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 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13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\">\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/strong><\/p>\n<\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;caret-color: var(--weui-BRAND);visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);text-align: start;visibility: visible;\">\u5173\u952e\u8bcd\uff1a<strong><span style=\"color: rgb(0, 0, 0);font-size: 13px;letter-spacing: 0.544px;text-decoration: none solid rgb(0, 0, 0);\">\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\uff0c\u9690\u7a7a\u95f4\u52a8\u529b\u5b66\u5b66\u4e60\uff0c\u8ba1\u7b97\u529b\u5b66\uff0c\u56e0\u679c\u6d8c\u73b0\u5e94\u7528\uff0c\u8111\u4e0e\u6d8c\u73b0\uff0c\u6d8c\u73b0\u63a2\u6d4b<\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;caret-color: var(--weui-BRAND);visibility: visible;\"><\/strong><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;caret-color: var(--weui-BRAND);visibility: visible;\"><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;width: 661px;visibility: visible;\">\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;visibility: visible;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098753\" data-ratio=\"0.07314814814814814\" data-type=\"png\" data-w=\"1080\" style=\"outline: 0px;vertical-align: middle;visibility: visible !important;width: 677px !important;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-6f9f672988af7db277f019eec3e6e952.png\"  \/><\/section>\n<\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);font-family: -apple-system, 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;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.578px;\">1. \u8bfb\u4e66\u4f1a\u4ecb\u7ecd<\/strong><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8de8\u5c3a\u5ea6\u3001\u8de8\u5c42\u6b21\u7684\u6d8c\u73b0\u662f\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u7684\u5173\u952e\u95ee\u9898\uff0c\u751f\u547d\u8d77\u6e90\u548c\u610f\u8bc6\u8d77\u6e90\u8fd9\u4e24\u5ea7\u4ef0\u4e4b\u5f25\u9ad8\u7684\u5927\u5c71\u662f\u5176\u4ee3\u8868\u3002\u800c\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u3001\u673a\u5668\u5b66\u4e60\u91cd\u6574\u5316\u6280\u672f\u3001\u4fe1\u606f\u8bba\u6216\u4fe1\u606f\u5206\u89e3\u7b49\u8fd1\u5e74\u6765\u65b0\u5174\u7684\u7406\u8bba\u4e0e\u5de5\u5177\uff0c\u6709\u671b\u7834\u89e3\u590d\u6742\u7cfb\u7edf\u7684\u6d8c\u73b0\u89c4\u5f8b\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u5373\u5c06\u8fce\u6765\u7b2c\u4e09\u5b63\uff0c\u6211\u4eec\u56de\u987e\u4e00\u4e0b\u524d\u4e24\u5b63\u7684\u8ba8\u8bba\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u7b2c\u4e00\u5b63\u7684\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u4e2d\uff0c\u6211\u4eec\u7cfb\u7edf\u5316\u5730\u68b3\u7406\u4e86\u56e0\u679c\u6d8c\u73b0\u7684\u6982\u5ff5\uff0c\u4ee5\u53ca\u5b83\u4e0eSloopy Model\u3001\u590d\u6742\u6027\u9608\u503c\u3001\u81ea\u6307\u7b49\u6982\u5ff5\u4e4b\u95f4\u7684\u8054\u7cfb\uff0c\u4e5f\u63a2\u8ba8\u4e86\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u5728\u590d\u6742\u7f51\u7edc\u3001\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u5e94\u7528\u3002\u6709\u5173\u7b2c\u4e00\u5b63\u8bfb\u4e66\u4f1a\u7684\u5185\u5bb9\uff0c\u8bf7\u53c2\u770b\uff1a<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247570983&amp;idx=1&amp;sn=8ad08765b6f4ec3f5038663539de803b&amp;chksm=e8968caadfe105bc6416681f6f24eb76bcd75a1f222f9f8669e3666dc575e9b1df037c070754&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\">\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u8fde\u63a5\u56e0\u679c\u3001\u6d8c\u73b0\u4e0e\u81ea\u6307\u2014\u2014\u8de8\u5c3a\u5ea6\u52a8\u529b\u5b66\u4e0e\u56e0\u679c\u89c4\u5f8b\u7684\u63a2\u7d22<\/span><span style=\"font-size: 15px;\"><\/span><\/a><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e8c\u5b63\u8bfb\u4e66\u4f1a\u63a2\u8ba8\u4e86\u6d8c\u73b0\u3001\u56e0\u679c\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u4e09\u5927\u4e3b\u9898\u7684\u878d\u5408\uff0c\u5305\u62ec\u4fe1\u606f\u8bba\u62d3\u5c55\u3001\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u3001\u56e0\u679c\u8868\u793a\u5b66\u4e60\u3001\u591a\u5c3a\u5ea6\u673a\u5668\u5b66\u4e60\u52a8\u529b\u5b66\u5efa\u6a21\u3002\u6211\u4eec\u6df1\u5165\u7814\u7a76\u8fd9\u4e9b\u9886\u57df\u7684\u6700\u65b0\u6587\u732e\u548c\u8fdb\u5c55\uff0c\u4ee5\u62d3\u5bbd\u5bf9\u56e0\u679c\u548c\u4fe1\u606f\u7b49\u6982\u5ff5\u7684\u7406\u89e3\u3002\u8bf7\u53c2\u770b\uff1a<\/span><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247615893&amp;idx=1&amp;sn=1a1cc5ac3d70a515ee7a0ff062788d63&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\">\u56e0\u679c\u3001\u6d8c\u73b0\u4e0e\u673a\u5668\u5b66\u4e60\uff1a\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u7b2c\u4e8c\u5b63\u542f\u52a8<\/span><\/a><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56e0\u679c\u6d8c\u73b0\u7b2c\u4e09\u5b63\u7684\u8bfb\u4e66\u4f1a\u4e2d\uff0c\u6211\u4eec\u5c06\u8fdb\u4e00\u6b65\u56f4\u7ed5\u56e0\u679c\u6d8c\u73b0\u7684\u6838\u5fc3\u95ee\u9898\u300c\u56e0\u679c\u6d8c\u73b0\u7684\u5b9a\u4e49\u300d\u4ee5\u53ca\u300c\u56e0\u679c\u6d8c\u73b0\u7684\u8fa8\u8bc6\u300d\u6765\u8fdb\u884c\u6df1\u5165\u5b66\u4e60\u548c\u8ba8\u8bba\uff0c\u5bf9 Erik Hoel \u63d0\u51fa\u7684 Causal Emergence\uff0cCausal Geometry \u7b49\u56e0\u679c\u6d8c\u73b0\u7684\u6838\u5fc3\u7406\u8bba\u8fdb\u884c\u63a2\u8ba8\u548c\u5256\u6790\uff0c\u5e76\u4e14\u8be6\u7ec6\u68b3\u7406\u5176\u4e2d\u6d89\u53ca\u5230\u7684\u65b9\u6cd5\u8bba\uff0c\u5305\u62ec\u4ece\u52a8\u529b\u5b66\u7ea6\u7b80\u3001\u9690\u7a7a\u95f4\u52a8\u529b\u5b66\u5b66\u4e60\u7b49\u5176\u4ed6\u7814\u7a76\u9886\u57df\u4e2d\u5b66\u4e60\u548c\u501f\u9274\u76f8\u5173\u7684\u7814\u7a76\u601d\u8def\uff0c\u6700\u540e\u63a2\u8ba8\u56e0\u679c\u6d8c\u73b0\u7684\u5e94\u7528\uff0c\u5305\u62ec\u57fa\u4e8e\u751f\u7269\u7f51\u7edc\u3001\u8111\u7f51\u7edc\u6216\u8005\u6d8c\u73b0\u63a2\u6d4b\u7b49\u95ee\u9898\u5c55\u5f00\u6269\u5c55\uff0c\u53d1\u6398\u66f4\u591a\u7684\u5b9e\u9645\u5e94\u7528\u573a\u666f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6211\u4eec\u5e0c\u671b\u901a\u8fc7\u56e0\u679c\u6d8c\u73b0\u8fd9\u4e09\u5b63\u8bfb\u4e66\u4f1a\u7684\u8ba8\u8bba\uff0c\u53ef\u4ee5\u6c89\u6dc0\u6210\u4e00\u7bc7\u5173\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u56e0\u679c\u4e0e\u6d8c\u73b0\u7684\u7efc\u8ff0\u6587\u7ae0\uff0c\u547c\u5e94 Entropy \u6742\u5fd7\u7684 <a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247660331&amp;idx=2&amp;sn=f87dfe6ce51c65c769d3efc9c5f83210&amp;chksm=e89929a6dfeea0b0e0f084f302c78017ff54936168e26dc5bc9b91e68947a0bea9c789944a1a&amp;scene=21#wechat_redirect\" textvalue=\"Causality and Complex Systems \u7279\u520a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">Causality and Complex Systems \u7279\u520a<\/a>\uff1b\u5f20\u6c5f\u8001\u5e08\u4e5f\u5e0c\u671b\u80fd\u64b0\u5199\u4e00\u672c\u5173\u4e8e\u300c\u6d8c\u73b0\u300d\u7406\u8bba\u7684\u79d1\u666e\u4e66\uff0c\u6b22\u8fce\u5927\u5bb6\u63d0\u51fa\u611f\u5174\u8da3\u7684\u95ee\u9898\uff0c\u5e76\u4e14\u575a\u6301\u50ac\u66f4\uff0c\u8ba9\u4f5c\u8005\u66f4\u6709\u52a8\u529b\u64b0\u5199\uff01<\/span><\/p>\n<p><span data-lark-record-data=\"{&quot;rootId&quot;:&quot;NRtSdnAcMoWHmZxFZT8cshEmnvb&quot;,&quot;text&quot;:{&quot;initialAttributedTexts&quot;:{&quot;text&quot;:{&quot;0&quot;:&quot;\u6211\u4eec\u5e0c\u671b\u901a\u8fc7\u56e0\u679c\u6d8c\u73b0\u8fd9\u4e09\u5b63\u8bfb\u4e66\u4f1a\u7684\u8ba8\u8bba\uff0c\u53ef\u4ee5\u6c89\u6dc0\u6210\u4e00\u7bc7\u5173\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u56e0\u679c\u4e0e\u6d8c\u73b0\u7684\u7efc\u8ff0\u6587\u7ae0\uff0c\u547c\u5e94 Entropy \u6742\u5fd7\u7684 Causality and Complex Systems \u7279\u520a\uff1b\u5f20\u6c5f\u8001\u5e08\u4e5f\u5e0c\u671b\u80fd\u64b0\u5199\u4e00\u672c\u5173\u4e8e\u300c\u6d8c\u73b0\u300d\u7406\u8bba\u7684\u79d1\u666e\u4e66\uff0c\u6b22\u8fce\u5927\u5bb6\u63d0\u51fa\u611f\u5174\u8da3\u7684\u95ee\u9898\uff0c\u5e76\u4e14\u575a\u6301\u50ac\u66f4\uff0c\u8ba9\u4f5c\u8005\u66f4\u6709\u52a8\u529b\u64b0\u5199\uff01&quot;},&quot;attribs&quot;:{&quot;0&quot;:&quot;*0+44&quot;}},&quot;apool&quot;:{&quot;numToAttrib&quot;:{&quot;0&quot;:[&quot;author&quot;,&quot;6994047728326033436&quot;]},&quot;nextNum&quot;:1}},&quot;type&quot;:&quot;text&quot;,&quot;referenceRecordMap&quot;:{},&quot;extra&quot;:{&quot;mention_page_title&quot;:{},&quot;external_mention_url&quot;:{}},&quot;isKeepQuoteContainer&quot;:false,&quot;isFromCode&quot;:false,&quot;selection&quot;:[{&quot;id&quot;:303,&quot;type&quot;:&quot;text&quot;,&quot;selection&quot;:{&quot;start&quot;:0,&quot;end&quot;:148},&quot;recordId&quot;:&quot;Rht1dY1proPjRJxQtkBcok4vnsg&quot;}],&quot;payloadMap&quot;:{},&quot;isCut&quot;:false}\" data-lark-record-format=\"docx\/text\"><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfb\u4e66\u4f1a\u5206\u4eab\u6846\u67b6\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.7934904601571269\" data-type=\"png\" data-w=\"891\" style=\"width: 395px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-f0648c5d5fbc58a113bb4d85623b13e9.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);font-family: -apple-system, 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;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.578px;\">2.&nbsp;\u53d1\u8d77\u4eba\u56e2\u961f\u4ecb\u7ecd<\/strong><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"1.11957796014068\" data-type=\"jpeg\" data-w=\"853\" style=\"width: 147px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-982a3a767ef51c63781c6a521ba782b2.jpeg\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u5f20\u6c5f<\/strong>\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u3001\u96c6\u667a\u5b66\u56ed\u3001\u96c6\u667a\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\u7684\u521b\u59cb\u4eba\uff0c\u66fe\u4efb\u817e\u8baf\u7814\u7a76\u9662\u3001\u534e\u4e3a\u6218\u7565\u7814\u7a76\u9662\u7b49\u7279\u8058\u987e\u95ee\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u5305\u62ec\u590d\u6742\u7cfb\u7edf\u5206\u6790\u4e0e\u5efa\u6a21\u3001\u89c4\u6a21\u7406\u8bba\u7b49\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u96c6\u667a\u6591\u56fe\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/pattern.swarma.org\/user\/9<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"1.2212962962962963\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 138px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-b32cd90b5567835b3c43dfa51df21963.jpeg\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u8881\u51b0<\/strong>\uff0c\u96c6\u667a\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\u6280\u672f\u4e0e\u4ea7\u54c1\u987e\u95ee\u3002\u6bd5\u4e1a\u4e8e\u534e\u4e2d\u79d1\u6280\u5927\u5b66\uff0c\u7814\u7a76\u5174\u8da3\u5305\u62ec\u56e0\u679c\u63a8\u65ad\u3001\u590d\u6742\u79d1\u5b66\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u9886\u57df\u3002\u66fe\u4e8e\u897f\u95e8\u5b50\uff0c\u7532\u9aa8\u6587\uff0c\u552f\u54c1\u4f1a\u7b49\u516c\u53f8\u7814\u53d1\u90e8\u95e8\u4efb\u804c\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.975\" data-type=\"jpeg\" data-w=\"800\" style=\"width: 168px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-8fa5ffd6a7f56e3104f857d2aa6cdbe1.jpeg\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u9648\u601d\u8fdc<\/strong>\uff0c\u5de5\u5b66\u535a\u58eb\uff0c\u6bd5\u4e1a\u4e8e\u4e2d\u5c71\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u9762\u5411\u591a\u4e3b\u4f53\u7cfb\u7edf\u7684\u56fe\u5b66\u4e60\u65b9\u6cd5\u4e0e\u5e94\u7528\uff0c\u5305\u62ec\u56fe\u795e\u7ecf\u7f51\u7edc\u53ca\u5176\u5728\u7fa4\u4f53\u667a\u80fd\u3001\u667a\u6167\u57ce\u5e02\u4e2d\u7684\u5e94\u7528\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"1.401360544217687\" data-type=\"jpeg\" data-w=\"294\" style=\"width: 116px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-2e0857818664683231c1d3686abaa5d1.jpeg\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u738b\u5fd7\u9e4f<\/strong>\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u5728\u8bfb\u535a\u58eb\uff0c\u5e08\u4ece\u5f20\u6c5f\u6559\u6388\uff0c\u7814\u7a76\u5174\u8da3\u5305\u62ec\u590d\u6742\u7cfb\u7edf\u591a\u5c3a\u5ea6\u5efa\u6a21\u3001\u56e0\u679c\u6d8c\u73b0\u4ee5\u53ca\u56fe\u4e0a\u7684\u7ec4\u5408\u4f18\u5316\u7b49\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);font-family: -apple-system, 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;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.578px;\">3.&nbsp;\u62a5\u540d\u53c2\u52a0\u8bfb\u4e66\u4f1a<\/strong><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u672c\u8bfb\u4e66\u4f1a\u8c22\u7edd\u53c2\u4e0e\u7684\u5bf9\u8c61<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e3a\u786e\u4fdd\u4e13\u4e1a\u6027\u548c\u8ba8\u8bba\u7684\u805a\u7126\uff0c\u672c\u8bfb\u4e66\u4f1a\u8c22\u7edd\u8131\u79bb\u8bfb\u4e66\u4f1a\u6587\u672c\u548c\u590d\u6742\u79d1\u5b66\u95ee\u9898\u672c\u8eab\u7684\u7a7a\u6cdb\u7684\u54f2\u5b66\u548c\u601d\u8fa8\u5f0f\u8ba8\u8bba\uff1b\u4e0d\u63d0\u5021\u8fc7\u5ea6\u5f15\u7533\u5728\u793e\u4f1a\u3001\u4eba\u6587\u3001\u7ba1\u7406\u3001\u653f\u6cbb\u3001\u7ecf\u6d4e\u7b49\u5e94\u7528\u5c42\u9762\u7684\u8ba8\u8bba\u3002\u6211\u4eec\u5c06\u5bf9\u53c2\u4e0e\u4eba\u5458\u8fdb\u884c\u7b5b\u9009\uff0c<strong>\u5982\u679c\u51fa\u73b0\u8ba8\u8bba\u5185\u5bb9\u4e0d\u7b26\u5408\u8981\u6c42\u3001\u7ecf\u63d0\u9192\u65e0\u6548\u8005\uff0c\u4f1a\u88ab\u79fb\u9664\u7fa4\u804a\u5e76\u5bf9\u672a\u53c2\u4e0e\u90e8\u5206\u9000\u8d39\uff0c\u89e3\u91ca\u6743\u5f52\u96c6\u667a\u4ff1\u4e50\u90e8\u6240\u6709\u3002<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u8fd0\u884c\u6a21\u5f0f<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672c\u5b63\u8bfb\u4e66\u4f1a\u9884\u8ba1\u8ba8\u8bba\u5206\u4eab8-10\u6b21\uff0c\u6309\u6682\u5b9a\u6846\u67b6\u8d2f\u6b21\u5c55\u5f00\uff1b\u6bcf\u5468\u8fdb\u884c\u7ebf\u4e0a\u4f1a\u8bae\uff0c\u7531 1-2 \u540d\u8bfb\u4e66\u4f1a\u6210\u5458\u4ee5PPT\u8bb2\u89e3\u7684\u5f62\u5f0f\u9886\u8bfb\u76f8\u5173\u8bba\u6587\uff0c\u4e0e\u4f1a\u8005\u53ef\u4ee5\u5e7f\u6cdb\u53c2\u4e0e\u8ba8\u8bba\uff0c\u4f1a\u540e\u53ef\u4ee5\u83b7\u5f97\u89c6\u9891\u56de\u653e\u6301\u7eed\u5b66\u4e60\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u4e3e\u529e\u65f6\u95f4<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2023\u5e747\u670811\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u4e8c\u665a 19:00-21:00\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba1 8\uff5e10 \u5468\u3002\u6211\u4eec\u4e5f\u4f1a\u5bf9\u6bcf\u6b21\u5206\u4eab\u7684\u5185\u5bb9\u8fdb\u884c\u5f55\u5236\uff0c\u526a\u8f91\u540e\u53d1\u5e03\u5728\u96c6\u667a\u6591\u56fe\u7f51\u7ad9\u4e0a\uff0c\u4f9b\u8bfb\u4e66\u4f1a\u6210\u5458\u56de\u770b\uff0c\u56e0\u6b64\u62a5\u540d\u7684\u6210\u5458\u53ef\u4ee5\u6839\u636e\u60c5\u51b5\u81ea\u7531\u5b89\u6392\u5b66\u4e60\u65f6\u95f4\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u53c2\u4e0e\u65b9\u5f0f<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6b64\u6b21\u8bfb\u4e66\u4f1a\u4e3a\u7ebf\u4e0a\u95ed\u95e8\u8bfb\u4e66\u4f1a\uff0c\u91c7\u7528\u7684\u4f1a\u8bae\u8f6f\u4ef6\u662f\u817e\u8baf\u4f1a\u8bae\uff08\u8bf7\u63d0\u524d\u4e0b\u8f7d\u5b89\u88c5\uff09\u3002<strong>\u5728\u626b\u7801\u5b8c\u6210\u62a5\u540d\u5e76\u6dfb\u52a0\u8d1f\u8d23\u4eba\u5fae\u4fe1\u540e\uff0c\u8d1f\u8d23\u4eba\u4f1a\u5c06\u60a8\u62c9\u5165\u4ea4\u6d41\u793e\u533a\uff08\u5fae\u4fe1\u7fa4\uff09\uff0c\u5165\u7fa4\u540e\u544a\u77e5\u5177\u4f53\u7684\u4f1a\u8bae\u53f7\u7801\u3002<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u62a5\u540d\u65b9\u5f0f<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e00\u6b65\uff1a\u626b\u7801\u586b\u5199\u62a5\u540d\u4fe1\u606f<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"1\" data-type=\"png\" data-w=\"400\" style=\"width: 124px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-2780e7b5586aa4283ba320a6916cd73f.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u626b\u7801\u62a5\u540d<\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;margin-bottom: 8px;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u8bfb\u4e66\u4f1a\u7f51\u9875\u5730\u5740\uff1ahttps:\/\/pattern.swarma.org\/study_group\/28<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e8c\u6b65\uff1a\u586b\u5199\u4fe1\u606f\u540e\uff0c\u4ed8\u8d39299\u5143\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e09\u6b65\uff1a\u6dfb\u52a0\u8d1f\u8d23\u4eba\u5fae\u4fe1\uff0c\u62c9\u5165\u5bf9\u5e94\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\u793e\u533a\uff08\u5fae\u4fe1\u7fa4\uff09\u3002<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672c\u8bfb\u4e66\u4f1a\u53ef\u5f00\u53d1\u7968\uff0c\u8bf7\u8054\u7cfb\u76f8\u5173\u8d1f\u8d23\u4eba\u6c9f\u901a\u8be6\u60c5\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u9488\u5bf9\u5b66\u751f\u7684\u9000\u8d39\u673a\u5236<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfb\u4e66\u4f1a\u901a\u8fc7\u5171\u5b66\u5171\u7814\u7684\u673a\u5236\uff0c\u56f4\u7ed5\u524d\u6cbf\u4e3b\u9898\u8fdb\u884c\u5185\u5bb9\u68b3\u7406\u548c\u6c89\u6dc0\uff0c\u6240\u4ee5\u9488\u5bf9\u4e8e\u5b66\u751f\uff0c\u53ef\u4ee5\u901a\u8fc7\u53c2\u4e0e\u5171\u521b\u4efb\u52a1\uff0c\u83b7\u53d6\u79ef\u5206\uff0c\u79ef\u5206\u8fbe\u5230\u9000\u8d39\u6807\u51c6\u4e4b\u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u9000\u8d39\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u52a0\u5165\u793e\u533a\u540e\u53ef\u4ee5\u83b7\u5f97\u7684\u8d44\u6e90<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u7ebf\u4f1a\u8bae\u5ba4\u6c89\u6d78\u5f0f\u8ba8\u8bba\uff1a\u4e0e\u4e3b\u8bb2\u4eba\u5373\u65f6\u8ba8\u8bba\u4ea4\u6d41<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ea4\u4e92\u5f0f\u64ad\u653e\u5668\u9ad8\u6548\u56de\u770b\uff1a\u5feb\u901f\u5b9a\u4f4d\u4e3b\u8bb2\u4eba\u63d0\u5230\u7684\u672f\u8bed\u3001\u8bba\u6587\u3001\u5927\u7eb2\u3001\u8ba8\u8bba\u7b49\u91cd\u8981\u65f6\u95f4\u70b9<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u9ad8\u8d28\u91cf\u7684\u4e3b\u9898\u5fae\u4fe1\u793e\u7fa4\uff1a\u7855\u535a\u6bd4\u4f8b\u8d85\u8fc780%\u7684\u6210\u5458\u5fae\u4fe1\u793e\u533a\uff0c\u95ed\u95e8\u591c\u8c08\u548c\u4ea4\u6d41<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d85\u591a\u5b66\u4e60\u8d44\u6e90\u968f\u624b\u53ef\u5f97\uff1a\u4ece\u4e0d\u540c\u5c3a\u5ea6\u8bb0\u5f55\u4e3b\u9898\u4e0b\u7684\u8def\u5f84\u3001\u8bcd\u6761\u3001\u524d\u6cbf\u89e3\u8bfb\u3001\u7b97\u6cd5\u3001\u5b66\u8005\u7b49<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53c2\u4e0e\u793e\u533a\u5185\u5bb9\u5171\u521b\u4efb\u52a1\uff1a\u8bfb\u4e66\u4f1a\u7b14\u8bb0\u3001\u767e\u79d1\u8bcd\u6761\u3001\u516c\u4f17\u53f7\u6587\u7ae0\u3001\u8bba\u6587\u89e3\u8bfb\u5206\u4eab\u7b49\u4e0d\u540c\u96be\u5ea6\u5171\u521b\u4efb\u52a1\uff0c\u5728\u5b66\u4e60\u4e2d\u8d21\u732e\uff0c\u5728\u4ed8\u51fa\u4e2d\u6536\u83b7\u3002<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5171\u4eab\u8ffd\u8e2a\u4e3b\u9898\u524d\u6cbf\u8fdb\u5c55\uff1a\u5728\u7fa4\u5185\u548c\u516c\u4f17\u53f7\u5206\u4eab\u6700\u65b0\u8fdb\u5c55\uff0c\u9886\u57df\u8bba\u6587\u901f\u9012<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u53c2\u4e0e\u5171\u521b\u4efb\u52a1\uff0c\u5171\u5efa\u5b66\u672f\u793e\u533a<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;\u2022&nbsp;\u8bfb\u4e66\u4f1a\u7b14\u8bb0\uff1a\u5728\u4ea4\u4e92\u5f0f\u64ad\u653e\u5668\u4e0a\u8bb0\u5f55\u672f\u8bed\u548c\u53c2\u8003\u6587\u732e<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;\u2022&nbsp;\u96c6\u667a\u767e\u79d1\u8bcd\u6761\uff1a\u56f4\u7ed5\u8bfb\u4e66\u4f1a\u4e3b\u9898\u4e2d\u91cd\u8981\u4e14\u524d\u6cbf\u7684\u77e5\u8bc6\u6982\u5ff5\u68b3\u7406\u6210\u8bcd\u6761\u3002\u4f8b\u5982\uff1a<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247611863&amp;idx=4&amp;sn=3e76dcdd60a9a3970edcffff1a59dc88&amp;chksm=e8966f5adfe1e64c7fd31411f7b4abeff57cdef630e8fa433f313728441bfb39569e4df10750&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u5927\u89c4\u6a21\u4eba\u7fa4\u6a21\u62df\uff1a\u89c2\u5bdf\u96c6\u4f53\u611a\u8822\u4e0e\u96c6\u4f53\u667a\u6167 | \u96c6\u667a\u767e\u79d1<\/span><\/a><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247614758&amp;idx=4&amp;sn=9517e1a5383b72d2593d95131969aab6&amp;chksm=e8965babdfe1d2bd09a71513dceb851069d7acc571d6126d597a7a251884568d50898518cdc7&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u884c\u4e3a\u7ecf\u6d4e\u5b66\uff1a\u7ecf\u6d4e\u7cfb\u7edf\u7684\u884c\u4e3a\u4e3b\u4f53\u662f\u5426\u7406\u6027\uff1f| \u96c6\u667a\u767e\u79d1<\/span><\/a><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247613356&amp;idx=4&amp;sn=5256c39b6fc3c77fa314c0b5d701f698&amp;chksm=e8966121dfe1e837eb54d42d3e14e7b07e0bfec2ea31666fa20656b364c74c4aa85c4555314f&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u7f51\u7edc\u53ef\u63a7\u6027\uff1a\u7ed3\u6784\u53ef\u63a7\u6027\u4e0e\u6700\u5927\u5339\u914d | \u96c6\u667a\u767e\u79d1<\/span><\/a><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;\u2022&nbsp;\u8bba\u6587\u89e3\u8bfb\u5206\u4eab\uff1a\u8ba4\u9886\u5f85\u8bfb\u5217\u8868\u4e2d\u7684\u8bba\u6587\uff0c\u4ee5\u4e3b\u9898\u62a5\u544a\u7684\u5f62\u5f0f\u5728\u793e\u533a\u5206\u4eab<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;\u2022&nbsp;\u8bba\u6587\u6458\u8981\u7ffb\u8bd1\uff1a\u7ffb\u8bd1\u793e\u533a\u63a8\u8350\u8bba\u6587\u4e2d\u7684\u6458\u8981\u548c\u56fe\u6ce8<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;\u2022&nbsp;\u516c\u4f17\u53f7\u6587\u7ae0\uff1a\u4ee5\u7ffb\u8bd1\u6574\u7406\u6216\u8005\u539f\u521b\u751f\u4ea7\u5f62\u5f0f\u751f\u4ea7\u516c\u4f17\u53f7\u6587\u7ae0\uff0c\u4ee5\u4ecb\u7ecd\u524d\u6cbf\u8fdb\u5c55\u3002\u4f8b\u5982\uff1a<\/span><\/section>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bba\u6587\u7ffb\u8bd1<\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247627615&amp;idx=1&amp;sn=be379353aea95a746f4b0eb8e99c6c49&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u591a\u8005\u5f02\u4e5f\uff1a\u7834\u7f3a\u7684\u5bf9\u79f0\u6027\u4e0e\u79d1\u5b66\u5c42\u7ea7\u7ed3\u6784\u7684\u672c\u8d28<\/span><\/a><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247584281&amp;idx=1&amp;sn=f1bd965a7e690202324947cb4f931be7&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u8bfa\u5956\u59d4\u5458\u4f1a\u4e07\u5b57\u8bc4\u8ff0\uff1a\u4e3a\u4ec0\u4e48\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u53d7\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\u9752\u7750\uff1f<\/span><\/a><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247631378&amp;idx=1&amp;sn=2214710d9c092b6d75587e3737c9ff3c&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u4ece\u751f\u547d\u8d77\u6e90\u5230\u6d41\u884c\u75c5\uff1a\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u591a\u5c3a\u5ea6\u6d8c\u73b0\u73b0\u8c61<\/span><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247611133&amp;idx=1&amp;sn=af5e995e3a218f7bfe38a8cdcf8593b7&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u6d8c\u73b0\uff1a21\u4e16\u7eaa\u79d1\u5b66\u7684\u7edf\u4e00\u4e3b\u9898<\/span><\/a><\/section>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u79d1\u666e\u6587\u7ae0\u7ffb\u8bd1<\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247611133&amp;idx=1&amp;sn=af5e995e3a218f7bfe38a8cdcf8593b7&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u6d8c\u73b0\uff1a21\u4e16\u7eaa\u79d1\u5b66\u7684\u7edf\u4e00\u4e3b\u9898<\/span><\/a><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247519456&amp;idx=1&amp;sn=c5db1636e9b70fb50b9db85e08a44128&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u4ece\u9ea6\u514b\u65af\u97e6\u5996\u5230\u91cf\u5b50\u751f\u7269\u5b66\uff0c\u751f\u547d\u7269\u8d28\u4e2d\u662f\u5426\u6f5c\u85cf\u7740\u65b0\u7269\u7406\u5b66\uff1f<\/span><\/a><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247604504&amp;idx=1&amp;sn=a54df1c24b5d7317c9ac594a20f5f4fa&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u5927\u8111\u70ed\u529b\u5b66\uff1a\u5229\u7528\u201c\u6e4d\u6d41\u201d\u8fdc\u79bb\u5e73\u8861\u6001<\/span><\/a><\/section>\n<\/li>\n<\/ul>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bb2\u5ea7\u6574\u7406<\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247511098&amp;idx=1&amp;sn=0bc2f2027a3148cc53385bea6de3305d&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u5f20\u6c5f\uff1a\u4ece\u56fe\u7f51\u7edc\u5230\u56e0\u679c\u63a8\u65ad\uff0c\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u4e94\u90e8\u66f2<\/span><\/a><\/section>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em;margin-left: 16px;margin-right: 16px;margin-bottom: 8px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247509774&amp;idx=1&amp;sn=d9a211a83fc650a64622fa8c86a56b1b&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u7c97\u770b\u957f\u5c3e\uff0c\u7ec6\u8fa8\u5e42\u5f8b\uff1a\u8de8\u4e16\u7eaa\u7684\u65e0\u6807\u5ea6\u7f51\u7edc\u7814\u7a76\u7eb7\u4e89\u53f2<\/span><\/a><\/section>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;margin-bottom: 0px;margin-left: 16px;margin-right: 16px;\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247601490&amp;idx=1&amp;sn=8d3e68b08af6b411b72607d92212a297&amp;scene=21#wechat_redirect\" style=\"font-size: 15px;text-decoration: underline;\" data-linktype=\"2\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">Erik Hoel\uff1a\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u600e\u6837\u8fde\u901a\u590d\u6742\u7cfb\u7edf\u7684\u5b8f\u89c2\u4e0e\u5fae\u89c2<\/span><\/a><\/p>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">PS\uff1a\u5177\u4f53\u53c2\u4e0e\u65b9\u5f0f\u53ef\u4ee5\u52a0\u5165\u8bfb\u4e66\u4f1a\u540e\u67e5\u770b\u5bf9\u5e94\u7684\u5171\u521b\u4efb\u52a1\u5217\u8868\uff0c\u9886\u53d6\u4efb\u52a1\uff0c\u4e0e\u8fd0\u8425\u8d1f\u8d23\u4eba\u6c9f\u901a\u8be6\u60c5\uff0c\u4e0a\u8ff0\u89c4\u5219\u7684\u6700\u7ec8\u89e3\u91ca\u6743\u5f52\u96c6\u667a\u4ff1\u4e50\u90e8\u6240\u6709\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);font-family: -apple-system, 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;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.578px;\">4. \u9605\u8bfb\u6750\u6599<\/strong><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &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;letter-spacing: 0.544px;white-space: normal;color: rgb(34, 34, 34);background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;\">&nbsp;<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u679c\u4f60\u5bf9\u56e0\u679c\u6d8c\u73b0\u611f\u5174\u8da3\uff0c\u4f46\u662f\u8fd8\u6ca1\u6709\u76f8\u5173\u7684\u57fa\u7840\uff0c\u5f3a\u70c8\u5efa\u8bae\u4f60\u5148\u9605\u8bfb\u8fd9\u4e2a\u5173\u4e8e\u300c\u56e0\u679c\u6d8c\u73b0\u300d\u7684\u5b66\u4e60\u8def\u5f84\uff0c\u7136\u540e\u5728\u4e00\u8d77\u5b66\u4e60\u7b2c\u4e09\u5b63\u7684\u8fc7\u7a0b\u4f1a\u66f4\u52a0\u987a\u7545\uff0c\u626b\u7801\u5373\u53ef\u83b7\u53d6\u8be5\u8def\u5f84\u8be6\u60c5\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"1\" data-type=\"png\" data-w=\"400\" style=\"width: 137px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-0748103e802f41b87f6d0544c922a663.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u6591\u56fe\u8def\u5f84\uff1ahttps:\/\/pattern.swarma.org\/article\/153<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u7ecf\u5178\u56e0\u679c\u6d8c\u73b0\u7406\u8bba<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u662f\u7531Erik Hoel\u63d0\u51fa\uff0c\u4ed6\u7684\u7814\u7a76\u5f15\u5165\u4e86\u6709\u6548\u4fe1\u606f\uff08EI\uff09\u7684\u6982\u5ff5\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u79cd\u91cf\u5316\u56e0\u679c\u6d8c\u73b0\u7684\u65b9\u6cd5\u3002\u8fd9\u4e2a\u9886\u57df\u7684\u91cd\u8981\u7814\u7a76\u95ee\u9898\u5305\u62ec\u5982\u4f55\u51c6\u786e\u5730\u91cf\u5316\u548c\u8bc6\u522b\u56e0\u679c\u6d8c\u73b0\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u5fae\u89c2\u548c\u5b8f\u89c2\u5c42\u9762\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u7684\u5e73\u8861\u3002\u8fd9\u4e2a\u9886\u57df\u9762\u4e34\u7684\u6311\u6218\u5305\u62ec\u5982\u4f55\u4ece\u5b9e\u9645\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u51fa\u6709\u6548\u7684\u7c97\u7c92\u5316\u7b56\u7565\uff0c\u4ee5\u53ca\u5982\u4f55\u5904\u7406\u56e0\u679c\u6d8c\u73b0\u7684\u6982\u5ff5\u548c\u6d4b\u91cf\u65b9\u6cd5\u7684\u4e89\u8bae\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u8881\u51b0<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u91cd\u70b9\u89e3\u8bfb\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Erik P. Hoel, Larissa Albantakis, Giulio Tononi. <strong>Quantifying causal emergence shows that macro can beat micro<\/strong><em>. PNAS<\/em>, 2013.&nbsp;<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">https:\/\/www.pnas.org\/doi\/pdf\/10.1073\/pnas.1314922110<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u63d0\u51fa\u4e86\u4e00\u79cd\u91cf\u5316\u56e0\u679c\u6d8c\u73b0\u7684\u65b9\u6cd5\uff0c\u8868\u660e\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5b8f\u89c2\u5c42\u9762\u7684\u56e0\u679c\u5173\u7cfb\u53ef\u4ee5\u8d85\u8d8a\u5fae\u89c2\u5c42\u9762\u3002\u8fd9\u79cd\u65b9\u6cd5\u4f9d\u8d56\u4e8e\u4e00\u79cd\u540d\u4e3a\u6709\u6548\u4fe1\u606f\uff08EI\uff09\u7684\u56e0\u679c\u6d4b\u91cf\uff0c\u8be5\u6d4b\u91cf\u53cd\u6620\u4e86\u56e0\u679c\u5173\u7cfb\u7684\u5173\u952e\u5c5e\u6027\uff08\u9009\u62e9\u6027\u3001\u786e\u5b9a\u6027\u548c\u7b80\u5e76\u6027\uff09\u3002\u5c3d\u7ba1\u5728\u793a\u4f8b\u7cfb\u7edf\u4e2d\uff0c\u5b8f\u89c2\u673a\u5236\u5b8c\u5168\u7531\u5176\u5e95\u5c42\u5fae\u89c2\u673a\u5236\u6307\u5b9a\uff0c\u4f46EI\u4ecd\u7136\u53ef\u4ee5\u5728\u5b8f\u89c2\u65f6\u7a7a\u5c3a\u5ea6\u4e0a\u8fbe\u5230\u5cf0\u503c\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.Joe Dewhurst. <strong>Causal emergence from effective information: Neither causal nor emergent?<\/strong><em>. Thought: A Journal of Philosophy<\/em>, 2021, 10(3): 155-236.&nbsp;<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">https:\/\/dx.doi.org\/10.1002\/THT3.489<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672c\u6587\u8bd5\u56fe\u5728\u54f2\u5b66\u5c42\u9762\u5bf9Erik Hoel\u5728\u4e0a\u7bc7\u6587\u7ae0\u4e2d\u63d0\u51fa\u7684\u5173\u4e8e\u56e0\u679c\u6d8c\u73b0\u7684\u5f62\u5f0f\u65b9\u6cd5\u7684\u6027\u8d28\u548c\u8303\u56f4\u4f5c\u51fa\u6f84\u6e05\uff0c\u4ece\u800c\u4e3a\u4e00\u7cfb\u5217\u5173\u4e8e\u8fd8\u539f\u548c\u6d8c\u73b0\u7684\u60ac\u800c\u672a\u51b3\u95ee\u9898\u7684\u89e3\u7b54\u63d0\u4f9b\u65b0\u7684\u601d\u8def\u548c\u89c6\u89d2\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">3.Jiang Zhang, Kaiwei Liu. <strong>Neural Information Squeezer for Causal Emergence<\/strong><em>. Entropy<\/em>, 2022.&nbsp;<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">https:\/\/dx.doi.org\/10.3390\/e25010026<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u63d0\u51fa\u4e86\u4e00\u79cd\u540d\u4e3a\u201c\u795e\u7ecf\u4fe1\u606f\u538b\u7f29\u5668\u201d\u7684\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff0c\u7528\u4e8e\u4ece\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4e2d\u81ea\u52a8\u63d0\u53d6\u6709\u6548\u7684\u7c97\u7c92\u5316\u7b56\u7565\u548c\u5b8f\u89c2\u5c42\u9762\u7684\u52a8\u529b\u5b66\uff0c\u4ee5\u53ca\u76f4\u63a5\u8bc6\u522b\u56e0\u679c\u6d8c\u73b0\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">4.Eberhardt F., Lee L.L.. <strong>Causal Emergence: When Distortions in a Map Obscure the Territory<\/strong>, 2022, 7(2): 30.&nbsp;<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">https:\/\/dx.doi.org\/10.3390\/philosophies7020030<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u5bf9Erik Hoel\u57282017\u5e74\u7684\u6587\u7ae0\u201c\u5f53\u5730\u56fe\u4f18\u4e8e\u7586\u57df\u201d\u7684\u56e0\u679c\u6d8c\u73b0\u89c2\u70b9\u8fdb\u884c\u4e86\u6279\u5224\u6027\u8bc4\u4f30\u3002\u8be5\u89c2\u70b9\u878d\u5408\u4e86\u56e0\u679c\u548c\u4fe1\u606f\u8bba\u6982\u5ff5\uff0c\u4ee5\u89e3\u91ca\u5728\u4f55\u79cd\u60c5\u51b5\u4e0b\u5bf9\u7cfb\u7edf\u7684\u591a\u5c3a\u5ea6\u5206\u6790\u4e2d\u53ef\u4ee5\u8fdb\u884c\u56e0\u679c\u63cf\u8ff0\u3002\u6587\u7ae0\u6307\u51fa\uff0cHoel\u7684\u56e0\u679c\u6d8c\u73b0\u5b9a\u4e49\u4e2d\u7684\u95ee\u9898\u6e90\u4e8e\u4f7f\u7528\u5404\u79cd\u5e73\u5747\u6b65\u9aa4\u548c\u5f15\u5165\u4e00\u4e2a\u4e0e\u88ab\u7814\u7a76\u7cfb\u7edf\u65e0\u5173\u7684\u6700\u5927\u71b5\u5206\u5e03\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">\u5176\u4ed6\u53c2\u8003\u6587\u732e\uff1a<\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">5.Tononi, Giulio, and Olaf Sporns, <strong>Measuring Information Integration<\/strong>, BMC Neuroscience, 2003 https:\/\/doi.org\/10.1186\/1471-2202-4-31<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6700\u65e9\u63d0\u51fa\u4e86\u5c06\u6700\u5927\u71b5\u4f5c\u4e3a\u4e92\u4fe1\u606f\u7684\u7ea6\u675f\u6761\u4ef6\u7684\u6709\u6548\u4fe1\u606f\uff08EI\uff09\u6982\u5ff5\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);\"><strong><span style=\"font-size: 15px;\">\u8d44\u6599\u63a8\u8350\uff1a<\/span><\/strong><\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;text-decoration: none;color: rgb(63, 63, 63);\">\u56e0\u679c\u6d8c\u73b0\u7b2c\u4e00\u5b63\uff1a4.\u56e0\u679c\u6d8c\u73b0\u7684\u7406\u8bba\uff1ahttps:\/\/pattern.swarma.org\/study_group_issue\/3<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247616597&amp;idx=1&amp;sn=e730eb6cd624bf8804070e5073bca382&amp;chksm=e89652d8dfe1dbcef754f38e46435f7bb37c07d5c73cee2040b4cc1cb800cc2315006cdf1bed&amp;token=801087841&amp;lang=zh_CN&amp;scene=21#wechat_redirect\" textvalue=\"\u56e0\u679c\u6d8c\u73b0\u5b66\u4e60\u8def\u5f84\uff1a\u5f53\u300c\u56e0\u679c\u300d\u548c\u300c\u6d8c\u73b0\u300d\u76f8\u9047\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\">\u56e0\u679c\u6d8c\u73b0\u5b66\u4e60\u8def\u5f84\uff1a\u5f53\u300c\u56e0\u679c\u300d\u548c\u300c\u6d8c\u73b0\u300d\u76f8\u9047<\/span><\/a><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247587637&amp;idx=1&amp;sn=ef29b976289d74aee547d9c603bb25b8&amp;scene=21#wechat_redirect\" textvalue=\"\u91cf\u5316\u56e0\u679c\u6d8c\u73b0\u8868\u660e\uff1a\u5b8f\u89c2\u53ef\u4ee5\u6218\u80dc\u5fae\u89c2\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u91cf\u5316\u56e0\u679c\u6d8c\u73b0\u8868\u660e\uff1a\u5b8f\u89c2\u53ef\u4ee5\u6218\u80dc\u5fae\u89c2<\/span><\/a><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\">&nbsp;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247601490&amp;idx=1&amp;sn=8d3e68b08af6b411b72607d92212a297&amp;scene=21#wechat_redirect\" textvalue=\"Erik Hoel\uff1a\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u600e\u6837\u8fde\u901a\u590d\u6742\u7cfb\u7edf\u7684\u5b8f\u89c2\u4e0e\u5fae\u89c2\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">Erik Hoel\uff1a\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u600e\u6837\u8fde\u901a\u590d\u6742\u7cfb\u7edf\u7684\u5b8f\u89c2\u4e0e\u5fae\u89c2<\/span><\/a><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247571126&amp;idx=1&amp;sn=7476fc30ac83227189076ded3fc3eff6&amp;chksm=e8968c3bdfe1052d9e2feb74877dfe9505105aa96e00d0a2fd670b9e3df4b31b272c4cf7eff3&amp;token=801087841&amp;lang=zh_CN&amp;scene=21#wechat_redirect\" textvalue=\"\u56e0\u679c\u6d8c\u73b0\uff1a\u6570\u5b66\u7406\u8bba\u63ed\u793a\u6574\u4f53\u600e\u6837\u5927\u4e8e\u90e8\u5206\u4e4b\u548c\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\">\u56e0\u679c\u6d8c\u73b0\uff1a\u6570\u5b66\u7406\u8bba\u63ed\u793a\u6574\u4f53\u600e\u6837\u5927\u4e8e\u90e8\u5206\u4e4b\u548c<\/span><\/a><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u8fde\u7eed\u52a8\u529b\u7cfb\u7edf\u7684\u56e0\u679c\u6d8c\u73b0<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u5218\u51ef\u5a01\u3001\u738b\u5fd7\u9e4f<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u91cd\u70b9\u89e3\u8bfb\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Pavel Chvykov, Erik Hoel. <strong>Causal Geometry<\/strong><em>. arXiv:2010.09390<\/em>, 2020<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">https:\/\/doi.org\/10.3390\/e23010024<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u56e0\u679c\u51e0\u4f55\u7684\u6982\u5ff5\uff0c\u63d0\u51fa\u201c\u6709\u6548\u4fe1\u606f\uff08EI\uff09\u201d\u7684\u51e0\u4f55\u7248\u672c\uff0c\u56e0\u6b64\u8fde\u7eed\u72b6\u6001\u7a7a\u95f4\u7684\u56e0\u679c\u5173\u7cfb\u4fe1\u606f\u6027\u7684\u5df2\u77e5\u5ea6\u91cf\uff0c\u5728\u7ed9\u5b9a\u56fa\u5b9a\u5e72\u9884\u80fd\u529b\u7684\u60c5\u51b5\u4e0b\uff0c\u4e5f\u80fd\u5f97\u5230\u6709\u6548\u7684\u63a8\u65ad\u3002\u8fd9\u6837\uff0c\u8fde\u7eed\u72b6\u6001\u7a7a\u95f4\u4e0b\u7684\u201c\u56e0\u679c\u6d8c\u73b0\u201d\u7684\u7ed3\u679c\uff0c\u5373\u5b8f\u89c2\u7684\u56e0\u679c\u5173\u7cfb\u53ef\u80fd\u6bd4\u201c\u57fa\u672c\u7684\u201d\u5fae\u89c2\u5173\u7cfb\u643a\u5e26\u66f4\u591a\u7684\u4fe1\u606f\uff0c\u4e5f\u53ef\u4ee5\u5f97\u5230\u91cf\u5316\u7684\u5c55\u73b0\u3002\u8fd9\u5bf9\u672a\u6765\u7684\u52a8\u529b\u5b66\u7cfb\u7edf\u7684\u6709\u6548\u4fe1\u606f\u8ba1\u7b97\u548c\u56e0\u679c\u6d8c\u73b0\u63a8\u65ad\u6709\u7740\u91cd\u8981\u7684\u5f71\u54cd\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.Thomas F. Varley. <strong>Causal Emergence in Discrete and Continuous Dynamical Systems<\/strong><em>. arXiv:2003.13075<\/em>, 2020.&nbsp;<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">https:\/\/arxiv.org\/abs\/2003.13075<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e3a\u4e86\u514b\u670dErik Hoel\u63d0\u51fa\u7684\u6709\u6548\u4fe1\u606f\u65b9\u6cd5\u53ea\u80fd\u5e94\u7528\u5728\u79bb\u6563\u7684\u72b6\u6001\u7cfb\u7edf\uff0c\u5bf9\u4e8eRossler\u8fd9\u6837\u7684\u8fde\u7eed\u7cfb\u7edf\uff0cVarley\u4f7f\u7528OPN\u65b9\u6cd5\u79bb\u6563\u5316\u5438\u5f15\u5b50\u6765\u521b\u5efa\u6709\u9650\u6570\u91cf\u7684\u72b6\u6001\u4ee5\u53ca\u72b6\u6001\u4e4b\u95f4\u7684\u8f6c\u79fb\u6982\u7387\uff0c\u4ece\u800c\u540c\u6837\u80fd\u4f7f\u7528\u6709\u6548\u4fe1\u606f\u6765\u523b\u753b\u7cfb\u7edf\u52a8\u529b\u5b66\u7684\u56e0\u679c\u6027\u5f3a\u5f31\uff0c\u8fdb\u800c\u5224\u65ad\u56e0\u679c\u6d8c\u73b0\u7684\u53d1\u751f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d44\u6599\u63a8\u8350<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;text-decoration: none;color: rgb(63, 63, 63);\">\u96c6\u667a\u767e\u79d1\uff1a\u8fde\u7eed\u52a8\u529b\u7cfb\u7edf\uff1ahttps:\/\/wiki.swarma.org\/index.php\/%E8%BF%9E%E7%BB%AD%E5%8A%A8%E5%8A%9B%E7%B3%BB%E7%BB%9F<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247526920&amp;idx=3&amp;sn=e649d7c486c14bfe6863fb628b1e6e74&amp;chksm=e8973085dfe0b9932602bdfc693d43143ebce2a87e87b19b1b5706496be413fac3d70c2d88d7&amp;token=801087841&amp;lang=zh_CN&amp;scene=21#wechat_redirect\" textvalue=\"\u4ec0\u4e48\u662f\u52a8\u529b\u7cfb\u7edf\u7406\u8bba | \u96c6\u667a\u767e\u79d1\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\">\u4ec0\u4e48\u662f\u52a8\u529b\u7cfb\u7edf\u7406\u8bba | \u96c6\u667a\u767e\u79d1<\/span><\/a><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;text-decoration: none;color: rgb(63, 63, 63);\">\u56e0\u679c\u6d8c\u73b0\u7b2c\u4e8c\u5b63\uff1a24.\u5982\u4f55\u4ece\u6570\u636e\u4e2d\u53d1\u73b0\u56e0\u679c\u6d8c\u73b0\u2014\u2014\u795e\u7ecf\u4fe1\u606f\u538b\u7f29\u5668\uff1ahttps:\/\/pattern.swarma.org\/study_group_issue\/373<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u52a8\u529b\u5b66\u7ea6\u7b80<\/strong><\/span><span style=\"color: rgb(63, 63, 63);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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: 15px;letter-spacing: 0.034em;\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;\u2022&nbsp;\u534f\u540c\u5b66\uff08\u5f79\u4f7f\u539f\u7406Slavery Principle\uff09<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53c2\u8003\u8d44\u6599\uff1ahttp:\/\/www.scholarpedia.org\/article\/Synergetics<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u91cd\u70b9\u89e3\u8bfb\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Bastian Pietras. <strong>Network dynamics of coupled oscillators and phase reduction techniques<\/strong><em>. physics reports<\/em>, 2019, 819: 1-105<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0370157319302327<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u4ed6\u53c2\u8003\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.Grigoriev D., Samal S.S., Vakulenko S., et al. <strong>Algorithms to Study Large Metabolic Network Dynamics<\/strong>, 2015, 10(5): 100\u2013118\uff0chttps:\/\/doi.org\/10.1051\/mmnp\/201510507<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d44\u6599\u63a8\u8350<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u96c6\u667a\u767e\u79d1\uff1a\u534f\u540c\u5b66\uff1ahttps:\/\/wiki.swarma.org\/index.php\/%E5%8D%8F%E5%90%8C%E5%AD%A6<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u9690\u7a7a\u95f4\u7684\u52a8\u529b\u5b66\u5b66\u4e60<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u6768\u660e\u54f2\u3001\u8363\u82f1\u6dc7<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u91cd\u70b9\u89e3\u8bfb\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Kemeth, F., Bertalan, T., Thiem, T., et al.<strong> Learning emergent partial differential equations in a learned emergent space. <\/strong>Nature Communications, 2022, 13(1): 3318.<strong> <\/strong>https:\/\/www.nature.com\/articles\/s41467-022-30628-6<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u5b66\u4e60\u591a\u4e3b\u4f53\u7cfb\u7edf\u7684\u504f\u5fae\u5206\u6f14\u5316\u65b9\u7a0b\uff0c\u5e94\u7528\u4e8e\u4e00\u4e2a\u8026\u5408\u632f\u5b50\u7cfb\u7edf\u548c\u4e00\u4e2a\u751f\u7269\u795e\u7ecf\u5143\u7cfb\u7edf\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.Vlachas, Pantelis R., Arampatzis, et al. <strong>Multiscale simulations of complex systems by learning their effective dynamics<\/strong><em>. nature machine intelligence<\/em>, 2022: 1-8. https:\/\/arxiv.org\/abs\/2006.13431<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u673a\u5668\u5b66\u4e60\u591a\u5c3a\u5ea6\u5efa\u6a21\uff0c\u5b8f\u89c2\u9690\u7a7a\u95f4\u4e0a\u4f7f\u7528RNN\u9884\u6d4b\uff0c\u5fae\u89c2\u4e0a\u81ea\u884c\u6f14\u5316\uff0c\u7528\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u9884\u6d4b\uff0c\u6620\u5c04\u5230\u9690\u7a7a\u95f4\u53ef\u8282\u7701\u8fd0\u7b97\u6210\u672c\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u4ed6\u53c2\u8003\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">3.Danijar Hafner, Timothy Lillicrap, Mohammad Norouzi, et al. <strong>Mastering Atari with Discrete World Models<\/strong><em>. arXiv:2010.02193<\/em>, 2022 https:\/\/arxiv.org\/abs\/2010.02193<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">DreamerV2\uff0c\u4e16\u754c\u6a21\u578b\uff08world model\uff09\u7684\u4e00\u79cd\u67b6\u6784<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">4.Yanbo Zhang, Sara Imari Walker. <strong>A Relational Macrostate Theory Guides Artificial Intelligence to Learn Macro and Design Micro<\/strong><em>. arXiv:2210.07374<\/em>, 2022. https:\/\/arxiv.org\/abs\/2210.07374<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5173\u7cfb\u4e3b\u4e49\u89c6\u89d2\u4e0b\u7684\u591a\u5c3a\u5ea6\u5efa\u6a21\uff0c\u4f7f\u7528\u4e86\u53ef\u9006\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u7f16\u7801\u5668\uff0c\u5e94\u7528\u4e8e\u56fe\u7075\u6591\u56fe\u7b49\u95ee\u9898\u4e0a\uff0c\u8bc6\u522b\u91cd\u8981\u7684\u5b8f\u89c2\u53c2\u6570<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">5.Lionel Barnett, Anil K. Seth. <strong>Dynamical independence: discovering emergent macroscopic processes in complex dynamical systems<\/strong><em>. arXiv:2106.06511<\/em>, 2021 https:\/\/arxiv.org\/abs\/2106.06511<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u4e8e\u8f6c\u79fb\u71b5\u7684\u5224\u65ad\uff0c\u627e\u5230\u4e00\u79cd\u5bf9\u5fae\u89c2\u53d8\u91cf\u5206\u7ec4\u7684\u7c97\u7c92\u5316\u65b9\u5f0f\uff0c\u4f7f\u5b8f\u5fae\u89c2\u52a8\u529b\u5b66\u89e3\u8026\uff0c\u5e94\u7528\u4e8e\u7ebf\u6027\u7cfb\u7edf<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">6.Atmanspacher H.. <strong>On Macrostates in Complex Multi-Scale Systems<\/strong>, 2016, 18: 426 https:\/\/www.mdpi.com\/1099-4300\/18\/12\/426<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8ba8\u8bba\u4e86\u4ece\u5fae\u89c2\u6001\u7a7a\u95f4\u5212\u5206\u5f97\u5230\u5b8f\u89c2\u6001\u65b9\u6cd5\u7684\u7a33\u5b9a\u6027\u51c6\u5219<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">7.Daniel Floryan, Michael D. Graham. <strong>Data-driven discovery of intrinsic dynamics<\/strong><em>. nature machine intelligence<\/em>, 2022: 1-8 https:\/\/www.nature.com\/articles\/s42256-022-00575-4.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">\u7ed3\u5408\u6570\u5b66\u4e0a\u7684\u6d41\u5f62\u7406\u8bba\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u7684\u8868\u793a\u80fd\u529b\uff0c\u5bf9\u5fae\u89c2\u72b6\u6001\u4e0a\u7684\u89c2\u6d4b\u6570\u636e\u8fdb\u884c\u964d\u7ef4\uff0c\u4f7f\u5176\u7ef4\u5ea6\u5c3d\u53ef\u80fd\u4f4e\u7684\u540c\u65f6\u80fd\u628a\u63e1\u7cfb\u7edf\u7684\u6f5c\u5728\u52a8\u529b\u5b66<\/span><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u8ba1\u7b97\u529b\u5b66<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6700\u65e9\u63d0\u51fa\u56e0\u679c\u6d8c\u73b0\u57fa\u672c\u601d\u8def\u7684\u7814\u7a76\u3002\u901a\u8fc7Sara Walker\u63a8\u8350\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">\u63a8\u8350\u4eba\uff1a<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">\u6768\u660e\u54f2<\/span><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\"><br  \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">\u91cd\u70b9\u89e3\u8bfb\u6587\u732e\uff1a<\/span><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Cosma Rohilla Shalizi, James P. Crutchfield. <strong>Computational Mechanics: Pattern and Prediction, Structure and Simplicity<\/strong><em>. arXiv:cond-mat\/9907176<\/em>, 2000.&nbsp;<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">https:\/\/arxiv.org\/pdf\/cond-mat\/9907176<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u662f\u8ba1\u7b97\u529b\u5b66\u6b63\u5f0f\u63d0\u51fa\u7684\u7b2c\u4e00\u7bc7\u6587\u7ae0\uff0c\u4f5c\u8005\u4eec\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\u9996\u6b21\u63d0\u51fa\u4e86\u8ba1\u7b97\u529b\u5b66\u7684\u6982\u5ff5\uff0c\u9488\u5bf9\u52a8\u529b\u5b66\u4e0a\u7684\u65f6\u95f4\u5e8f\u5217\uff0c\u7ed9\u51fa\u4e86\u56e0\u679c\u6027\u6700\u5f3a\u7684\u5b8f\u89c2\u6001\u5b9a\u4e49\u2014\u2014\u56e0\u679c\u6001\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.Crutchfield James P., Shalizi Cosma Rohilla. <strong>Thermodynamic Depth of Causal States: Objective Complexity via Minimal Representations<\/strong>, 1999, 59(1): 275\u201383.&nbsp;<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">http:\/\/bactra.org\/research\/TDCS.pdf<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u4e0e\u7b2c\u4e00\u7bc7\u6587\u7ae0\u7684\u4f5c\u8005\u76f8\u540c\uff0c\u5185\u5bb9\u4e5f\u662f\u4e00\u81f4\u7684\uff0c\u4f46\u63d0\u4f9b\u4e86\u66f4\u591a\u5177\u4f53\u7684\u4f8b\u5b50\uff0c\u8fdb\u4e00\u6b65\u9610\u8ff0\u4e86\u8ba1\u7b97\u529b\u5b66\u7684\u6982\u5ff5\u548c\u5e94\u7528\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">3.Hanson James E., Crutchfield James P.. <strong>Computational Mechanics of Cellular Automata: An Example<\/strong>, 1997, 103(1\u20134): 169\u201389 https:\/\/citeseerx.ist.psu.edu\/document?repid=rep1&amp;type=pdf&amp;doi=ae1c707202d9c998dca044c091d943f409999551<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u4ee5\u5143\u80de\u81ea\u52a8\u673a\u4f5c\u4e3a\u6848\u4f8b\uff0c\u5728\u8ba1\u7b97\u529b\u5b66\u6846\u67b6\u4e0b\u8fdb\u884c\u4e86\u8be6\u7ec6\u7684\u5206\u6790\uff0c\u5c55\u793a\u4e86\u8ba1\u7b97\u529b\u5b66\u5728\u5143\u80de\u81ea\u52a8\u673a\u4e2d\u7684\u5e94\u7528\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u4ed6\u53c2\u8003\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">4.Cosma Rohilla Shalizi, Cristopher Moore. <strong>What Is a Macrostate? Subjective Observations and Objective Dynamics<\/strong><em>. arXiv:cond-mat\/0303625<\/em>, 2003 &nbsp;https:\/\/arxiv.org\/pdf\/cond-mat\/0303625.pdf<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u4e3b\u8981\u8ba8\u8bba\u4e86\u591a\u5c3a\u5ea6\u7684\u89c6\u89d2\uff0c\u63a2\u8ba8\u4e86\u5173\u4e8e\u5b8f\u89c2\u6001\u4e3b\u89c2\u89c2\u5bdf\u548c\u5ba2\u89c2\u52a8\u6001\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u7ed9\u51fa\u4e86\u5f97\u5230\u4e0e\u8ba1\u7b97\u529b\u5b66\u4e2d\u56e0\u679c\u6001\u76f8\u4e00\u81f4\u7684\u5b8f\u89c2\u6001\u7684\u65b9\u6cd5\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">5.Crutchfield James P., Ellison Christopher J., Mahoney John R.. <strong>Time\u2019s Barbed Arrow: Irreversibility, Crypticity, and Stored Information<\/strong>, 2009, 103(9): 094101 &nbsp;https:\/\/arxiv.org\/pdf\/0902.1209.pdf<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ee5\u8ba1\u7b97\u529b\u5b66\u4e3a\u57fa\u7840\uff0c\u63a2\u8ba8\u4e86excess entropy\u4e0e\u590d\u6742\u6027\u7edf\u8ba1\u5ea6\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">6.Barnett Nix, Crutchfield James P.. <strong>Computational Mechanics of Input-Output Processes: Structured Transformations and the &nbsp;<sub><img class=\"rich_pages wxw-img\" data-croporisrc=\"https:\/\/mmbiz.qlogo.cn\/mmbiz_png\/wibWV1DB7tWIYHhOTYUDEicpogGA0T8c5UMRSvx2icOjYo24wMgkQiaGefGpicxQcUib0M2ic3fVW60rhR9TKlaibm7nCg\/0?wx_fmt=png\" data-cropx1=\"0\" data-cropx2=\"32.54609929078014\" data-cropy1=\"0\" data-cropy2=\"52.57446808510638\" data-ratio=\"1.65625\" data-type=\"jpeg\" data-w=\"32\" data-width=\"141px\" style=\"vertical-align: inherit;width: 13px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-1f90b9f37085301a7245c9945c773814.jpeg\"  \/><\/sub>-Transducer<\/strong>, 2015, 161(2): 404\u201351 https:\/\/arxiv.org\/pdf\/1412.2690.pdf<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u662fJames\u5bf9\u8ba1\u7b97\u529b\u5b66\u7684\u6700\u65b0\u62d3\u5c55\uff0c\u4ed6\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\u5c06\u8ba1\u7b97\u529b\u5b66\u6269\u5c55\u5230\u8026\u5408\u4e24\u4e2a\u8fc7\u7a0b\u7684\u901a\u4fe1\u4fe1\u9053\uff0c\u5e76\u5f15\u5165\u4e86<sub><img class=\"rich_pages wxw-img\" data-croporisrc=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/wibWV1DB7tWIYHhOTYUDEicpogGA0T8c5UMRSvx2icOjYo24wMgkQiaGefGpicxQcUib0M2ic3fVW60rhR9TKlaibm7nCg\/640?wx_fmt=png\" data-cropx1=\"0\" data-cropx2=\"37.5531914893617\" data-cropy1=\"0\" data-cropy2=\"52.57446808510638\" data-ratio=\"1.4324324324324325\" data-type=\"jpeg\" data-w=\"37\" data-width=\"141px\" style=\"vertical-align: inherit;width: 15px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-31aee92de219f68aa1e5863f7bbcd680.jpeg\"  \/><\/sub><span style=\"color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.578px;text-decoration: none solid rgb(63, 63, 63);\">-Transducer\u7684<\/span>\u6982\u5ff5\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d44\u6599\u63a8\u8350<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56e0\u679c\u6d8c\u73b0\u7b2c\u4e8c\u5b63\uff1a13.\u8ba1\u7b97\u529b\u5b66\uff1a\u6a21\u5f0f\u3001\u9884\u6d4b\u3001\u7ed3\u6784\u4e0e\u7b80\u6d01\u6027\uff1ahttps:\/\/pattern.swarma.org\/study_group_issue\/259<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u56e0\u679c\u6d8c\u73b0\u5e94\u7528<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u738b\u5fd7\u9e4f<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u91cd\u70b9\u89e3\u8bfb\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Klein B., Hoel E.. <strong>The Emergence of Informative Higher Scales in Complex Networks<\/strong><em>. Complexity<\/em>, 2020, 2020: 12 https:\/\/www.hindawi.com\/journals\/complexity\/2020\/8932526\/<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Erik Hoel \u5c1d\u8bd5\u5c06\u6b64\u524d\u63d0\u51fa\u7684\u57fa\u4e8e\u7c97\u7c92\u5316\u7684\u65b9\u6cd5\u5e94\u7528\u5230\u590d\u6742\u7f51\u7edc\u4e2d\uff0c\u4e0d\u540c\u7684\u662f\uff0c\u8fd9\u91cc\u5047\u5b9a\u7f51\u7edc\u5177\u6709\u968f\u673a\u6e38\u8d70\u52a8\u529b\u5b66\uff0c\u5c06\u968f\u673a\u6e38\u8d70\u5b50\u653e\u5728\u8282\u70b9\u4e0a\u7b49\u4ef7\u4e8e\u5bf9\u8282\u70b9\u505a\u5e72\u9884\uff0c\u7136\u540e\u57fa\u4e8e\u968f\u673a\u6e38\u8d70\u6982\u7387\u5b9a\u4e49\u8282\u70b9\u7684\u8f6c\u79fb\u6982\u7387\u77e9\u9635\uff0c\u968f\u540e\u5728\u4e0d\u540c\u53c2\u6570\u4e0b\u7684\u4eba\u5de5\u7f51\u7edc\u4ee5\u53ca\u771f\u5b9e\u7f51\u7edc\u4e2d\u91cf\u5316\u56e0\u679c\u6d8c\u73b0\u7684\u53d1\u751f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.Ross Griebenow, Brennan Klein, Erik Hoel. <strong>Finding the right scale of a network: Efficient identification of causal emergence through spectral clustering<\/strong><em>. arXiv:1908.07565<\/em>, 2022 &nbsp; &nbsp;https:\/\/arxiv.org\/abs\/1908.07565<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e3a\u4e86\u4f7f\u5f97\u4e0a\u8ff0\u65b9\u6cd5\u80fd\u5e94\u7528\u5230\u66f4\u5927\u89c4\u6a21\u7684\u7f51\u7edc\u4e2d\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u8c31\u805a\u7c7b\u7684\u65b9\u6cd5\u6765\u8bc6\u522b\u504f\u597d\u4f9d\u9644\u7f51\u7edc\u4e2d\u7684\u56e0\u679c\u6d8c\u73b0\u3002\u76f8\u6bd4\u8d2a\u5a6a\u7b97\u6cd5\u4ee5\u53ca\u68af\u5ea6\u4e0b\u964d\u7b97\u6cd5\uff0c\u8c31\u805a\u7c7b\u7b97\u6cd5\u7684\u8ba1\u7b97\u65f6\u95f4\u6700\u5c11\uff0c\u540c\u65f6\u627e\u5230\u7684\u5b8f\u89c2\u7f51\u7edc\u7684\u56e0\u679c\u6d8c\u73b0\u4e5f\u66f4\u52a0\u663e\u8457\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">3.Klein Brennan. <strong>Evolution and emergence: higher order information structure in protein interactomes across the tree of life<\/strong>, 2021, 13(12): 283\u2013294 &nbsp; https:\/\/academic.oup.com\/ib\/article\/13\/12\/283\/6474503?login=false<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7531\u4e8e\u751f\u7269\u7f51\u7edc\u4e2d\u5145\u6ee1\u566a\u97f3\u4e14\u751f\u7269\u7cfb\u7edf\u5728\u8fdb\u5316\u8fc7\u7a0b\u4e2d\u4e5f\u666e\u904d\u5b58\u5728\u7b80\u5e76\u73b0\u8c61\uff0c\u8fd9\u4e24\u4e2a\u539f\u56e0\u5bfc\u81f4\u76ee\u524d\u5c1a\u4e0d\u6e05\u695a\u5728\u4f55\u79cd\u5c3a\u5ea6\u4e0a\u5206\u6790\u751f\u7269\u7cfb\u7edf\u624d\u80fd\u6700\u597d\u5730\u7406\u89e3\u5b83\u4eec\u7684\u529f\u80fd\u3002\u4e3a\u6b64\uff0cKlein\u7b49\u5206\u6790\u4e86\u8d85\u8fc71800\u4e2a\u7269\u79cd\u7684\u86cb\u767d\u8d28\u76f8\u4e92\u4f5c\u7528\u7f51\u7edc\uff0c\u53d1\u73b0\u5b8f\u89c2\u5c3a\u5ea6\u7684\u7f51\u7edc\u5177\u6709\u66f4\u5c0f\u7684\u566a\u97f3\u548c\u7b80\u5e76\u6027\uff0c\u540c\u65f6\u4e0e\u4e0d\u53c2\u4e0e\u5b8f\u89c2\u5c3a\u5ea6\u7684\u8282\u70b9\u76f8\u6bd4\uff0c\u7ec4\u6210\u5b8f\u89c2\u5c3a\u5ea6\u4ea4\u4e92\u7fa4\u4e2d\u7684\u8282\u70b9\u66f4\u5177\u6709\u5f39\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">4.Anshuman Swain, Sara D. Williams, Louisa J. Di Felice, et al. <strong>Interactions and information: exploring task allocation in ant colonies using network analysis<\/strong><em>. animal behaviour<\/em>, 2022, 189: 69-81 &nbsp;https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0003347222001208<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Swain\u7b49\u63a2\u7d22\u8681\u7fa4\u7684\u4ea4\u4e92\u5386\u53f2\u5bf9\u4efb\u52a1\u5206\u914d\u548c\u4efb\u52a1\u5207\u6362\u7684\u5f71\u54cd\uff0c\u4f7f\u7528\u6709\u6548\u4fe1\u606f\u7814\u7a76\u566a\u58f0\u4fe1\u606f\u5982\u4f55\u5728\u8682\u8681\u4e4b\u95f4\u4f20\u64ad\u3002\u7ed3\u679c\u53d1\u73b0\uff0c\u8681\u7fa4\u4e4b\u95f4\u5386\u53f2\u4ea4\u4e92\u7a0b\u5ea6\u5f71\u54cd\u4efb\u52a1\u7684\u5206\u914d\uff0c\u5e76\u4e14\u5177\u4f53\u4ea4\u4e92\u4e2d\u8682\u8681\u7fa4\u4f53\u7684\u7c7b\u578b\u51b3\u5b9a\u4e86\u4ea4\u4e92\u4e2d\u7684\u566a\u97f3\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u4ed6\u53c2\u8003\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">5.Hoel Erik, Levin Michael. <strong>Emergence of Informative Higher Scales in Biological Systems: A Computational Toolkit for Optimal Prediction and Control<\/strong><em>. Communicative &amp; Integrative Biology<\/em>, 2020, 13(1): 108\u201318 &nbsp; https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/19420889.2020.1802914<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Erik Hoel\u7b49\u501f\u52a9\u6709\u6548\u4fe1\u606f\u7406\u8bba\u8fdb\u4e00\u6b65\u7814\u7a76\u4e86\u751f\u7269\u7cfb\u7edf\u4e2d\u7684\u56e0\u679c\u6d8c\u73b0\uff0c\u4f5c\u8005\u5c06\u6709\u6548\u4fe1\u606f\u5e94\u7528\u5230\u57fa\u56e0\u8c03\u63a7\u7f51\u7edc\u4e2d\uff0c\u8bc6\u522b\u6700\u80fd\u63d0\u4f9b\u4fe1\u606f\u7684\u5fc3\u810f\u53d1\u80b2\u6a21\u578b\u4ece\u800c\u63a7\u5236\u54fa\u4e73\u52a8\u7269\u7684\u5fc3\u810f\u53d1\u80b2\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">6.Simon Mattsson, Eric J. Michaud, Erik Hoel. <strong>Examining the causal structures of deep neural networks using information theory<\/strong><em>. arXiv:2010.13871<\/em>, 2020, 66(5): 688 &nbsp;https:\/\/www.mdpi.com\/1099-4300\/22\/12\/1429<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Marrow\u7b49\u5c1d\u8bd5\u5f15\u5165\u4e86\u4e00\u4e2a\u57fa\u4e8e\u4fe1\u606f\u8bba\u7684\u6307\u6807\u5373\u6709\u6548\u4fe1\u606f\uff0c\u6765\u91cf\u5316\u548c\u8ddf\u8e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2dDNN\u56e0\u679c\u7ed3\u6784\u7684\u53d8\u5316\uff0c\u4ece\u800c\u53ef\u4ee5\u5224\u65ad\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u5176\u4e2d\u6709\u6548\u4fe1\u606f\u7528\u4e8e\u8bc4\u4f30\u8282\u70b9\u548c\u8fb9\u5bf9\u6bcf\u5c42\u4e0b\u6e38\u76ee\u6807\u7684\u56e0\u679c\u7684\u5f71\u54cd\u7a0b\u5ea6\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">7.Klein Brennan, Swain Anshuman, Byrum Travis, et al. <strong>Exploring Noise, Degeneracy and Determinism in Biological Networks with the Einet Package<\/strong>, 2022, 13(4): 799\u2013804 &nbsp; &nbsp;https:\/\/besjournals.onlinelibrary.wiley.com\/doi\/full\/10.1111\/2041-210X.13805<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7531\u4e8e\u751f\u7269\u7f51\u7edc\u4e2d\u5145\u6ee1\u566a\u97f3\u4f7f\u5f97\u5f88\u96be\u7406\u89e3\u5176\u5185\u90e8\u7684\u8fd0\u4f5c\u539f\u7406\uff0c\u8be5\u5de5\u4f5c\u8fdb\u4e00\u6b65\u63a2\u7d22\u751f\u7269\u7f51\u7edc\u4e2d\u7684\u566a\u58f0\u3001\u7b80\u5e76\u6027\u548c\u786e\u5b9a\u6027\u4e09\u8005\u4e4b\u95f4\u7684\u5173\u7cfb\u4ee5\u53ca\u5177\u4f53\u542b\u4e49\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d44\u6599\u63a8\u8350\uff1a<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u590d\u6742\u7f51\u7edc\u52a8\u529b\u5b66\u7cfb\u7edf\u91cd\u6784\u6587\u732e\uff1ahttps:\/\/pattern.swarma.org\/article\/28<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247627288&amp;idx=1&amp;sn=0980c8ed81f5fae6370e0173e67cd047&amp;scene=21#wechat_redirect\" textvalue=\"\u5982\u4f55\u901a\u8fc7\u56e0\u679c\u6d8c\u73b0\u627e\u5230\u590d\u6742\u7f51\u7edc\u7684\u5408\u9002\u5c3a\u5ea6\uff1f\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\">\u5982\u4f55\u901a\u8fc7\u56e0\u679c\u6d8c\u73b0\u627e\u5230\u590d\u6742\u7f51\u7edc\u7684\u5408\u9002\u5c3a\u5ea6\uff1f<\/span><\/a><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\"><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247631378&amp;idx=1&amp;sn=2214710d9c092b6d75587e3737c9ff3c&amp;scene=21#wechat_redirect\" textvalue=\"\u4ece\u751f\u547d\u8d77\u6e90\u5230\u6d41\u884c\u75c5\uff1a\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u591a\u5c3a\u5ea6\u6d8c\u73b0\u73b0\u8c61&nbsp;\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\">\u4ece\u751f\u547d\u8d77\u6e90\u5230\u6d41\u884c\u75c5\uff1a\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u591a\u5c3a\u5ea6\u6d8c\u73b0\u73b0\u8c61&nbsp;<\/span><\/a><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\"><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u8111\u4e0e\u6d8c\u73b0<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u8363\u82f1\u6dc7<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7406\u60f3\u8ba1\u5212\uff1a\u5c06\u8111\u7684\u6d8c\u73b0\u73b0\u8c61\u5206\u4e3a\u5f3a\u6d8c\u73b0\u548c\u5f31\u6d8c\u73b0\uff08\u89c1\u91cd\u70b91\uff0c\u53e6\u5916\u7684\u601d\u8def\u662f\u7ed3\u5408emergentism in neuroscience\u8fd9\u4e2a\u89c6\u89d2\u53bb\u8865\u5145\u5185\u5bb9\uff09\uff0c\u5f3a\u6d8c\u73b0\u4e3b\u8981\u8ba8\u8bba\u8111\u4e0e\u610f\u8bc6\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u5207\u5165\u70b9\u662f\u4e0d\u540c\u5c3a\u5ea6\u4e0b\u7684\u56e0\u679c\u7ed3\u6784\uff08\u91cd\u70b92\uff09\uff0c\u5728\u8bb2\u660e\u767d\u8fd9\u7bc7\u6587\u7ae0\u7684\u540c\u65f6\u4e5f\u8bb2\u660e\u767d\u4e00\u4e9b\u6574\u5408\u4fe1\u606f\u8bba\u7684\u7406\u5ff5\u548c\u57fa\u672c\u8ba1\u7b97\u65b9\u5f0f\uff08\u56e0\u4e3a\u5177\u4f53\u8ba1\u7b97\u662f\u57fa\u4e8e\u6b64\u7684\uff09\uff0c\u800c\u5f31\u6d8c\u73b0\u53ef\u80fd\u4f53\u73b0\u5728\u8111\u7684\u4e00\u4e9b\u9ad8\u9636\u5173\u7cfb\u4e0a\uff0c\u5176\u4e2d\u91cd\u70b9\u60f3\u8bb2\u7684\u662f\u8111\u7684\u534f\u540c\u529f\u80fd\u4ea4\u4e92\uff08\u91cd\u70b93\uff09\u548c\u9ad8\u9636\u5173\u7cfb\u76f8\u5bf9\u4e8e\u4f20\u7edf\u529f\u80fd\u8fde\u63a5\u7f51\u7edc\u7684\u533a\u522b\uff08\u91cd\u70b94\uff09\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u91cd\u70b9\u89e3\u8bfb\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Turkheimer F.E., Hellyer P., Kehagia A.A., et al. <strong>Weak vs. strong emergence for the modelling of brain function<\/strong>, 2019 https:\/\/pubmed.ncbi.nlm.nih.gov\/30684520\/.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong> <\/strong>\uff08\u91cd\u70b91\uff09\u5212\u5206\u5f3a\u6d8c\u73b0\u548c\u5f31\u6d8c\u73b0\uff0c\u4e3a\u4eba\u5bf9\u5927\u8111\u529f\u80fd\u7684\u5efa\u6a21\u63d0\u4f9b\u601d\u60f3\u53c2\u8003\uff0c\u5e76\u4e3a\u5904\u7406\u5f31\u6d8c\u73b0\u63d0\u4f9b\u66f4\u5177\u6709\u53c2\u8003\u4ef7\u503c\u7684\u610f\u89c1<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.Matteo Grasso, Larissa Albantakis, Jonathan P. Lang, et al. <strong>Causal reductionism and causal structures<\/strong><em>. nature neuroscience<\/em>, 2021, 24(10): 1348-1355 https:\/\/www.nature.com\/articles\/s41593-021-00911-8.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff08\u91cd\u70b92\uff09\u901a\u8fc7\u4e00\u4e2aagent\u6a21\u578b\u53cd\u9a73\u56e0\u679c\u4e0a\u7684\u8fd8\u539f\u8bba\u548c\u6574\u4f53\u8bba\uff0c\u8bf4\u660e\u56e0\u679c\u4e0d\u7b49\u4ef7\u4e8e\u9884\u6d4b\u548c\u968f\u9644\u6027\u3002\u9610\u8ff0<span style=\"color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.578px;text-wrap: wrap;\">\u56e0\u679c\u7ed3\u6784<\/span>\u7684\u5f71\u54cd\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">3.Andrea I. Luppi, Pedro A. M. Mediano, Fernando E. Rosas, et al. <strong>A synergistic core for human brain evolution and cognition<\/strong><em>. nature neuroscience<\/em>, 2022, 25(6): 771-782 https:\/\/www.nature.com\/articles\/s41593-022-01070-0.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff08\u91cd\u70b93\uff09\u5c06\u8111\u533a\u57df\u4e4b\u95f4\u7684\u529f\u80fd\u4ea4\u4e92\u533a\u5206\u4e3a\u534f\u540c\u548c\u5197\u4f59\u90e8\u5206\u5e76\u8fdb\u884c\u5206\u6790<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">4.Thomas F. Varley, Maria Pope, Joshua Faskowitz, et al. <strong>Multivariate information theory uncovers synergistic subsystems of the human cerebral cortex<\/strong><em>. communications biology<\/em>, 2023, 6(1): 1-12<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">https:\/\/www.nature.com\/articles\/s42003-023-04843-w.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff08\u91cd\u70b94\uff09\u8df3\u51fa\u4f20\u7edf\u7684\u529f\u80fd\u8fde\u63a5\u7f51\u7edc\u53bb\u5206\u6790\u8111\u533a\u4e4b\u95f4\u7684\u9ad8\u9636\u5173\u7cfb<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u4ed6\u53c2\u8003\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">5.Feinberg Todd E., Mallatt Jon. <strong>Phenomenal Consciousness and Emergence: Eliminating the Explanatory Gap<\/strong>, 2020, 11 https:\/\/www.frontiersin.org\/articles\/10.3389\/fpsyg.2020.01041\/full<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6d8c\u73b0\u4e0e\u610f\u8bc6\u4e4b\u95f4\u8054\u7cfb\u7684\u8fdb\u4e00\u6b65\u8ba8\u8bba<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">6.Oizumi, M., Albantakis, L., &amp; Tononi, G. (2014). From the phenomenology to the mechanisms of consciousness: Integrated Information Theory 3.0. <em>PLoS computational biology<\/em>, <em>10<\/em>(5), e1003588. https:\/\/doi.org\/10.1371\/journal.pcbi.1003588<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6574\u5408\u4fe1\u606f\u8bba\u7684\u4e00\u7bc7\u9610\u91ca\u5de5\u4f5c\u3002\u6574\u5408\u4fe1\u606f\u8bba\u4e00\u65b9\u9762\u4f5c\u4e3a\u5f3a\u6d8c\u73b0\u5047\u8bbe\u7684\u7406\u8bba\u6848\u4f8b\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u542f\u53d1\u4e86 Erik Hoel \u7684\u56e0\u679c\u6d8c\u73b0\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">7.Albantakis L., Marshall W., Hoel E., et al. <strong>What caused what? A quantitative account of actual causation using dynamical causal networks<\/strong><em>. Entropy<\/em>, 2019, 21(5): 459<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">https:\/\/pubmed.ncbi.nlm.nih.gov\/33267173\/<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5bf9\u4e8e\u56e0\u679c\u7ed3\u6784\u5206\u6790\u7684\u5b9a\u91cf\u63cf\u8ff0\u6846\u67b6\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">8.Luppi A.I., Mediano P.A.M., Rosas F.E., et al. <strong>What it is like to be a bit: an integrated information decomposition account of emergent mental phenomena<\/strong>, 2021, 16;2021(2):niab027.&nbsp;<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC8600547\/<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u901a\u8fc7\u4fe1\u606f\u5206\u89e3\u5206\u6790\u6d8c\u73b0\u51fa\u6765\u7684\u5fc3\u7406\u611f\u53d7<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">9.Arturo E. Hernandez, Hannah L. Claussenius-Kalman, Juliana Ronderos, et al. <strong>Neuroemergentism: A framework for studying cognition and the brain<\/strong><em>. journal of neurolinguistics<\/em>, 2019, 49: 214-223.&nbsp;<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &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;letter-spacing: 0.034em;\">https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0911604417301008#:~:text=Finally%2C%20Neuroemergentism%20represents%20an%20extension%20of%20an%20Emergentist,a%20number%20of%20changes%20across%20the%20entire%20organism<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e0d\u540c\u4e8e\u5728\u8bb8\u591a\u7cfb\u7edf\u5185\u90e8\u4e0d\u540c\u5c3a\u5ea6\u4e0b\u7684\u6d8c\u73b0\u5ea6\u91cf\uff0c\u5bf9\u4e8e\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6d8c\u73b0\u662f\u4e00\u79cd\u89e3\u91ca\u6027\u7684\u6846\u67b6\uff0c\u89e3\u91ca\u8bed\u8a00\u4ea7\u751f\u3001\u4eba\u8138\u8bc6\u522b\u7b49\u8ba4\u77e5\u529f\u80fd\u53d1\u5c55\u4e0a\u7684\u6d8c\u73b0\u73b0\u8c61\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d44\u6599\u63a8\u8350<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a<\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247501967&amp;idx=1&amp;sn=615b6754ae41076ea2aff77bd3986fc9&amp;scene=21#wechat_redirect\" textvalue=\"\u600e\u6837\u79d1\u5b66\u5730\u7814\u7a76\u201c\u610f\u8bc6\u201d\uff1f\u8fd9\u91cc\u4e3a\u4f60\u68b3\u7406\u4e86\u4e00\u6761\u63a2\u7d22\u8def\u5f84\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u600e\u6837\u79d1\u5b66\u5730\u7814\u7a76\u201c\u610f\u8bc6\u201d\uff1f\u8fd9\u91cc\u4e3a\u4f60\u68b3\u7406\u4e86\u4e00\u6761\u63a2\u7d22\u8def\u5f84<\/span><\/a><span style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\">&nbsp;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247582320&amp;idx=2&amp;sn=c833a02175b8621ae335adeb2e3938bc&amp;scene=21#wechat_redirect\" textvalue=\"\u6d8c\u73b0\u7684\u79cd\u7c7b\u4e0e\u5f62\u5f0f\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" style=\"font-size: 15px;color: rgb(0, 122, 170);text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"font-size: 15px;color: rgb(0, 122, 170);\">\u6d8c\u73b0\u7684\u79cd\u7c7b\u4e0e\u5f62\u5f0f<\/span><\/a><span style=\"font-size: 15px;text-decoration: underline;color: rgb(0, 122, 170);\"><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(61, 170, 214);\"><strong>\u6d8c\u73b0\u7684\u63a2\u6d4b<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u8350\u4eba\uff1a\u9648\u601d\u8fdc<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b80\u4ecb\uff1a\u9996\u5148\u7efc\u8ff0\u6d8c\u73b0\u7814\u7a76\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u5f15\u51fa\u5bf9\u6d8c\u73b0\u63a2\u6d4b\u7684\u7814\u7a76\u3002\u6d8c\u73b0\u63a2\u6d4b\u65e8\u5728\u63a2\u6d4b\u6d8c\u73b0\u5f62\u6210\u4e0e\u6d88\u9000\u7684\u65f6\u523b\uff0c\u6709\u5229\u4e8e\u76d1\u6d4b\u7cfb\u7edf\u7684\u5b8f\u89c2\u72b6\u6001\uff0c\u5bf9\u6709\u5bb3\u7684\u6d8c\u73b0\u73b0\u8c61\u53d1\u51fa\u9884\u8b66\u4fe1\u53f7\u3002\u6d8c\u73b0\u63a2\u6d4b\u9762\u4e34\u7684\u6311\u6218\u5305\u62ec\uff1a\u5982\u4f55\u5b9a\u91cf\u5730\u5b9a\u4e49\u6240\u5173\u5fc3\u7684\u6d8c\u73b0\u73b0\u8c61\uff0c\u5982\u4f55\u5229\u7528\u5927\u91cf\u7684\u4e2a\u4f53\u611f\u77e5\u6570\u636e\u5efa\u6a21\u7cfb\u7edf\u7684\u975e\u7ebf\u6027\u52a8\u529b\u5b66\uff0c\u5982\u4f55\u63ed\u793a\u7cfb\u7edf\u4e2d\u4e0e\u6d8c\u73b0\u76f8\u5173\u7684\u7a7a\u95f4\u6a21\u5f0f\u7b49\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u91cd\u70b9\u89e3\u8bfb\u6587\u732e\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Somayeh Kalantari, Eslam Nazemi, and Behrooz Masoumi. <strong>Emergence Phenomena in Self-organizing Systems: A Systematic Literature Review of Concepts, Researches, and Future Prospects.<\/strong> <em>Journal of Organizational Computing and Electronic Commerce<\/em>, 2020, 30(3):224\u2013265<br  \/>https:\/\/doi.org\/10.1080\/10919392.2020.1748977<\/span><br  \/><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5168\u9762\u7efc\u8ff0\u6d8c\u73b0\u7684\u5b9a\u4e49\u3001\u9a8c\u8bc1\u3001\u63a2\u6d4b\u3001\u5ea6\u91cf\u3001\u9884\u6d4b\u3001\u5efa\u6a21\u3001\u4eff\u771f\u3001\u63a7\u5236\u7b49\uff0c\u4e3a\u81ea\u7ec4\u7ec7\u7cfb\u7edf\u4e2d\u6d8c\u73b0\u73b0\u8c61\u7684\u5b9a\u91cf\u7814\u7a76\u3001\u4e0e\u6d8c\u73b0\u76f8\u5173\u7684\u4e0d\u540c\u5b66\u79d1\uff0c\u63d0\u4f9b\u8f83\u4e3a\u5b8c\u6574\u7684\u56fe\u666f\uff0c\u7531\u6b64\u5f15\u51fa\u5bf9\u6d8c\u73b0\u63a2\u6d4b\u7684\u7814\u7a76\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.Eamonn O&#8217;toole, Vivek Nallur , Siobh\u00e1n Clarke. <strong>Decentralised Detection of Emergence in Complex Adaptive Systems<\/strong><em>. ACM Transactions on Autonomous and Adaptive Systems<\/em>, 2017, 12(1): 1-31<br  \/>https:\/\/doi.org\/10.1145\/3019597<br  \/>\u628a\u6d8c\u73b0\u63a2\u6d4b\u8f6c\u5316\u4e3a\u53d8\u5316\u70b9\u68c0\u6d4b\u95ee\u9898\uff0c\u5728\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u65e0\u4e2d\u5fc3\u6027\u7684\u8bbe\u5b9a\u4e0b\uff0c\u63d0\u51fa\u4e00\u79cd\u53bb\u4e2d\u5fc3\u5316\u7684\u6d8c\u73b0\u63a2\u6d4b\u6846\u67b6\uff0c\u5728\u9e1f\u7fa4\u3001\u4eba\u7fa4\u3001\u4ea4\u901a\u4e09\u4e2a\u4eff\u771f\u7cfb\u7edf\u4e0a\u9a8c\u8bc1\u65b9\u6cd5\u7684\u6709\u6548\u6027\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">3.Eugene Santos, Yan Zhao, and Sergio Gomez. <strong>Automatic Emergence Detection in Complex Systems<\/strong>. <em>Complexity<\/em>, 2017, vol. 2017.<br  \/>https:\/\/doi.org\/10.1155\/2017\/3460919<br  \/>\u57fa\u4e8e\u5b50\u7cfb\u7edf\u95f4\u7684\u4ea4\u4e92\u8fdb\u884c\u6d8c\u73b0\u63a2\u6d4b\u3002\u9996\u5148\u5bf9\u6d8c\u73b0\u7684\u4e0d\u540c\u7c7b\u578b\u8fdb\u884c\u5f62\u5f0f\u5316\u5b9a\u4e49\uff0c\u5c06\u6d8c\u73b0\u63a2\u6d4b\u8f6c\u5316\u4e3a\u5206\u7c7b\u95ee\u9898\uff0c\u4f7f\u7528\u4e00\u79cd\u6982\u7387\u56fe\u6a21\u578b\u8fdb\u884c\u6d8c\u73b0\u63a2\u6d4b\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">4.Stephen Ranshous, Shitian Shen, Danai Koutra, Steve Harenberg, Christos Faloutsos, Nagiza F. Samatova. <strong>Anomaly Detection in Dynamic Networks: A Survey<\/strong>. <em>WIREs Computational Statistics<\/em>, 2015, 7(3):223\u2013247.<br  \/>https:\/\/doi.org\/10.1002\/wics.1347<br  \/>\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u7684\u6d8c\u73b0\u63a2\u6d4b\u95ee\u9898\u53ef\u4ee5\u5f52\u7ed3\u4e3a\u52a8\u6001\u56fe\u4e0a\u7684\u53d8\u5316\u70b9\u68c0\u6d4b\u95ee\u9898\u3002\u8be5\u8bba\u6587\u8f83\u5168\u9762\u5730\u7efc\u8ff0\u4e86\u52a8\u6001\u56fe\u4e0a\u7684\u5f02\u5e38\u68c0\u6d4b\u95ee\u9898\uff08\u5305\u62ec\u53d8\u5316\u70b9\u68c0\u6d4b\uff09\u4e0e\u65b9\u6cd5\uff0c\u53ef\u7528\u4e8e\u7814\u7a76\u6d8c\u73b0\u63a2\u6d4b\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u4ed6\u53c2\u8003\u6587\u732e<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">5.Zhao Yan. <strong>Emergence in Collective Intelligence.<\/strong>\u2009<em>Dartmouth College\u2009ProQuest Dissertations Publishing<\/em>, \u20092019.\u200913812172. https:\/\/www.proquest.com\/openview\/ebe4917d08ef227590b6b109cb6cf488\/1?pq-origsite=gscholar&amp;cbl=18750&amp;diss=y#<br  \/>\u7fa4\u4f53\u667a\u80fd\u4e2d\u7684\u6d8c\u73b0\u73b0\u8c61\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">6.M. Mnif, C. M\u00fcller-Schloer. <strong>Quantitative Emergence<\/strong>. <em>2006 IEEE Mountain Workshop on Adaptive and Learning Systems<\/em>, 2006, pp. 78\u201384 https:\/\/doi.org\/10.1109\/SMCALS.2006.250695<\/span><br  \/><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u901a\u8fc7\u9999\u519c\u71b5\u5ea6\u91cf\u7cfb\u7edf\u7684\u6709\u5e8f\u6027\uff0c\u6839\u636e\u71b5\u7684\u6539\u53d8\u91cf\u6765\u63a2\u6d4b\u6d8c\u73b0\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">7.Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra. <strong>Emergence of Maps in the Memories of Blind Navigation Agents<\/strong>. <em>International Conference on Learning Representations<\/em>, 2023. https:\/\/openreview.net\/pdf?id=lTt4KjHSsyl<br  \/>\u667a\u80fd\u4f53\u5728\u5bfc\u822a\u8fc7\u7a0b\u4e2d\u6d8c\u73b0\u51fa\u9690\u5f0f\u5730\u56fe\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">8.Jie Ren, Mingjie Li, Qirui Chen, Huiqi Deng, Quanshi Zhang. <strong>Defining and Quantifying the Emergence of Sparse Concepts in DNNs<\/strong>. <em>Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition<\/em>, 2023, pp. 20280\u201320289 https:\/\/arxiv.org\/abs\/2111.06206<br  \/>\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e2d\u7a00\u758f\u6982\u5ff5\u7684\u6d8c\u73b0\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">9.Paul Bertens, Seong-Whan Lee. <strong>Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons<\/strong>. <em>Advances in Neural Information Processing Systems<\/em>, 2022. https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2022\/hash\/2c625366ae28066fcb1827b44517d674-Abstract-Conference.html<br  \/>\u6df1\u5ea6\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5206\u5c42\u67b6\u6784\u7684\u6d8c\u73b0\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">10.Mingjie Li, Shaobo Wang, Quanshi Zhang. <strong>Visualizing the Emergence of Intermediate Visual Patterns in DNNs<\/strong>. <em>Advances in Neural Information Processing Systems<\/em>, 2021. https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2021\/hash\/33ebd5b07dc7e407752fe773eed20635-Abstract.html<br  \/>\u53ef\u89c6\u5316\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u5c42\u6d8c\u73b0\u51fa\u7684\u89c6\u89c9\u6a21\u5f0f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">11.Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin. <strong>The Emergence of Objectness: Learning Zero-shot Segmentation from Videos<\/strong>. <em>Advances in Neural Information Processing Systems<\/em>, 2021.<br  \/>https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2021\/hash\/6d9cb7de5e8ac30bd5e8734bc96a35c1-Abstract.html<br  \/>\u7269\u4f53\u5206\u5272\u4e2d\u7684\u6d8c\u73b0\u73b0\u8c61\u3002<br  \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u626b\u7801\u67e5\u770b\u6591\u56fe\u8def\u5f84\uff0c\u9605\u8bfb\u548c\u6536\u85cf\u5b8c\u6574\u8bfb\u4e66\u4f1a\u6587\u732e\u5217\u8868<\/span><\/section>\n<section style=\"text-align: center;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"png\" data-w=\"400\" style=\"width: 125px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2023\/07\/wxsync-2023-07-8702f8910e2462d3c1f3a7e54ddf2d51.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">https:\/\/pattern.swarma.org\/article\/241?from=wechat<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 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