{"id":34255,"date":"2022-05-06T19:16:47","date_gmt":"2022-05-06T11:16:47","guid":{"rendered":"https:\/\/swarma.org\/?p=34255"},"modified":"2022-05-06T19:16:47","modified_gmt":"2022-05-06T11:16:47","slug":"%e5%9b%a0%e6%9e%9c%e3%80%81%e6%b6%8c%e7%8e%b0%e4%b8%8e%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%ef%bc%9a%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%ba%8c%e5%ad%a3%e5%90%af","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=34255","title":{"rendered":"\u56e0\u679c\u3001\u6d8c\u73b0\u4e0e\u673a\u5668\u5b66\u4e60\uff1a\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u7b2c\u4e8c\u5b63\u542f\u52a8"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" data-mpa-powered-by=\"yiban.io\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\" style=\"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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style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e3b\u8bb2\u4eba\uff1a<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5f20\u6c5f\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u59cb\u4eba\u3001\u96c6\u667a\u5b66\u56ed\u521b\u59cb\u4eba\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u5305\u62ec\u590d\u6742\u7f51\u7edc\u4e0e\u673a\u5668\u5b66\u4e60\u3001\u590d\u6742\u7cfb\u7edf\u5206\u6790\u4e0e\u5efa\u6a21\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u3002\u5176\u5f00\u521b\u7684\u96c6\u667a\u4ff1\u4e50\u90e8\u662f\u56fd\u5185\u5916\u77e5\u540d\u7684\u5b66\u672f\u793e\u533a\uff0c\u81f4\u529b\u4e8e\u590d\u6742\u7cfb\u7edf\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u591a\u9886\u57df\u7684\u8de8\u5b66\u79d1\u4ea4\u6d41\u4e0e\u5408\u4f5c\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><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;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;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;\">\n<section style=\"outline: 0px;float: 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8px;margin-left: 8px;outline: 0px;white-space: normal;font-size: 16px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u53d1\u8d77\u4eba\uff1a<\/span><\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-bottom: 0em;margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"293\" data-ratio=\"1\" data-type=\"png\" data-w=\"960\" data-width=\"293\" style=\"width: 162px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/05\/wxsync-2022-05-6f5e4c571e76e675a1b2411906be6f1b.png\"  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 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data-ratio=\"1.2133712660028448\" data-type=\"jpeg\" data-w=\"703\" data-width=\"285\" style=\"width: 163px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/05\/wxsync-2022-05-79297835881d69c6f3fa5f17a6e1d2d4.jpeg\"  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5cb3\u7389\u6d9b<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u96c6\u8403\u6df1\u5ea6\u611f\u77e5\u6280\u672f\u7814\u7a76\u6240\u521b\u59cb\u4eba\u3001\u6240\u957f\u3002\u4e3b\u8981\u7814\u7a76\u5174\u8da3\u5305\u62ec\u8ba1\u7b97\u5efa\u6a21\u4e0e\u4eba\u5de5\u667a\u80fd\u3001\u96f7\u8fbe\u89c6\u89c9\u878d\u5408\u3001\u7535\u78c1\u573a\u3001AGI\u7b49\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p style=\"margin-bottom: 0em;margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"332\" data-ratio=\"1.2209821428571428\"  data-type=\"jpeg\" data-w=\"1792\" data-width=\"273\" style=\"width: 169px;height: auto !important;\" src=\"\/wp-content\/uploads\/2022\/05\/wxsync-2022-05-9c037a04d1f714c0d5d303229559ce91.jpeg\"  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8881\u51b0<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u673a\u5668\u5b66\u4e60\u53ca\u7b97\u6cd5\u5f00\u53d1\u8d1f\u8d23\u4eba\u3002\u6bd5\u4e1a\u4e8e\u534e\u4e2d\u79d1\u6280\u5927\u5b66\uff0c\u7814\u7a76\u5174\u8da3\u5305\u62ec\u56e0\u679c\u63a8\u65ad\uff0c\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><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p style=\"margin-bottom: 0em;margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"278\" data-ratio=\"1\"  data-type=\"png\" data-w=\"204\" data-width=\"278\" style=\"width: 172px;height: auto !important;\" src=\"\/wp-content\/uploads\/2022\/05\/wxsync-2022-05-ead75db43f88741c98947f8050e79eb1.png\"  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7ae0\u5f66\u535a<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u6bd5\u4e1a\u4e8e\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u51dd\u805a\u6001\u7269\u7406\u7cfb\uff0c\u7f8e\u56fd\u4e9a\u5229\u6851\u90a3\u5dde\u7acb\u5927\u5b66 \u590d\u6742\u7cfb\u7edf\u535a\u58eb\u5728\u8bfb\uff0c\u96c6\u667a-\u51ef\u98ce\u7814\u8bfb\u8425\u5b66\u8005\uff0c\u7814\u7a76\u65b9\u5411\uff1a\u7edf\u8ba1\u7269\u7406\u3001\u590d\u6742\u7cfb\u7edf\u7b49\uff0c\u66fe\u5728\u745e\u5178Karolinska\u533b\u5b66\u9662\u8fdb\u884c\u8bbf\u95ee\u4ea4\u6d41\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p style=\"margin-bottom: 0em;margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"281\" data-ratio=\"1\" data-type=\"png\" data-w=\"529\" data-width=\"281\" style=\"width: 186px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/05\/wxsync-2022-05-05168733ac22b9fd89caaf58ca2dd692.png\"  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5f20\u7ae0<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u535a\u58eb\u5728\u8bfb\u3002\u7814\u7a76\u5174\u8da3\u96c6\u4e2d\u4e8e\u590d\u6742\u7f51\u7edc\u4e0e\u6df1\u5ea6\u5b66\u4e60\u7684\u4ea4\u53c9\u9886\u57df\uff0c\u5177\u4f53\u5305\u62ec\u7f51\u7edc\u91cd\u6784\u95ee\u9898\uff0cGraph\u4e0a\u7684\u4f18\u5316\u95ee\u9898\u7b49\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><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;\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;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;\">\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;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;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;caret-color: rgb(89, 89, 89);\">\u53c2\u4e0e\u65b9\u5f0f\u548c\u65f6\u95f4<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;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;\">\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<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;white-space: normal;font-size: 16px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u672c\u6b21\u8bfb\u4e66\u4f1a\u9002\u5408\u7684\u53c2\u4e0e\u5bf9\u8c61\uff1a<\/strong><\/span><\/section>\n<ol start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u4e8e\u590d\u6742\u7cfb\u7edf\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u65b9\u6cd5\u505a\u76f8\u5173\u7814\u7a76\u7684\u79d1\u7814\u5de5\u4f5c\u8005\uff1b<\/span><\/section>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u80fd\u719f\u7ec3\u9605\u8bfb\u82f1\u6587\u6587\u732e\uff0c\u5e76\u5bf9\u590d\u6742\u79d1\u5b66\u5145\u6ee1\u6fc0\u60c5\uff0c\u5bf9\u4e16\u754c\u7684\u672c\u8d28\u5145\u6ee1\u597d\u5947\u7684\u63a2\u7d22\u8005\u3002<\/span><\/section>\n<\/li>\n<\/ol>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u8fd0\u884c\u6a21\u5f0f<\/strong>\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6bcf 1 \u5468\u7531 1-2 \u540d\u8bfb\u4e66\u4f1a\u6210\u5458\u9886\u8bfb\u76f8\u5173\u8bba\u6587\uff0c\u8fdb\u884c\u7ebf\u4e0a\u4f1a\u8bae\uff0c\u4e0e\u4f1a\u8005\u53ef\u4ee5\u5e7f\u6cdb\u53c2\u4e0e\u8ba8\u8bba\uff08\u4ee5 PPT \u8bb2\u89e3\u7684\u5f62\u5f0f\uff0c\u76f4\u64ad\u95f4\u4e92\u52a8\u4ea4\u6d41\uff09\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong><br  \/><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u65f6\u95f4\uff1a<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ece2022\u5e745\u670822\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u65e5\u665a\u4e0a\u768419:00-21:00\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba1 7-8 \u5468\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65b9\u5f0f\uff1a\u6b64\u6b21\u8bfb\u4e66\u4f1a\u4e3a\u7ebf\u4e0a\u95ed\u95e8\u8bfb\u4e66\u4f1a\uff0c\u91c7\u7528\u7ebf\u4e0a\u4f1a\u8bae\u7684\u65b9\u5f0f\u8fdb\u884c\uff0c\u7ed3\u675f\u4e4b\u540e\u4f1a\u4e3a\u62a5\u540d\u6210\u5458\u63d0\u4f9b\u89c6\u9891\u56de\u653e\u7b49\u591a\u79cd\u8d44\u6599\u4f9b\u5927\u5bb6\u5b66\u4e60\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong><br  \/><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u8d39\u7528\uff1a<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfb\u4e66\u4f1a\u4fdd\u8bc1\u91d1\u5171\u8ba1 299 \u5143\/\u4eba\u3002\u4e3a\u4e86\u8fc7\u6ee4\u4e00\u4e9b\u975e\u4e13\u4e1a\u4eba\u58eb\uff0c\u7504\u9009\u51fa\u771f\u6b63\u5bf9\u793e\u4f1a\u8ba1\u7b97\u7814\u7a76\u611f\u5174\u8da3\u3001\u6709\u76f8\u5173\u7814\u7a76\u7ecf\u9a8c\u7684\u4e13\u4e1a\u4eba\u58eb\uff0c\u4fdd\u8bc1\u8bfb\u4e66\u4f1a\u7814\u8ba8\u8d28\u91cf\uff0c\u4e5f\u4e3a\u4e86\u6fc0\u52b1\u5927\u5bb6\u5b66\u4e60\u3001\u5206\u4eab\u3001\u603b\u7ed3\uff0c\u672c\u671f\u8bfb\u4e66\u4f1a\u5c06\u91c7\u53d6\u6536\u8d39 \u2013 \u9000\u6b3e\u7684\u4fdd\u8bc1\u91d1\u6a21\u5f0f\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u9000\u8d39\u89c4\u5219\uff1a<\/strong><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.\u6ee1\u8db3\u5982\u4e0b\u6761\u4ef6\u4e4b\u4e00\u8005<strong>\u5168\u989d\u9000\u6b3e<\/strong>\uff08\u672c\u5b63\u8bfb\u4e66\u4f1a\u7ed3\u675f\u540e\u7edf\u4e00\u9000\u8d39\uff09\uff1a<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d21\u732e\u4e86\u4e00\u6b21\u8bb2\u5ea7\uff08\u534a\u5c0f\u65f6\u4ee5\u4e0a\uff09\u5185\u5bb9\u7684\uff08\u9700\u8981\u63d0\u524d\u5411\u4e3b\u6301\u4eba\u7533\u8bf7\u5e76\u901a\u8fc7\u8bd5\u8bb2\uff09\uff1b<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li>\n<p style=\"line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5b8c\u6210\u4e86\u4e00\u7bc7\u4ee5\u4e0a\u8bfb\u4e66\u7b14\u8bb0\u5199\u4f5c\uff0c\u5e76\u5728\u96c6\u667a\u4ff1\u4e50\u90e8\u516c\u4f17\u53f7\u5206\u4eab\u3002\uff08\u8bfb\u4e66\u7b14\u8bb0\u6807\u51c6\uff1a\u5b57\u65703\u5343\u4ee5\u4e0a\uff0c\u56fe\u6587\u5e76\u8302\uff0c\u5177\u4f53\u8bf7\u53c2\u7167\u6b64\u6587\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247506966&amp;idx=1&amp;sn=4a77e194848fde84154ee906826e0fb5&amp;chksm=e897869bdfe00f8d638a21570f9d11786f8d5bdff359731ecb608bd490227e759c437278634b&amp;scene=21#wechat_redirect\" textvalue=\"\u56e0\u679c\u89c2\u5ff5\u65b0\u9769\u547d\uff1f\u4e07\u5b57\u957f\u6587\uff0c\u89e3\u8bfb\u590d\u6742\u7cfb\u7edf\u80cc\u540e\u7684\u6697\u56e0\u679c\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u56e0\u679c\u89c2\u5ff5\u65b0\u9769\u547d\uff1f\u4e07\u5b57\u957f\u6587\uff0c\u89e3\u8bfb\u590d\u6742\u7cfb\u7edf\u80cc\u540e\u7684\u6697\u56e0\u679c<\/a><\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff09\uff1b<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8ba4\u771f\u5b8c\u6210\u96c6\u667a\u767e\u79d1\u76f8\u5e94\u7684\u7f16\u64b0\u4efb\u52a1\uff0c\u7ecf\u8fc7\u96c6\u667a\u767e\u79d1\u56e2\u961f\u5ba1\u6838\u901a\u8fc7\uff0c\u5e76\u8fbe\u5230299\u79ef\u5206\u3002\uff08\u8be6\u60c5\u89c1https:\/\/wiki.swarma.org\/index.php?title=\u6fc0\u52b1\u5236\u5ea6\uff09<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2. \u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6\u4e4b\u4e00\u7684\u4e0d\u4ec5\u53ef\u4ee5<strong>\u5168\u989d\u9000\u6b3e<\/strong>\uff0c\u8fd8\u6709<strong>\u989d\u5916\u5956\u52b1<\/strong>\uff1a<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7531\u8bfb\u4e66\u4f1a\u5185\u5bb9\u542f\u53d1\uff0c\u4ea7\u751f\u4e86\u9760\u8c31\u7684\u65b0\u4ea7\u54c1\u521b\u610f\uff0c\u5e76\u5728\u8bfb\u4e66\u4f1a\u7ed3\u675f 2 \u4e2a\u6708\u5185\u63d0\u4ea4\u4e86\u8be6\u7ec6\u7684\u4ea7\u54c1\u7b56\u5212\u65b9\u6848\uff0c\u5e76\u901a\u8fc7\u4e86\u96c6\u667a\u4ff1\u4e50\u90e8\u7ec4\u7ec7\u7684\u76f8\u5e94\u8003\u6838\u7b54\u8fa9\u7684\uff1b<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7531\u8bfb\u4e66\u4f1a\u5185\u5bb9\u542f\u53d1\uff0c\u840c\u53d1\u4e86\u79d1\u7814\u8bba\u6587\u521b\u610f\uff0c\u5728\u8bfb\u4e66\u4f1a\u7ed3\u675f 2 \u4e2a\u6708\u5185\u5b8c\u6210\u521d\u7a3f\uff0c\u5e76\u5728\u6700\u7ec8\u7684\u8bba\u6587\u6210\u679c\u4e2d\u81f4\u8c22\u96c6\u667a\u4ff1\u4e50\u90e8\u548c\u56e0\u679c\u793e\u533a\u7684\uff08\u9700\u8981\u53d1\u8868\u5728SCI\u7b49\u6838\u5fc3\u520a\u7269\u4e0a\u3002\uff09<\/span><\/section>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\"><\/ul>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;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;\">\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;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;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;caret-color: rgb(89, 89, 89);\">\u62a5\u540d\u65b9\u5f0f<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;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;\">\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-bottom: 0em;margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><br  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e00\u6b65\uff1a\u626b\u7801\u586b\u5199\u62a5\u540d\u4fe1\u606f<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><img class=\"rich_pages wxw-img\" data-height=\"194\" data-ratio=\"1\" data-type=\"png\" data-w=\"400\" data-width=\"194\" style=\"text-align: center;white-space: normal;width: 112px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/05\/wxsync-2022-05-d7d26cfcb6897227b0526b5da571a983.png\"  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u626b\u7801\u62a5\u540d<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: center;\"><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: 0.5em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e8c\u6b65\uff1a\u586b\u5199\u4fe1\u606f\u540e\uff0c\u8fdb\u5165\u4ed8\u6b3e\u6d41\u7a0b\uff0c\u63d0\u4ea4\u4fdd\u8bc1\u91d1299\u5143\u3002\uff08\u7b26\u5408\u9000\u8d39\u6761\u4ef6\u540e\u53ef\u9000\u8d39\uff09<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><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\u7684\u8bfb\u4e66\u4f1a\u8ba8\u8bba\u7fa4<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff08\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\u5b66\u56ed\u5b98\u7f51\u4e0a\uff0c\u4f9b\u8bfb\u4e66\u4f1a\u6210\u5458\u56de\u770b\uff09<\/span><\/section>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;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;\">\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;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;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;caret-color: rgb(89, 89, 89);\">\u8bfb\u4e66\u4f1a\u9605\u8bfb\u6750\u6599<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;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;\">\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<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;white-space: normal;font-size: 16px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u6a21\u57571: \u8ffd\u6839\u6eaf\u6e90\uff1a\u4e92\u4fe1\u606f\u3001\u6709\u6548\u4fe1\u606f\u3001\u52a8\u529b\u5b66\u7ea6\u7b80<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong><br  \/><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u7b80\u4ecb\u3011<\/strong>\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u4e3a\u6211\u4eec\u89e3\u91ca\u6d8c\u73b0\u63d0\u4f9b\u4e86\u65b0\u7684\u89c6\u89d2\uff0c\u4eba\u4eec\u53d1\u73b0\uff0c\u5bf9\u4e8e\u5177\u6709\u6d8c\u73b0\u6027\u8d28\u7684\u7cfb\u7edf\uff0c\u5176\u5b8f\u89c2\u5c3a\u5ea6\u4f1a\u6bd4\u5fae\u89c2\u5c3a\u5ea6\u5177\u6709\u66f4\u660e\u786e\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u800c\u6709\u6548\u4fe1\u606f\u662f\u8861\u91cf\u7740\u4e00\u56e0\u679c\u7684\u624b\u6bb5\uff0c\u6709\u6548\u4fe1\u606f\u5728\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u4e92\u4fe1\u606f\uff0c\u8fd9\u4e00\u90e8\u5206\u6211\u4eec\u5c06\u8ffd\u6839\u6eaf\u6e90\uff0c\u53bb\u8be2\u95ee\u8fd9\u4e00\u95ee\u9898\uff1a\u4ece\u4fe1\u606f\u8bba\u7684\u89c6\u89d2\u6765\u770b\uff0c\u6709\u6548\u4fe1\u606f\u589e\u52a0\u7684\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\u5230\u5e95\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f\u5728\u8fd9\u4e00\u6a21\u5757\u6211\u4eec\u5c06\u6d89\u53ca\u5230\u4e92\u4fe1\u606f\u7684\u5206\u89e3\uff0c\u8ba4\u8bc6\u534f\u540c\u4fe1\u606f\uff0c\u5197\u4f59\u4fe1\u606f\uff0c\u4e5f\u5c06\u6d89\u53ca\u5230\u6574\u5408\u4fe1\u606f\u7b49\u8bdd\u9898\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u53c2\u8003\u6587\u732e\u3011<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\"><strong>1.Decomposition of mutual information<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1] Williams PL, Beer RD. Nonnegative decomposition of multivariate information. arXiv preprint arXiv:10042515. 2010;.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[2] Timme N, Alford W, Flecker B, Beggs JM. Synergy, redundancy, and multivariate information &nbsp; &nbsp; &nbsp; measures: An experimentalist&#8217;s perspective. Journal of Computational Neuroscience. 2014;36(2):119\u2013140. pmid:23820856<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[3] McGill WJ. Multivariate information transmission. Psychometrika. 1954;19(2):97\u2013116.(early)<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[4] Mediano PA, Rosas F, Carhart-Harris RL, Seth AK, Barrett AB. Beyond integrated information: A taxonomy of information dynamics phenomena. arXiv preprint arXiv:190902297. 2019;.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[5] Rosas F, Mediano P, Rassouli B, Barrett A. An operational information decomposition via synergistic disclosure. arXiv preprint arXiv:200110387. 2020;.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[6] Rassouli B, Rosas FE, G\u00fcnd\u00fcz D. Data Disclosure under Perfect Sample Privacy. IEEE Transactions on Information Forensics and Security. 2019;.(Algorithm)<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[7] Rosas FE, Mediano PAM, Gastpar M, Jensen HJ. Quantifying high-order interdependencies via multivariate extensions of the mutual information. Physical Review E. 2019(O-information Omega)<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[8] Rosas F, Mediano PAM, Ugarte M, Jensen HJ. An information-theoretic approach to self-organisation: Emergence of complex interdependencies in coupled dynamical systems. Entropy. 2018;20(10). pmid:33265882<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[9] Lizier JT, Bertschinger N, Jost J, Wibral M. Information decomposition of target effects from multi-source interactions: Perspectives on previous, current and future work. Entropy. 2018;20(4). pmid:33265398<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[10] Modes of information flows, arXiv:1808.06723v1<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[11] An operational information decomposition via synergistic disclosure, arXiv:2001.10387v2<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[12] Information Flows? A Critique of Transfer Entropies,PRL 116, 238701 (2016)<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\"><strong>2.Integrated information theory<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1] Tononi, G., Boly, M., Massimini, M. <em>et al.<\/em> Integrated information theory: from consciousness to its physical substrate. <em>Nat Rev Neurosci<\/em> 17, 450\u2013461 (2016). https:\/\/doi.org\/10.1038\/nrn.2016.44 Nature\u7efc\u8ff0<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[2] Giulio Tononi and Olaf Sporns: Measuring information integration, BMC Neuroscience 2003, 4:31<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[3] Measuring Integrated Information: Comparison of Candidate Measures in Theory and Simulation, https:\/\/www.mdpi.com\/1099-4300\/21\/1\/17\/htm<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[4] Sara Imari Walker, Hyunju Kim and Paul C. W. Davies,The informational architecture of the cell, Phil. Trans. R. Soc. A 374: 20150057.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[5] Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt: Multi-Level Cause-Effect Systems, Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS) 2016<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[6] Chang AY, Biehl M, Yu Y, Kanai R. Information Closure Theory of Consciousness. arXiv preprint arXiv:190913045. 2019<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\"><strong>3.Information Theory and Renormalization<\/strong> <\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1] Amit Gordon, Aditya Banerjee, Maciej Koch-Janusz, and Zohar Ringel: Relevance in the Renormalization Group and in Information Theory, arXiv:2012.01447v1<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[2] Giorgio Nicoletti and Daniel Maria Busiello: Mutual information disentangles interactions from changing environments, arXiv:2107.08985v2<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\"><strong>4.Computational Mechanics<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1]Cosma Rohilla Shalizi James P. Crutchfield: Computational Mechanics: Pattern and Prediction, Structure and Simplicity,SFI working paper, 1999, https:\/\/sfi-edu.s3.amazonaws.com\/sfi-edu\/production\/uploads\/sfi-com\/dev\/uploads\/filer\/28\/93\/289376d7-3479-4dba-8acc-90605832399d\/99-07-044.pdf<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\"><strong>5.Synergy or Reduction of Dynamics<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1]Bastian Pietras, Andreas Daffertshofer: Network dynamics of coupled oscillators and phase reduction techniques, Physics Reports 819 (2019) 1\u2013105<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u6a21\u57572: \u56e0\u679c\u4e0e\u6d8c\u73b0<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong><br  \/><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u7b80\u4ecb\u3011<\/strong>\u8fd1\u5e74\u6765\uff0c\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u5f02\u519b\u7a81\u8d77\uff0c\u5b83\u5c06\u56e0\u679c\u4f5c\u4e3a\u4e00\u79cd\u5b9a\u91cf\u5316\u7684\u5de5\u5177\u6765\u523b\u753b\u542b\u7cca\u4e0d\u6e05\u7684\u6d8c\u73b0\u6982\u5ff5\u3002\u672c\u6a21\u5757\u5c06\u5173\u6ce8\u56e0\u679c\u6d8c\u73b0\u548c\u6d8c\u73b0\u5b9a\u91cf\u5316\u5ea6\u91cf\u8fd9\u4e24\u4e2a\u65b9\u5411\u7684\u8fdb\u5c55\u3002\u5728\u56e0\u679c\u6d8c\u73b0\u65b9\u9762\uff0c\u5982\u4f55\u62d3\u5c55\u6709\u6548\u4fe1\u606f\u5de5\u5177\uff0c\u8ba9\u5b83\u9002\u7528\u4e8e\u8fde\u7eed\u52a8\u529b\u5b66\u7cfb\u7edf\u662f\u4e00\u4e2a\u51b3\u5b9a\u7740\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u662f\u5426\u80fd\u591f\u957f\u8db3\u53d1\u5c55\u7684\u95ee\u9898\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u4ece\u56e0\u679c\u6d8c\u73b0\u7684\u89d2\u5ea6\u53ef\u4ee5\u5c1d\u8bd5\u63a2\u7d22\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u81ea\u4e0a\u800c\u4e0b\u7684\u56e0\u679c\uff0c\u8fd9\u4e3a\u6211\u4eec\u7834\u89e3\u751f\u547d\u4e43\u81f3\u610f\u8bc6\u7684\u8c1c\u9898\u63d0\u4f9b\u4e86\u7406\u8bba\u57fa\u7840\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u53c2\u8003\u6587\u732e\u3011<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1] Ross Griebenow, Brennan Klein, and Erik Hoel: Finding the right scale of a network: Efficient identification of causal emergence in preferential attachment networks through spectral clustering, arXiv:1908.07565v2, arXiv:2003.13075v1<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[2] Thomas F. Varley: Causal Emergence in Discrete &amp; Continuous Dynamical Systems<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[3] Hiroshi Ashikaga,Francisco Prieto-Castrillo, Mari Kawakatsu, and Nima Dehghani: Causal Unit of Rotors in a Cardiac System, arXiv:1712.02203v1<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[4] Rosas F E, Mediano P A M, Jensen H J, et al. Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data[J]. PLoS computational biology, 2020, 16(12): e1008289.https:\/\/github.com\/pmediano\/ReconcilingEmergences<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[5] Greater than the parts: A review of the information decomposition approach to causal emergence\uff0chttps:\/\/arxiv.org\/abs\/2111.06518 \u7efc\u8ff0<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[6] Seth AK. Measuring autonomy and emergence via Granger causality. Artificial Life. 2010;16(2):179\u2013196. pmid:20067405<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"font-size: 13px;\"><span style=\"color: rgb(63, 63, 63);\">[7] Toy models of topdown causality, <span style=\"text-decoration: underline;\">https:\/\/arxiv.org\/abs\/1909.12739<\/span><\/span> <\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[8] Top Down Causality\uff08\u5c0f\u6728\u7403\u7684\u8bfb\u4e66\u4f1a\uff09<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u6a21\u57573: \u591a\u5c3a\u5ea6\u56e0\u679c\u5b66\u4e60<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong><br  \/><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u7b80\u4ecb\u3011<\/strong>\u6211\u4eec\u7528\u5404\u79cd\u5404\u6837\u7684\u6a21\u578b\u6765\u63cf\u8ff0\u4e16\u754c\uff0c\u5982\u679c\u8bf4\u57fa\u4e8ei.i.d.\u6570\u636e\u7684\u7edf\u8ba1\u6a21\u578b\u662f\u53d1\u73b0\u8868\u9762\u73b0\u8c61\u548c\u5173\u8054\u7684\u4e00\u7aef\uff0c\u90a3\u4e48\u53ef\u4ee5\u5904\u7406\u5e7f\u6cdb\u7684o.o.d.\u3001\u53cd\u4e8b\u5b9e\u7b49\u95ee\u9898\u7684\u4ee5\u504f\u5fae\u5206\u65b9\u7a0b\u4e3a\u4ee3\u8868\u7684\u7269\u7406\u6a21\u578b\u5c31\u662f\u63ed\u793a\u5185\u5728\u89c4\u5f8b\u548c\u56e0\u679c\u7684\u53e6\u4e00\u7aef\u3002\u667a\u80fd\u73b0\u8c61\u4e5f\u662f\u5982\u6b64\u3002\u4eba\u7c7b\u6709\u57fa\u4e8e\u91cd\u590d\u8bad\u7ec3\uff08\u6216\u6f14\u5316\uff09\u7684\u7aef\u5230\u7aef\u9ed1\u76d2\u5316\u7684\u8f93\u5165-\u8f93\u51fa\u53cd\u9988\u578b\u201c\u7cfb\u7edf\u4e00\u201d\u667a\u80fd\uff0c\u4e5f\u6709\u57fa\u4e8e\u610f\u8bc6\u548c\u6ce8\u610f\u529b\u7684\u53ef\u5bf9\u7b26\u53f7\u548c\u6982\u5ff5\u8fdb\u884c\u7ed3\u6784\u5316\u3001\u5206\u6790\u3001\u63a8\u7406\u7684\u201c\u7cfb\u7edf\u4e8c\u201d\u667a\u80fd\u3002\u5927\u91cf\u8ff9\u8c61\u8868\u660e\uff0c\u5bf9\u751f\u547d\u4e0e\u667a\u80fd\u7b49\u590d\u6742\u7cfb\u7edf\u6765\u8bf4\uff0c\u5728\u4e0d\u540c\u7684\u5c3a\u5ea6\u4e0a\u5177\u6709\u4e0d\u540c\u7684\u56e0\u679c\u89c4\u5f8b\uff0c\u8fd9\u4e9b\u89c4\u5f8b\u53ef\u4ee5\u7531\u4e0d\u540c\u5c42\u6b21\u7684\u56e0\u679c\u6a21\u578b\u6765\u8868\u5f81\uff0c\u5728\u5386\u53f2\u4e0a\u7531\u4e00\u4ee3\u4ee3\u7684\u79d1\u5b66\u5bb6\u6765\u5b8c\u6210\uff0c\u5f62\u6210\u4e86\u7269\u7406\u5b66\u3001\u751f\u7269\u5b66\u3001\u5fc3\u7406\u5b66\u7b49\u7b49\u5b66\u79d1\u3002\u673a\u5668\u5b66\u4e60\u4e3a\u6211\u4eec\u8fdb\u4e00\u6b65\u53d1\u73b0\u548c\u8868\u5f81\u8fd9\u4e9b\u56e0\u679c\u6a21\u578b\u5e26\u6765\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002\u5c3d\u7ba1\u8fd9\u4e2a\u9886\u57df\u7684\u5de5\u4f5c\u8fd8\u6bd4\u8f83\u5c11\uff0c\u4f46\u6211\u4eec\u5e0c\u671b\u901a\u8fc7\u4e00\u4e9b\u5927\u4f6c\u7ea7\u79d1\u5b66\u5bb6\u7684\u6307\u5411\u6027\u7684\u8bba\u6587\u7684\u89e3\u8bfb\uff0c\u4ee5\u53ca\u8f83\u4e3a\u6df1\u5165\u7684\u8ba8\u8bba\uff0c\u52a0\u6df1\u5bf9\u591a\u5c3a\u5ea6\u56e0\u679c\u5b66\u4e60\u7684\u7406\u89e3\uff0c\u542f\u53d1\u8fd9\u4e2a\u9886\u57df\u7684\u7814\u7a76\u601d\u8def\uff0c\u4fc3\u6210\u79d1\u7814\u5de5\u4f5c\u7684\u8fdb\u5c55\u548c\u5408\u4f5c\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u53c2\u8003\u6587\u732e\u3011<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1] Chalupka K, Eberhardt F, Perona P. Causal feature learning: an overview. Behaviormetrika, 2017, 44(1): 137-164.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[2] Sch\u00f6lkopf B, Locatello F, Bauer S, et al. Toward causal representation learning. Proceedings of the IEEE, 2021, 109(5): 612-634<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[3] Benedikt H\u00f6ltgen: Encoding Causal Macrovariables, arXiv:2111.14724v1<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[4] Gherardo Varando, Miguel-Angel Fern \u00b4 andez-Torres \u00b4, Gustau Camps-Valls: Learning Granger Causal Feature Representations<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[5] Mingyu Ding et al. &#8220;Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language&#8221; neural information processing systems (2021): n. pag.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u6a21\u57574: \u673a\u5668\u5b66\u4e60\u591a\u5c3a\u5ea6\u81ea\u52a8\u5efa\u6a21<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u7b80\u4ecb\u3011<\/strong>\u6d8c\u73b0\u4e0e\u56e0\u679c\u4e4b\u95f4\uff0c\u5177\u6709\u5341\u5206\u6df1\u523b\u7684\u5173\u8054\u3002\u800c\u8fd9\u79cd\u5173\u8054\uff0c\u5219\u53ef\u4ee5\u5206\u522b\u4ece\u300c\u591a\u5c3a\u5ea6\u300d\u548c\u300c\u5efa\u6a21\u300d\u4e24\u4e2a\u89d2\u5ea6\u9610\u91ca\u3002\u5728\u5b89\u5fb7\u68ee\u8457\u540d\u7684\u300a\u591a\u8005\u5f02\u4e5f\u300b\u4e00\u6587\u4e2d\uff0c\u4ed6\u70b9\u51fa\u4e86\u4e0d\u540c\u5c3a\u5ea6\u4e4b\u95f4\u5bf9\u79f0\u6027\u7684\u5dee\u5f02\u2014\u2014\u7cfb\u7edf\u5728\u66f4\u5927\u5c3a\u5ea6\u4e0a\u884c\u4e3a\u7684\u5bf9\u79f0\u6027\uff0c\u5f80\u5f80\u53ef\u4ee5\u4e0e\u5176\u5fae\u89c2\u89c4\u5f8b\u4e0d\u540c\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u4e0d\u540c\u7684\u5c3a\u5ea6\uff0c\u53ef\u4ee5\u6709\u4e0d\u540c\u7684\u6709\u6548\u7406\u8bba\u3002\u800c\u300c\u56e0\u679c\u6d8c\u73b0\u300d\u7406\u8bba\u4e5f\u53d1\u73b0\uff0c\u7c97\u7c92\u5316\u4e4b\u540e\u7684\u7cfb\u7edf\uff0c\u5373\u4fbf\u5ffd\u7565\u4e86\u5f88\u591a\u4fe1\u606f\uff0c\u4e5f\u6709\u53ef\u80fd\u62e5\u6709\u66f4\u9ad8\u7684\u300c\u56e0\u679c\u4fe1\u606f\u300d\u3002\u6b64\u4e8c\u8005\uff0c\u5728\u5c3a\u5ea6\u7684\u89c6\u89d2\u4e0b\u5c06\u6d8c\u73b0\u4e0e\u56e0\u679c\u5173\u8054\u4e86\u8d77\u6765\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u56e0\u679c\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u529b\u7684\u5efa\u6a21\u5de5\u5177\u3002\u5373\u4fbf\u6ca1\u6709\u5177\u4f53\u7684\u6570\u5b66\u516c\u5f0f\uff0c\u4ec5\u4ec5\u9760\u56e0\u679c\u56fe\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u5f97\u5230\u975e\u5e38\u4e30\u5bcc\u7684\u63a8\u8bba\u3002\u6709\u610f\u601d\u7684\u662f\uff0c\u6d8c\u73b0\u884c\u4e3a\u5e38\u5e38\u8868\u73b0\u51fa\u7279\u522b\u7684\u56e0\u679c\u5173\u7cfb\u2014\u2014\u5fae\u89c2\u4e0a\u53ef\u4ee5\u6709\u4e00\u5957\u56e0\u679c\uff0c\u5b8f\u89c2\u4e0a\u53ef\u4ee5\u6709\u53e6\u4e00\u5957\u56e0\u679c\u3002\u5c31\u5982\u6211\u4eec\u540c\u65f6\u62e5\u6709\u7269\u7406\u3001\u5316\u5b66\u3001\u751f\u7269\u4e00\u6837\uff0c\u6211\u4eec\u53ef\u4ee5\u5bf9\u540c\u4e00\u5957\u7cfb\u7edf\u63d0\u51fa\u591a\u79cd\u5efa\u6a21\u3002\u7531\u6b64\uff0c\u6d8c\u73b0\u3001\u56e0\u679c\u3001\u5efa\u6a21\u4e4b\u95f4\u7684\u6697\u7ebf\u5f97\u4ee5\u6d6e\u51fa\u6c34\u9762\u3002\u800c\u8fd9\u4e00\u6a21\u5757\u7684\u76ee\u7684\uff0c\u5c31\u662f\u5e0c\u671b\u80fd\u901a\u8fc7\u9605\u8bfb\u4e09\u4e2a\u9886\u57df\u7684\u6587\u732e\uff0c\u627e\u5230\u5b83\u4eec\u4e4b\u95f4\u5207\u5b9e\u7684\u5173\u8054\uff0c\u5e76\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u8fd9\u4e9b\u6982\u5ff5\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u53c2\u8003\u6587\u732e\u3011<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1] J. Zhang: Neural Information Squeezer for Causal Emergence, https:\/\/arxiv.org\/pdf\/2201.10154.pdf<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[2] Vlachas, P.R., Arampatzis, G., Uhler, C. <em>et al.<\/em> Multiscale simulations of complex systems by learning their effective dynamics. <em>Nat Mach Intell<\/em> (2022). https:\/\/doi.org\/10.1038\/s42256-022-00464-w<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[3] R. Iten, T. Metger, H. Wilming, L. del Rio, R. Renner, Discovering physical concepts with neural networks, Physical Review Letters (2020) 010508<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[4] M. Kramer, Nonlinear principal component analysis using autoassociative neural networks, AIChE journal 37 (2) (2013) 233\u2013243.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[5] Cai, L., &amp; Ji, S.: A Multi-Scale Approach for Graph Link Prediction. Proceedings of the AAAI Conference on Artificial Intelligence, 34(04), 3308-3315, 2020<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[6] Chen, W.et al.: Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting. Proceedings of the AAAI Conference on Artificial Intelligence, 34(04), 3529-3536, 2020<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[7] Chen Z. et al.: Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition, Proceedings of the AAAI Conference on Artificial Intelligence, 35(2), 1113-1122, 2021<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[8] Rao H. et al.: Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-Identification, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 973-980, 2021<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[9] Wang S. et al.: MT-STNets: Multi-Task Spatial-Temporal Networks for Multi-Scale Traffic Prediction\uff0c 504 \u2013 512, 2021<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u6a21\u5757\u4e94\uff1a\u91cf\u5b50\u56e0\u679c<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong><br  \/><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u7b80\u4ecb\u3011<\/strong>\u91cf\u5b50\u56e0\u679c\u662f\u4e00\u9879\u6b63\u5728\u53d1\u5c55\u4e2d\u7684\u65b0\u5174\u7814\u7a76\u9886\u57df\uff0c\u5e76\u6ca1\u6709\u4e25\u683c\u7684\u5b9a\u4e49\u3002\u4e00\u65b9\u9762\uff0c\u4ece\u56e0\u679c\u7406\u8bba\u53d1\u5c55\u672c\u8eab\u6765\u770b\uff0c\u7814\u7a76\u8005\u901a\u8fc7\u5bf9Judea Pearl\u56e0\u679c\u7406\u8bba\u7684\u91cf\u5b50\u5316\uff0c\u8ba8\u8bba\u91cf\u5b50\u516c\u56e0\uff08quantum common cause\uff09\u548c\u91cf\u5b50\u56e0\u679c\u6a21\u578b\uff08quantum causal model\uff09\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u73b0\u4ee3\u7406\u8bba\u7269\u7406\u5b66\u4e2d\u7684\u57fa\u672c\u7edf\u4e00\u7406\u8bba\u503e\u5411\u4e0b\uff0c\u5bf9\u91cf\u5b50\u65f6\u7a7a\u6216\u8005\u91cf\u5b50\u5f15\u529b\u7684\u8fdb\u4e00\u6b65\u63a2\u6c42\uff0c\u4e5f\u5f15\u53d1\u4e86\u5bf9\u91cf\u5b50\u56e0\u679c\u7684\u601d\u8003\u3002\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u6765\u8bf4\uff0c\u4e24\u79cd\u601d\u8def\uff0c\u67d0\u79cd\u610f\u4e49\u4e0a\u4e5f\u5b9e\u73b0\u4e86\u4e00\u5b9a\u7a0b\u5ea6\u7684\u6b8a\u9014\u540c\u5f52\uff0c\u56e0\u4e3a\u4e24\u79cd\u601d\u8003\u4e0b\u7684\u7406\u8bba\u4f53\u7cfb\u6709\u8d8b\u4e8e\u4e00\u81f4\u7684\u503e\u5411\uff0c\u5e26\u6765\u4e86\u8bf8\u5982\u5faa\u73af\u91cf\u5b50\u56e0\u679c\u6a21\u578b\uff08cyclic quantum causal model\uff09\u7b49\u7684\u65b0\u65b9\u5411\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u3010\u53c2\u8003\u6587\u732e\u3011<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[1] Allen, John-Mark A., Jonathan Barrett, Dominic C. Horsman, Ciar\u00e1n M. Lee, and Robert W. Spekkens. &#8220;Quantum common causes and quantum causal models.&#8221; <em>Physical Review X<\/em> 7, no. 3 (2017): 031021.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[2] Barrett, Jonathan, Robin Lorenz, and Ognyan Oreshkov. &#8220;Quantum causal models.&#8221; <em>arXiv preprint arXiv:1906.10726<\/em> (2019).<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[3] Costa, Fabio, and Sally Shrapnel. &#8220;Quantum causal modelling.&#8221; <em>New Journal of Physics<\/em> 18, no. 6 (2016): 063032.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[4] Brukner, \u010caslav. &#8220;Quantum causality.&#8221; <em>Nature Physics<\/em> 10, no. 4 (2014): 259-263.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[5] Baumeler, \u00c4min. &#8220;Causal loops: logically consistent correlations, time travel, and computation&#8221;, PhD thesis, Universit\u00e0 della Svizzera italiana, (2017).<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[6] Barrett, Jonathan, Robin Lorenz, and Ognyan Oreshkov. &#8220;Cyclic quantum causal models.&#8221; <em>Nature communications<\/em> 12, no. 1 (2021): 1-15.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[7] Jordan Cotler, Xizhi Han, Xiao-Liang Qi, Zhao Yang. Quantum Causal Influence. <span style=\"color: rgb(63, 63, 63);text-decoration: underline;\">https:\/\/arxiv.org\/pdf\/1811.05485.pdf<\/span><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"font-size: 13px;\"><span style=\"color: rgb(63, 63, 63);\">[8] \u010caslav Brukner. Quantum Causality. <span style=\"text-decoration: underline;\">https:\/\/www.nature.com\/articles\/nphys2930<\/span><\/span> <\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[9] Sean Carroll. The Arrow of Time in Causal Networks. <span style=\"color: rgb(63, 63, 63);text-decoration: underline;\">https:\/\/www.youtube.com\/watch?v=6slug9rjaIQ<\/span><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: left;line-height: normal;margin-bottom: 0.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">[10] John F. Donoghue, Gabriel Menezes. Quantum causality and the arrows of time and thermodynamics. <span style=\"color: rgb(63, 63, 63);text-decoration: underline;\">https:\/\/arxiv.org\/pdf\/2003.09047.pdf<\/span><\/span><\/section>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft 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210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;white-space: normal;font-size: 16px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u96c6\u667a\u4ff1\u4e50\u90e8\uff0c\u82f1\u6587\u540d\uff1aSwarma Club\uff0c\u6210\u7acb\u4e8e 2003 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