{"id":32844,"date":"2022-03-03T21:28:30","date_gmt":"2022-03-03T13:28:30","guid":{"rendered":"https:\/\/swarma.org\/?p=32844"},"modified":"2022-03-03T21:28:30","modified_gmt":"2022-03-03T13:28:30","slug":"%e7%bc%a9%e5%b0%8f%e7%9a%84%e7%a4%be%e4%bc%9a%e5%a4%a7%e8%84%91%ef%bc%9f%e7%a4%be%e4%bc%9a%e4%ba%92%e5%8a%a8%e5%a2%9e%e5%bc%ba%e7%a5%9e%e7%bb%8f%e5%a4%8d%e6%9d%82%e6%80%a7","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=32844","title":{"rendered":"\u7f29\u5c0f\u7684\u793e\u4f1a\u5927\u8111\uff1f\u793e\u4f1a\u4e92\u52a8\u589e\u5f3a\u795e\u7ecf\u590d\u6742\u6027"},"content":{"rendered":"<div class='wxsyncmain'>\n<section data-mpa-powered-by=\"yiban.io\">\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);\">\n<section style=\"outline: 0px;display: inline-block;width: 661px;vertical-align: top;background-color: rgb(246, 246, 246);\">\n<section style=\"outline: 0px;\">\n<p style=\"text-align: center;\"><img class=\"rich_pages wxw-img\" data-backh=\"454\" data-backw=\"661\" data-galleryid=\"\" data-ratio=\"0.6864801864801865\" data-s=\"300,640\"  data-type=\"png\" data-w=\"858\" style=\"width: 100%;height: auto !important;\" src=\"\/wp-content\/uploads\/2022\/03\/wxsync-2022-03-4d83e3ebab805e64cf5445e167631312.png\"  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;letter-spacing: 0.544px;\">\n<section style=\"outline: 0px;width: 661px;\">\n<section style=\"padding-right: 3px;outline: 0px;float: left;line-height: 1;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: left;\">\n<section style=\"padding-left: 10px;outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;border-left: 3px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;line-height: 0;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-13px, 0px, 0px);\">\n<section style=\"outline: 0px;display: inline-block;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-1px, 0px, 0px);\">\n<section style=\"outline: 0px;text-align: justify;color: rgb(33, 166, 210);font-size: 16px;line-height: 1.5;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u6458\u8981<\/strong><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-13px, 0px, 0px) rotateX(180deg);\">\n<section style=\"outline: 0px;display: inline-block;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 4px;padding-left: 4px;outline: 0px;clear: right;box-shadow: rgb(0, 0, 0) 0px 0px 0px;min-height: 4.5em !important;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 5px;margin-bottom: 5px;outline: 0px;\">\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;\">\n<p style=\"outline: 0px;clear: none;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><\/strong><strong style=\"letter-spacing: 0.544px;\">\u6211\u4eec\u901a\u5e38\u4ee5\u4e3a\uff0c\u968f\u7740\u81ea\u7136\u6f14\u5316\uff0c\u4eba\u7c7b\u7684\u5927\u8111\u4f53\u79ef\u4e0d\u65ad\u589e\u5927\u3002\u4f46\u7814\u7a76\u663e\u793a\uff0c\u5728\u65b0\u77f3\u5668\u65f6\u4ee3\uff0c\u968f\u7740\u793e\u4f1a\u7ec4\u7ec7\u53d8\u5f97\u66f4\u590d\u6742\uff0c\u4e16\u754c\u5404\u5730\u7684\u4eba\u7c7b\u5927\u8111\u4f53\u79ef\u5b9e\u9645\u4e0a\u90fd\u663e\u8457\u51cf\u5c11\u3002\u5927\u8111\u4f53\u79ef\u4e3a\u4ec0\u4e48\u4f1a\u51cf\u5c0f\uff1f\u66f4\u5c0f\u7684\u5927\u8111\u5fc5\u7136\u66f4\u201c\u611a\u8822\u201d\u5417\uff1f\u6700\u8fd1\u8ba4\u77e5\u79d1\u5b66\u548c\u7cfb\u7edf\u79d1\u5b66\u4e13\u4e1a\u7684\u5b66\u8005\u5728 <em>Frontiers in Neurorobotics<\/em> \u4e0a\u53d1\u8868\u7814\u7a76\uff0c\u5efa\u7acb\u4e86\u4e00\u4e2a\u6700\u5c0f\u5316\u6a21\u578b\uff0c\u7528\u4e0d\u540c\u795e\u7ecf\u5143\u6570\u91cf\u7684\u795e\u7ecf\u7f51\u7edc\u8868\u793a\u5927\u8111\u4f53\u79ef\uff0c\u7528\u795e\u7ecf\u71b5\u548c\u81ea\u7531\u5ea6\u4e24\u4e2a\u6307\u6807\u91cf\u5316\u8868\u793a\u795e\u7ecf\u6d3b\u52a8\u7684\u590d\u6742\u6027\u3002\u7814\u7a76\u53d1\u73b0\uff0c\u793e\u4f1a\u4ea4\u4e92\u60c5\u5883\u4e0b\u5177\u6709\u8f83\u5c0f\u4f53\u79ef\u5927\u8111\u7684\u667a\u80fd\u4f53\u4e0e\u72ec\u7acb\u60c5\u5883\u4e0b\u5177\u6709\u8f83\u5927\u4f53\u79ef\u5927\u8111\u7684\u667a\u80fd\u4f53\u7684\u795e\u7ecf\u590d\u6742\u6027\u76f8\u5f53\uff0c\u8868\u660e\u4f53\u79ef\u8f83\u5c0f\u7684\u5927\u8111\u80fd\u591f\u901a\u8fc7\u793e\u4ea4\u4e92\u52a8\u6765\u589e\u5f3a\u5176\u795e\u7ecf\u590d\u6742\u6027\uff0c\u4ece\u800c\u62b5\u6d88\u5927\u8111\u5c3a\u5bf8\u7684\u7f29\u5c0f\u3002<\/strong><\/p>\n<p style=\"outline: 0px;clear: none;\"><strong style=\"letter-spacing: 0.544px;\"><br  \/><\/strong><\/p>\n<p style=\"white-space: normal;\"><strong>\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u5929\u6865\u8111\u79d1\u5b66\u7814\u7a76\u9662\u7b49\u53d1\u8d77\u3010<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247603702&amp;idx=1&amp;sn=155301af87026492ed1591e0bb7e8c81&amp;chksm=e8960f7bdfe1866ddd8d76d5c419528f5b28bd8b69386d97eac1ec11c9ea7c3cad94453d9c2e&amp;scene=21#wechat_redirect\" textvalue=\"\u795e\u7ecf\u52a8\u529b\u5b66\u6a21\u578b\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u795e\u7ecf\u52a8\u529b\u5b66\u6a21\u578b\u8bfb\u4e66\u4f1a<\/a>\u3011\uff0c\u5c06\u4e8e3\u670819\u65e5\u5f00\u59cb\uff0c\u6301\u7eed10-12\u5468\u3002\u671f\u95f4\u5c06\u56f4\u7ed5\u795e\u7ecf\u7f51\u7edc\u591a\u5c3a\u5ea6\u5efa\u6a21\u53ca\u5176\u5728\u8111\u75be\u75c5\u3001\u8111\u8ba4\u77e5\u65b9\u9762\u7684\u5e94\u7528\u8fdb\u884c\u7814\u8ba8\uff0c\u8bfb\u4e66\u4f1a\u8be6\u60c5\u53ca\u53c2\u4e0e\u65b9\u5f0f\u89c1\u6587\u672b\u3002<\/strong><\/p>\n<p style=\"outline: 0px;clear: none;\"><br  \/><\/p>\n<p style=\"outline: 0px;clear: none;\"><strong style=\"letter-spacing: 0.544px;outline: 0px;\"><span style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><span style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><span style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);text-align: start;\">\u7814\u7a76\u9886\u57df\uff1a\u795e\u7ecf\u590d\u6742\u6027\uff0c\u9999\u519c\u71b5\uff0c\u4e92\u4fe1\u606f\uff0c\u975e\u7ebf\u6027\u52a8\u529b\u5b66\uff0c\u9057\u4f20\u7b97\u6cd5<\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;\">\n<section style=\"outline: 0px;width: 661px;\">\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>\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;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098753\" data-ratio=\"0.07314814814814814\"  data-type=\"png\" data-w=\"1080\" style=\"outline: 0px;box-sizing: border-box;vertical-align: middle;visibility: visible !important;width: 677px !important;height: auto !important;\" src=\"\/wp-content\/uploads\/2022\/03\/wxsync-2022-03-e16cd5b776e38a4f6806c73548bdc7d4.png\"  \/><strong style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;color: rgb(0, 0, 0);\"><\/strong><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 0pt;margin-bottom: 0pt;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(73, 73, 73);line-height: 1.7;font-size: 11pt;font-family: PingFangSC-light;background-color: rgb(255, 255, 255);text-align: right;\">\n<p style=\"outline: 0px;\"><span style=\"letter-spacing: 0.544px;font-size: 13px;\">\u5468\u8389<\/span><span style=\"font-size: 16px;letter-spacing: 0.544px;\">&nbsp;<\/span><span style=\"letter-spacing: 0.544px;outline: 0px;font-size: 13px;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);\">| \u4f5c\u8005<\/strong><\/span><strong style=\"font-size: 13px;letter-spacing: 0.544px;outline: 0px;color: rgb(0, 0, 0);\"><\/strong><\/p>\n<p style=\"outline: 0px;\"><span style=\"letter-spacing: 0.544px;font-size: 13px;\">\u5218\u521a\u5f3a\u3001\u6881\u91d1<\/span><span style=\"letter-spacing: 0.544px;outline: 0px;font-size: 13px;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);\"><span style=\"color: rgb(73, 73, 73);font-family: PingFangSC-light;letter-spacing: 0.544px;text-align: right;background-color: rgb(255, 255, 255);font-size: 16px;\">&nbsp;<\/span><span style=\"color: rgb(73, 73, 73);font-family: PingFangSC-light;letter-spacing: 0.544px;text-align: right;background-color: rgb(255, 255, 255);outline: 0px;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);\">| <\/strong><\/span>\u5ba1\u6821<\/strong><\/span><\/p>\n<p style=\"outline: 0px;\"><span style=\"letter-spacing: 0.544px;outline: 0px;color: rgb(63, 63, 63);font-size: 13px;\">\u9093\u4e00\u96ea<\/span><span style=\"letter-spacing: 0.544px;outline: 0px;font-size: 13px;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);\">&nbsp;| \u7f16\u8f91<\/strong><\/span><br  \/><\/p>\n<p style=\"outline: 0px;\"><br  \/><\/p>\n<\/section>\n<p><br  \/><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img loading=\"lazy\" class=\"rich_pages wxw-img\" data-backh=\"312\" data-backw=\"562\" data-ratio=\"0.5548996458087367\"  data-type=\"png\" data-w=\"847\" height=\"auto\" style=\"white-space: normal;width: 100%;height: auto !important;\" width=\"847\" src=\"\/wp-content\/uploads\/2022\/03\/wxsync-2022-03-802cae73397ae854017e10dc689cc414.png\"  \/><\/section>\n<blockquote data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"147\" data-source-title=\"\" style=\"outline: 0px;color: rgba(0, 0, 0, 0.5);\">\n<section style=\"outline: 0px;\">\n<section style=\"outline: 0px;\">\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><span style=\"color: rgb(136, 136, 136);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;\">Shrunken Social Brains? A Minimal Model of the Role of Social Interaction in Neural Complexity<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">https:\/\/www.frontiersin.org\/articles\/10.3389\/fnbot.2021.634085\/full<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u4eba\u4eec\u666e\u904d\u8ba4\u4e3a\uff0c\u65e7\u77f3\u5668\u65f6\u4ee3\u4e4b\u524d\u7684\u4eba\u7c7b\u5927\u8111\u4f53\u79ef\u4e0d\u65ad\u589e\u5927\uff0c\u4ee5\u6b64\u6765\u5e94\u5bf9\u793e\u4f1a\u73af\u5883\u7531\u7b80\u5355\u5230\u590d\u6742\u7684\u8fc7\u7a0b\u4e2d\u5bf9\u4eba\u7c7b\u8ba4\u77e5\u8981\u6c42\u7684\u4e0d\u65ad\u63d0\u9ad8 [1-2]\u3002<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u7136\u800c\uff0c\u6709\u7814\u7a76\u663e\u793a\uff0c\u5728\u65b0\u77f3\u5668\u65f6\u4ee3\uff0c\u4e16\u754c\u5404\u5730\u7684\u4eba\u7c7b\u5927\u8111\u4f53\u79ef\u7ecf\u5386\u4e86\u663e\u8457\u7684\u51cf\u5c11\uff0c\u4e14\u8d85\u51fa\u4e86\u8eab\u4f53\u5927\u5c0f\u6574\u4f53\u51cf\u5c0f\u6240\u9884\u671f\u7684\u8303\u56f4[3-9]\u3002<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u8be5\u5982\u4f55\u89e3\u91ca\u4eba\u7c7b\u5927\u8111\u4f53\u79ef\u53d8\u5c0f\u8fd9\u4e00\u73b0\u8c61\u5462\uff1f<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6700\u8fd1\u53d1\u8868\u5728 <em>Frontiers in Neurorobotics <\/em>\u4e0a\u7684\u6587\u7ae0\u901a\u8fc7\u4eff\u771f\u5efa\u6a21\u65b9\u6cd5\uff0c\u5bf9\u6b64\u95ee\u9898\u8fdb\u884c\u63a2\u7a76\u3002\u4eff\u771f\u6a21\u578b\u7528\u4e0d\u540c\u795e\u7ecf\u5143\u6570\u91cf\u7684\u795e\u7ecf\u7f51\u7edc\u8868\u793a\u5927\u8111\u4f53\u79ef\uff0c\u7531\u6b64\u5f62\u6210\u4eff\u771f\u667a\u80fd\u4f53\u3002\u7528\u72ec\u7acb\u7684\u4eff\u771f\u667a\u80fd\u4f53\u6a21\u62df\u72ec\u7acb\u7684\u793e\u4f1a\u73af\u5883\uff0c\u7528\u4e24\u4e2a\u4eff\u771f\u667a\u80fd\u6a21\u62df\u4ea4\u4e92\u7684\u793e\u4f1a\u73af\u5883\uff0c\u7528\u795e\u7ecf\u71b5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08neural entropy\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u548c\u81ea\u7531\u5ea6<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08degrees of freedom\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e24\u4e2a\u6307\u6807\u91cf\u5316\u8868\u793a\u795e\u7ecf\u6d3b\u52a8\u7684\u590d\u6742\u6027\u3002\u7814\u7a76\u53d1\u73b0\uff0c<strong>\u4ea4\u4e92\u60c5\u5883\u4e0b\u5177\u6709\u8f83\u5c0f\u4f53\u79ef\u5927\u8111\u7684\u667a\u80fd\u4f53\u4e0e\u72ec\u7acb\u60c5\u5883\u4e0b\u5177\u6709\u8f83\u5927\u4f53\u79ef\u5927\u8111\u7684\u667a\u80fd\u4f53\u7684\u795e\u7ecf\u590d\u6742\u6027\u76f8\u5f53<\/strong>\u3002\u8fd9\u8868\u660e\u4f53\u79ef\u8f83\u5c0f\u7684\u5927\u8111\u80fd\u591f\u901a\u8fc7\u793e\u4f1a\u4e92\u52a8\u6765\u589e\u5f3a\u5176\u795e\u7ecf\u590d\u6742\u6027\uff0c\u4ece\u800c\u62b5\u6d88\u5927\u8111\u5c3a\u5bf8\u7684\u7f29\u5c0f\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<h3 style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system, system-ui, &#39;Helvetica Neue&#39;, &#39;PingFang SC&#39;, &#39;Hiragino Sans GB&#39;, &#39;Microsoft YaHei UI&#39;, &#39;Microsoft YaHei&#39;, 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, &#39;Helvetica Neue&#39;, &#39;PingFang SC&#39;, &#39;Hiragino Sans GB&#39;, &#39;Microsoft YaHei UI&#39;, &#39;Microsoft YaHei&#39;, 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-width: 3px;border-left-style: solid;border-color: rgb(33, 166, 210);border-right-width: 3px;border-right-style: solid;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;\">1. \u7f29\u5c0f\u7684\u4eba\u7c7b\u5927\u8111<\/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  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;font-size: 16px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6709\u7814\u7a76\u6307\u51fa\uff0c\u8111\u5bb9\u91cf\u7684\u51cf\u5c11\uff0c\u4e0e\u4eba\u53e3\u5bc6\u5ea6\u89c4\u6a21\u7684\u589e\u52a0\u548c\u793e\u4f1a\u5316\u7a0b\u5ea6\u66f4\u9ad8\u7684\u751f\u6d3b\u65b9\u5f0f\u7684\u51fa\u73b0\u65f6\u673a\u76f8\u543b\u5408[10]\u3002\u6709\u7814\u7a76\u8ba4\u4e3a\uff0c\u662f\u5305\u62ec\u63d0\u9ad8\u5927\u8111\u6548\u7387\u548c\u81ea\u6211\u9a6f\u5316<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u81ea\u6211\u9a6f\u5316\u5047\u8bf4\u8ba4\u4e3a\uff0c\u4e3a\u4e86\u51cf\u5c11\u7fa4\u4f53\u5185\u7ade\u4e89\uff0c\u6f14\u5316\u538b\u529b\u6709\u6240\u589e\u52a0\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7684\u6f14\u5316\u538b\u529b\u7684\u589e\u5927\uff0c\u5bfc\u81f4\u4e86\u5927\u8111\u4f53\u79ef\u7684\u51cf\u5c0f[11-12]\u3002\u57fa\u4e8e\u5728\u5176\u4ed6\u9a6f\u517b\u52a8\u7269\u4e2d\u89c2\u5bdf\u5230\u7684\u8fd9\u4e00\u73b0\u8c61[13]\uff0c\u63d0\u51fa\u4e86\u5168\u65b0\u4e16\u4eba\u7c7b\u8111\u5bb9\u91cf\u964d\u4f4e\u7684\u9884\u6d4b[14-15]\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5b9e\u9645\u4e0a\uff0c\u65b0\u77f3\u5668\u65f6\u4ee3\u4ee5\u6765\uff0c\u867d\u7136\u793e\u4f1a\u73af\u5883\u5bf9\u8ba4\u77e5\u7684\u9700\u6c42\u6709\u6240\u964d\u4f4e\uff0c\u4f46\u8ba4\u77e5\u672c\u8eab\u5374\u53d8\u5f97\u66f4\u4e3a\u6709\u6548\u548c\u590d\u6742[16-17]\u3002\u56e0\u6b64\uff0c\u4eba\u7c7b\u5927\u8111\u901a\u8fc7\u501f\u52a9\u9ad8\u5ea6\u7ec4\u7ec7\u534f\u4f5c\u7684\u793e\u4f1a\u73af\u5883[18]\uff0c\u80fd\u591f\u4ee5\u66f4\u5c0f\u7684\u4f53\u79ef\u5904\u7406\u4e0e\u66f4\u5927\u4f53\u79ef\u65f6\u590d\u6742\u6027\u76f8\u5f53\u7684\u6d3b\u52a8\u662f\u6709\u9053\u7406\u7684[19]\u3002\u8fdb\u4e00\u6b65\u5730\uff0c\u8ba4\u77e5\u79d1\u5b66\u7684\u6700\u65b0\u7406\u8bba\u8ba4\u4e3a[20]\uff0c\u8ba4\u77e5\u7684\u57fa\u7840\u4e0d\u4ec5\u9650\u4e8e\u5927\u8111\uff0c\u8fd8\u53ef\u4ee5\u6269\u5c55\u5230\u5927\u8111\u3001\u8eab\u4f53\u548c\u73af\u5883\u3002\u751f\u6d3b\u5728\u4e00\u4e2a\u9010\u6e10\u5f3a\u5316\u7684\u793e\u4f1a\u73af\u5883\u4e2d\u7684\u4eba\u7c7b\u5728\u4e0d\u51cf\u5f31\u8ba4\u77e5\u80fd\u529b\u7684\u524d\u63d0\u4e0b\uff0c\u5927\u8111\u4f53\u79ef\u4f1a\u53d8\u5c0f\uff0c\u6211\u4eec\u5c06\u6b64\u79f0\u4e3a<strong>\u201c<\/strong><strong>\u51cf\u5c11\u5927\u8111\u4f53\u79ef\u7684\u793e\u4f1a\u811a\u624b\u67b6<\/strong><strong>\u201d\u5047\u8bf4<\/strong>\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6709\u8da3\u7684\u662f\uff0c\u5728\u5bf9\u9ec4\u8702\u8fd9\u79cd\u793e\u4f1a\u6027\u6606\u866b\u7684\u7814\u7a76\u4e2d\uff0c\u53d1\u73b0\u9ec4\u8702\u5728\u4ece\u72ec\u7acb\u4e2a\u4f53\u6f14\u5316\u5230\u793e\u4f1a\u7269\u79cd\u7684\u8fc7\u7a0b\u4e2d\uff0c\u867d\u7136\u5927\u8111\u533a\u57df\u6709\u6240\u51cf\u5c0f\uff0c\u5e76\u672a\u53d1\u73b0\u5927\u8111\u533a\u57df\u7684\u51cf\u5c0f\u4e0e\u793e\u4f1a\u590d\u6742\u7a0b\u5ea6\u6709\u7279\u522b\u7684\u5173\u7cfb[21]\u3002\u56e0\u6b64\u53ef\u4ee5\u5f97\u51fa\u7ed3\u8bba\uff1a\u6606\u866b\u793e\u4f1a\u7684\u6f14\u5316\u4e0d\u4f34\u968f\u4efb\u4f55\u65b0\u7684\u5bf9\u5e94\u795e\u7ecf\u7ed3\u6784\u7684\u51fa\u73b0[22]\u3002\u867d\u7136\u5176\u539f\u56e0\u5c1a\u4e0d\u6e05\u695a\uff0c\u4f46\u662f\u5173\u4e8e\u6606\u866b\u7fa4\u843d\u7684\u8ba1\u7b97\u6a21\u578b\u8868\u660e\uff0c<strong>\u76f8\u8f83\u4e8e\u4f18\u5316\u4e2a\u4f53\u7684\u5927\u8111\uff0c\u5bf9\u7fa4\u4f53\u5927\u8111\u7684\u6574\u4f53\u4f18\u5316\u66f4\u5177\u6709\u4f18\u52bf<\/strong>[23-24]\u3002\u540c\u6837\u5730\uff0c\u5728\u65b0\u77f3\u5668\u65f6\u4ee3\uff0c\u4eba\u7c7b\u7fa4\u4f53\u867d\u7136\u4e0d\u80fd\u518d\u4f9d\u8d56\u9057\u4f20\u76f8\u5173\u6027\u83b7\u5f97\u7fa4\u4f53\u5185\u7684\u652f\u6301\uff0c\u4f46\u80fd\u591f\u901a\u8fc7\u6269\u5c55\u7fa4\u4f53\u8c61\u5f81\u8eab\u4efd\u7684\u89c4\u6a21<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4ece\u5927\u5bb6\u65cf\u5230\u5927\u57ce\u9547\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5b9e\u73b0\u7fa4\u4f53\u8ba4\u540c\u3002\u8fd9\u4f7f\u5f97\u5177\u6709\u5171\u540c\u8c61\u5f81\u8eab\u4efd\u7684\u4e0d\u719f\u6089\u7684\u4eba\uff0c\u5728\u5171\u540c\u7684\u793e\u4f1a\u9053\u5fb7\u671f\u671b\u4e0b\uff0c\u80fd\u591f\u76f8\u4e92\u4f9d\u8d56\u4ee5\u83b7\u5f97\u652f\u6301[24]\u3002\u7531\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\u4e00\u4e2a\u66f4\u5177\u4e00\u822c\u6027\u7684\u5047\u8bf4\uff1a\u5927\u8111\u4f53\u79ef\u51cf\u5c0f\u7684\u5173\u952e\u56e0\u7d20\u4e0d\u662f\u793e\u4f1a\u81ea\u8eab\u7684\u590d\u6742\u6027\uff0c\u800c\u662f\u51cf\u5c11\u7fa4\u4f53\u5185\u51b2\u7a81\uff0c\u589e\u52a0\u76f8\u4e92\u4f9d\u8d56\u6027\u8fd9\u4e00\u66f4\u666e\u904d\u7684\u539f\u5219\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7136\u800c\uff0c\u5728\u5927\u8111\u4f53\u79ef\u51cf\u5c11\u7684\u8fc7\u7a0b\u4e2d\uff0c\u662f\u56e0\u4e3a\u4e0a\u8ff0\u7684\u76f8\u4e92\u4f9d\u8d56\u6027\u5bfc\u81f4\u72ec\u7acb\u4e2a\u4f53\u5927\u8111\u5904\u7406\u7684\u6d3b\u52a8\u590d\u6742\u6027\u53d8\u4f4e\uff0c\u8fd8\u662f\u56e0\u4e3a\u793e\u4f1a\u73af\u5883\u7684\u6f14\u5316\u4e3a\u66f4\u590d\u6742\u7684\u5927\u8111\u6d3b\u52a8\u63d0\u4f9b\u4e86\u652f\u6491\u7684\u811a\u624b\u67b6\uff0c\u4f7f\u5f97\u66f4\u5c0f\u4f53\u79ef\u7684\u5927\u8111\u81f3\u5c11\u53ef\u4ee5\u5904\u7406\u4e0e\u66f4\u5927\u4f53\u79ef\u5927\u8111\u590d\u6742\u6027\u76f8\u5f53\u7684\u6d3b\u52a8\u5462\uff1f\u8fd9\u4e24\u79cd\u53ef\u80fd\u6027\u5f88\u96be\u901a\u8fc7\u7ecf\u9a8c\u8fdb\u884c\u6289\u62e9\uff0c\u4e00\u9879\u652f\u6301\u540e\u8005\u7684\u7814\u7a76\u8868\u660e\uff0c\u5728\u4eba\u7c7b\u6f14\u5316\u8fc7\u7a0b\u4e2d\uff0c\u4ee3\u8868\u795e\u7ecf\u6d3b\u52a8\u6c34\u5e73\u7684\u5927\u8111\u8840\u6d41\u901f\u5ea6\u6bd4\u5927\u8111\u4f53\u79ef\u589e\u52a0\u5f97\u66f4\u5feb[25]\u3002\u4f46\u662f\uff0c\u4ecd\u7136\u9700\u8981\u66f4\u591a\u7684\u7406\u8bba\u5de5\u4f5c\u6765\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u5927\u8111\u4f53\u79ef\u7684\u51cf\u5c0f\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<h3 style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system, system-ui, &#39;Helvetica Neue&#39;, &#39;PingFang SC&#39;, &#39;Hiragino Sans GB&#39;, &#39;Microsoft YaHei UI&#39;, &#39;Microsoft YaHei&#39;, 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, &#39;Helvetica Neue&#39;, &#39;PingFang SC&#39;, &#39;Hiragino Sans GB&#39;, &#39;Microsoft YaHei UI&#39;, &#39;Microsoft YaHei&#39;, 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-width: 3px;border-left-style: solid;border-color: rgb(33, 166, 210);border-right-width: 3px;border-right-style: solid;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;\">2.&nbsp;\u91cf\u5316\u795e\u7ecf\u590d\u6742\u6027\uff0c<\/strong><\/strong><\/p>\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;\">\u6bd4\u8f83\u5927\u8111\u4f53\u79ef\u4e0e\u793e\u4f1a\u4e92\u52a8\u7684\u5f71\u54cd<br  \/><\/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  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;font-size: 16px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672c\u6587\u57fa\u4e8e\u4e00\u4e2a\u6700\u5c0f\u5316\u8ba4\u77e5\u6a21\u578b[26]\uff0c\u901a\u8fc7\u601d\u60f3\u5b9e\u9a8c\u4eff\u771f\u7684\u65b9\u6cd5[27]\uff0c\u4ee5\u6700\u7b80\u5355\u7684\u5f62\u5f0f\u7814\u7a76\u5927\u8111\u4f53\u79ef\u4e0e\u793e\u4f1a\u6027\u5728\u4e2a\u4f53\u795e\u7ecf\u590d\u6742\u6027\u4e2d\u4ea7\u751f\u7684\u6f5c\u5728\u4f5c\u7528\u3002\u7528\u4e0d\u540c\u795e\u7ecf\u5143\u6570\u91cf\u7684\u795e\u7ecf\u7f51\u7edc\u8868\u793a\u5927\u8111\u4f53\u79ef\uff0c\u7528\u5355\u4e2a\u4eff\u771f\u667a\u80fd\u4f53\u4ee3\u8868\u72ec\u7acb\u73af\u5883\uff0c\u7528\u4e24\u4e2a\u4ea4\u4e92\u667a\u80fd\u4f53\u8868\u793a\u793e\u4ea4\u73af\u5883\uff0c\u7528<strong>\u795e\u7ecf\u71b5<\/strong>\u548c<strong>\u81ea\u7531\u5ea6<\/strong>\u4e24\u4e2a\u6307\u6807\u5206\u522b\u4ece\u9759\u6001\u548c\u52a8\u6001\u7684\u89d2\u5ea6\u91cf\u5316\u795e\u7ecf\u6d3b\u52a8\u7684\u590d\u6742\u6027[26,28-30]\u3002\u5177\u4f53\u5730\uff0c\u4ece\u9759\u6001\u7684\u89d2\u5ea6\uff0c\u6839\u636e\u795e\u7ecf\u8f93\u51fa\u503c\u8ba1\u7b97\u7684\u9999\u519c\u71b5\u6355\u83b7\u795e\u7ecf\u6d3b\u52a8\u590d\u6742\u6027[31-34]\u3002\u4ece\u52a8\u529b\u5b66\u89d2\u5ea6[35]\uff0c\u4f7f\u7528\u6807\u51c6\u7684\u975e\u7ebf\u6027\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u65b9\u6cd5[36-38]\uff0c\u5229\u7528\u4e92\u4fe1\u606f<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Mutual information\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4f30\u8ba1\u5408\u9002\u7684\u5ef6\u65f6\u5d4c\u5165\u91cd\u6784\u53c2\u6570[39]\uff0c\u4ece\u800c\u4f7f\u7528\u6700\u90bb\u8fd1\u65b9\u6cd5[40]\u786e\u5b9a\u795e\u7ecf\u6d3b\u52a8\u7684\u5d4c\u5165\u7ef4\u5ea6\uff0c\u5373\u795e\u7ecf\u6d3b\u52a8\u7684\u81ea\u7531\u5ea6\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5df2\u7ecf\u6709\u7814\u7a76\u8bc1\u660e[26,38,41-43]\uff0c\u5728\u6ca1\u6709\u5c0f\u7ec4\u7ade\u4e89\u7684\u60c5\u51b5\u4e0b\uff0c\u76f8\u8f83\u4e8e\u589e\u52a0\u795e\u7ecf\u7f51\u7edc\u5185\u5728\u7684\u590d\u6742\u6027\uff0c\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u5bc6\u5207\u4ea4\u4e92\u66f4\u5bb9\u6613\u63d0\u9ad8\u795e\u7ecf\u6d3b\u52a8\u7684\u590d\u6742\u6027\u3002\u57fa\u4e8e\u73b0\u6709\u7814\u7a76\u6210\u679c\uff0c\u4f5c\u8005\u63d0\u51fa\u5047\u8bbe\uff1a\u5177\u6709\u8f83\u5c0f\u5927\u8111\u4f53\u79ef\u7684\u4ea4\u4e92\u667a\u80fd\u4f53\uff0c\u4e0e\u5177\u6709\u8f83\u5927\u5927\u8111\u4f53\u79ef\u7684\u72ec\u7acb\u667a\u80fd\u4f53\u5177\u6709\u76f8\u540c\u751a\u81f3\u66f4\u9ad8\u7684\u795e\u7ecf\u590d\u6742\u6027\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6bcf\u4e2a\u667a\u80fd\u4f53\u7684\u795e\u7ecf\u7ed3\u6784\u5305\u62ec\u4f20\u611f\u5668\u3001\u795e\u7ecf\u5143\u548c\u6267\u884c\u5668\u4e09\u4e2a\u5168\u8fde\u63a5\u5c42\u3002\u4f20\u611f\u5668\u5c42\u7531\u4e24\u4e2a\u5177\u6709S\u578b\u6fc0\u6d3b\u51fd\u6570\u7684\u4f20\u611f\u5668\u8282\u70b9\u7ec4\u6210\uff1b\u5185\u90e8\u795e\u7ecf\u5143\u88ab\u5efa\u6a21\u4e3a\u8fde\u7eed\u65f6\u95f4\u5faa\u73af\u795e\u7ecf\u7f51\u7edc<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08CTRNN\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u6bcf\u4e2a\u795e\u7ecf\u5143\u7684\u6d3b\u52a8\u7531\u6807\u51c6 CTRNN \u72b6\u6001\u65b9\u7a0b\u63a7\u5236\uff1b\u6267\u884c\u5668\u5c42\u7531\u4e09\u4e2a\u6267\u884c\u5668\u8282\u70b9\u7ec4\u6210\uff0c\u4e24\u4e2a\u5bf9\u5e94\u4e8e\u7528\u4e8e\u4ee3\u7406\u8fd0\u52a8\u7684\u5de6\u53f3\u7535\u673a\uff0c\u4e00\u4e2a\u5bf9\u5e94\u4e8e\u7528\u4e8e\u8c03\u5236\u53d1\u5c04\u4fe1\u53f7\u5f3a\u5ea6\u7684\u58f0\u5b66\u4fe1\u53f7\u53d1\u5c04\u5668\u3002\u6240\u6709\u6267\u884c\u5668\u8282\u70b9\u90fd\u662f\u6ca1\u6709\u5185\u90e8\u72b6\u6001\u7684 sigmoid \u5355\u5143\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5982\u56fe1\u6240\u793a\uff0c\u9009\u62e92-\u795e\u7ecf\u5143\u6a21\u578b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff082-neuron model\uff0c\u6709\u4e24\u4e2a\u795e\u7ecf\u5143\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5bf9\u5e94\u7684\u4e8c\u7ef4\u52a8\u529b\u5b66\u7cfb\u7edf\uff08A\uff09\u548c3-\u795e\u7ecf\u5143\u6a21\u578b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff083-neuron model\uff0c\u6709\u4e09\u4e2a\u795e\u7ecf\u5143\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5bf9\u5e94\u7684\u4e09\u7ef4\u52a8\u529b\u5b66\u7cfb\u7edf\uff08B\uff09\u8fdb\u884c\u6bd4\u8f83\u7814\u7a76\u3002\u4f7f\u7528\u5b9e\u503c\u9057\u4f20\u7b97\u6cd5\u4f18\u5316\u667a\u80fd\u4f53\u5206\u522b\u5728\u5355\u72ec\uff08C\uff09\u548c\u4ea4\u4e92\u60c5\u5883\u4e0b\uff08D\uff09\u795e\u7ecf\u63a7\u5236\u5668\u7684\u53c2\u6570<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5373\u8fde\u63a5\u6743\u91cd\u3001\u65f6\u95f4\u5e38\u6570\u3001\u504f\u5dee\u548c\u589e\u76ca\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ee5\u6700\u5927\u5316\u5b83\u4eec\u7684\u795e\u7ecf\u71b5\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><img loading=\"lazy\" class=\"rich_pages wxw-img\" data-ratio=\"0.8025\"  data-type=\"png\" data-w=\"400\" height=\"auto\" style=\"height: auto !important;\" width=\"400\" src=\"\/wp-content\/uploads\/2022\/03\/wxsync-2022-03-af80bcd645d7eed391affc367feb241d.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe1. \u667a\u80fd\u4f53\u795e\u7ecf\u7ed3\u6784\u4e0e\u6f14\u5316\u73af\u5883\u793a\u610f\u56fe<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7814\u7a76\u6bd4\u8f83\u4e862-\u795e\u7ecf\u5143\u6a21\u578b\u548c3-\u795e\u7ecf\u5143\u6a21\u578b\u5728\u72ec\u7acb\u548c\u793e\u4ea4\u4e24\u79cd\u573a\u666f\u7684\u795e\u7ecf\u6d3b\u52a8\u590d\u6742\u6027\u3002\u5728\u72ec\u7acb\u60c5\u5883\u4e2d\u7684\u667a\u80fd\u4f53\u79f0\u4f5c\u4e2a\u4f53\u6f14\u5316<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Individual Evolution\uff0cIE\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u5728\u4ea4\u4e92\u60c5\u5883\u4e2d\u7684\u667a\u80fd\u4f53\u79f0\u4f5c\u793e\u4f1a\u6f14\u5316<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Social Evolution\uff0cSE\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u5bf9\u4e8eIE\/SE\uff0c\u5206\u522b\u5bf9\u521d\u59cb\u5316\u768496\u4e2a\/\u5bf9\u667a\u80fd\u4f53\u8fdb\u884c10\u6b21\u72ec\u7acb\u5b9e\u9a8c\uff0c\u6bcf\u4e2a\u667a\u80fd\u4f53\u7684\u53c2\u6570\u88ab\u7f16\u7801\u4e3a\u5355\u4e00\u57fa\u56e0\u578b\uff0cIE\u4e2d\u7684\u667a\u80fd\u4f53\u611f\u53d7\u4e0d\u5230\u6765\u81ea\u73af\u5883\u6216\u5468\u56f4\u667a\u80fd\u4f53\u7684\u4efb\u4f55\u8f93\u5165\uff0cSE\u4e2d\u7684\u667a\u80fd\u4f53\u53ef\u4ee5\u63a5\u53d7\u73af\u5883\u4e0e\u5176\u4ed6\u667a\u80fd\u4f53<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u56fe1\u4e2d\u5f15\u5165\u7684\u84dd\u8272\u667a\u80fd\u4f53\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7684\u8f93\u5165\u5e76\u4e00\u8d77\u6f14\u5316\uff0c\u5728\u4e24\u79cd\u60c5\u51b5\u4e0b\uff0c\u79cd\u7fa4\u5404\u81ea\u6f14\u53162000\u6b21\u4ee5\u6700\u5927\u5316\u795e\u7ecf\u71b5\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system, system-ui, &#39;Helvetica Neue&#39;, &#39;PingFang SC&#39;, &#39;Hiragino Sans GB&#39;, &#39;Microsoft YaHei UI&#39;, &#39;Microsoft YaHei&#39;, 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, &#39;Helvetica Neue&#39;, &#39;PingFang SC&#39;, &#39;Hiragino Sans GB&#39;, &#39;Microsoft YaHei UI&#39;, &#39;Microsoft YaHei&#39;, 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-width: 3px;border-left-style: solid;border-color: rgb(33, 166, 210);border-right-width: 3px;border-right-style: solid;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;\">3. \u793e\u4f1a\u4e92\u52a8\u8d8a\u591a\uff0c\u795e\u7ecf\u6d3b\u52a8\u8d8a\u590d\u6742<\/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  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;font-size: 16px;line-height: 1.75em;\"><br  \/><\/p>\n<h4 data-foldable-wrapper=\"\">\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\uff081\uff09\u795e\u7ecf\u71b5\u7684\u7edf\u8ba1\u5206\u6790<\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<\/h4>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56fe2\u5c55\u793a\u4e86\u72ec\u7acb3-\u795e\u7ecf\u5143\u6a21\u578b\u548c\u4ea4\u4e922-\u795e\u7ecf\u5143\u6a21\u578b\u7684\u667a\u80fd\u4f53\u7684\u6700\u4f73\u6f14\u5316\u8f68\u8ff9\uff0c\u53ef\u4ee5\u770b\u51fa\uff0c\u4ea4\u4e92\u60c5\u5883\u4e0b\u7684\u667a\u80fd\u4f53\u8868\u73b0\u51fa\u6bd4\u72ec\u7acb\u60c5\u5883\u4e0b\u7684\u667a\u80fd\u4f53\u66f4\u590d\u6742\u7684\u795e\u7ecf\u6d3b\u52a8\u3002\u5728\u72ec\u7acb\u60c5\u5883\u4e0b\uff0c\u667a\u80fd\u4f53\u5728\u7b80\u5355\u7684\u5faa\u73af\u4e2d\u79fb\u52a8\uff0c\u5728\u4ea4\u4e92\u60c5\u5883\u4e0b\uff0c\u667a\u80fd\u4f53\u901a\u8fc7\u87ba\u65cb\u5d4c\u5957\u7684\u6210\u5bf9\u5faa\u73af\u79fb\u52a8\u6765\u589e\u5f3a\u5f7c\u6b64\u7684\u884c\u4e3a\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><img loading=\"lazy\" class=\"rich_pages wxw-img\" data-backh=\"221\" data-backw=\"562\" data-ratio=\"0.392512077294686\"  data-type=\"png\" data-w=\"828\" height=\"auto\" style=\"width: 100%;height: auto !important;\" width=\"828\" src=\"\/wp-content\/uploads\/2022\/03\/wxsync-2022-03-b3eee42f665926a276691653533e6549.png\"  \/><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;text-align: center;line-height: 1.5em;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe2. 10\u6b21\u4eff\u771f\u5b9e\u9a8c\u4e2d2-\u795e\u7ecf\u5143\u6a21\u578b\u548c3-\u795e\u7ecf\u5143\u6a21\u578b\u7684\u667a\u80fd\u4f53\u884c\u4e3a\u793a\u610f\u56fe<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ece\u91cf\u5316\u7684\u89d2\u5ea6\u770b\uff0c \u5982\u56fe3\u6240\u793a\uff0c\u65e0\u8bba\u662f2-\u795e\u7ecf\u5143\u6a21\u578b\u8fd8\u662f3-\u795e\u7ecf\u5143\u6a21\u578b\uff0c<strong>\u4ea4\u4e92\u60c5\u5883\u4e0b\u7684\u795e\u7ecf\u71b5\u90fd\u5927\u4e8e\u72ec\u7acb\u60c5\u5883\u4e0b\u7684\u795e\u7ecf\u71b5<\/strong>\uff0c3-\u795e\u7ecf\u5143\u6a21\u578b\u7684\u795e\u7ecf\u71b5\u660e\u663e\u9ad8\u4e8e\u76f8\u540c\u60c5\u5883\u4e0b\u76842-\u795e\u7ecf\u5143\u6a21\u578b\u3002\u7136\u800c\uff0c\u4e0e\u8f83\u5c0f\u5927\u8111\u4f53\u79ef\u7684\u667a\u80fd\u4f53\u76f8\u6bd4\uff0c\u8f83\u5927\u5927\u8111\u4f53\u79ef\u7684\u667a\u80fd\u4f53\u7684\u795e\u7ecf\u71b5\u5e76\u6ca1\u6709\u66f4\u5927\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><img loading=\"lazy\" class=\"rich_pages wxw-img\" data-ratio=\"0.4107142857142857\"  data-type=\"png\" data-w=\"616\" height=\"auto\" style=\"height: auto !important;\" width=\"616\" src=\"\/wp-content\/uploads\/2022\/03\/wxsync-2022-03-47c3f40a4a1094d64e0716178ea8dbe4.png\"  \/><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;text-align: center;line-height: 1.5em;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe3. \u72ec\u7acb\u548c\u4ea4\u4e92\u73af\u5883\u4e0b2-\u795e\u7ecf\u5143\u6a21\u578b\u548c3-\u795e\u7ecf\u5143\u6a21\u578b\u7684\u795e\u7ecf\u71b5\u6bd4\u8f83<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<h4 data-foldable-wrapper=\"\">\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\uff082\uff09\u975e\u7ebf\u6027\u65f6\u95f4\u5e8f\u5217\u7684\u52a8\u529b\u5b66\u5206\u6790<\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<\/h4>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u975e\u7ebf\u6027\u65f6\u95f4\u5e8f\u5217\u52a8\u529b\u5b66\u5206\u6790\u7684\u7ed3\u679c\u9a8c\u8bc1\u4e86\u6211\u4eec\u4e00\u5f00\u59cb\u7684\u5047\u8bbe\uff0c\u5982\u56fe4\u6240\u793a\u3002\u901a\u8fc7\u6bd4\u8f83\u4ea4\u4e92\u60c5\u5883\u4e2d\u8026\u5408\u76842-\u795e\u7ecf\u5143\u6a21\u578b\u667a\u80fd\u4f53<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff082-neuron model, Coupled SE\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u548c\u72ec\u7acb\u60c5\u5883\u4e2d\u89e3\u8026\u76843-\u795e\u7ecf\u5143\u6a21\u578b\u667a\u80fd\u4f53<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff083-neuron model, Decoupled SE\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7684\u5e73\u5747\u5d4c\u5165\u7ef4\u5ea6\uff0c\u7814\u7a76\u53d1\u73b0\u524d\u8005\u5177\u6709\u66f4\u9ad8\u7684\u7ef4\u5ea6\uff0c\u5373\u81ea\u7531\u5ea6\u66f4\u9ad8\u3002\u8fd9\u8bc1\u660e\u4ea4\u4e92\u7684\u5177\u6709\u8f83\u5c0f\u5927\u8111\u4f53\u79ef\u7684\u667a\u80fd\u4f53\u4e0e\u72ec\u7acb\u7684\u5177\u6709\u8f83\u5927\u5927\u8111\u4f53\u79ef\u7684\u667a\u80fd\u4f53\u5177\u6709\u76f8\u540c\u751a\u81f3\u66f4\u9ad8\u7684\u795e\u7ecf\u590d\u6742\u6027\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><img loading=\"lazy\" class=\"rich_pages wxw-img\" data-ratio=\"0.66553480475382\"  data-type=\"png\" data-w=\"589\" height=\"auto\" style=\"height: auto !important;\" width=\"589\" src=\"\/wp-content\/uploads\/2022\/03\/wxsync-2022-03-87b7d84d68ba90f1238baafef3b43fbf.png\"  \/><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;text-align: center;line-height: 1.5em;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe4. \u8026\u5408\u548c\u89e3\u8026\u60c5\u5f62\u4e0b\u72ec\u7acb\u4e0e\u4ea4\u4e922-\u795e\u7ecf\u5143\u6a21\u578b\u548c3-\u795e\u7ecf\u5143\u6a21\u578b\u7684\u795e\u7ecf\u71b5<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53e6\u5916\uff0c\u4ece\u7ed3\u679c\u4e5f\u53ef\u4ee5\u770b\u51fa\uff0c\u5728\u4e92\u76f8\u8026\u5408\u7684\u4ea4\u4e92\u73af\u5883\u4e0b\uff0c\u667a\u80fd\u4f53\u7684\u795e\u7ecf\u6d3b\u52a8\u81ea\u7531\u5ea6\u4e0d\u4f9d\u8d56\u5176\u81ea\u8eab\u7684\u590d\u6742\u6027\uff0c\u56e0\u4e3a\u5728\u89e3\u8026\u65f6\uff0c\u5d4c\u5165\u7ef4\u5ea6\u4f1a\u4f4e\u4e8e\u53ef\u5b9e\u73b0\u7684\u7ef4\u5ea6\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u6709\u53ef\u80fd\u662f\u667a\u80fd\u4f53\u4e4b\u95f4\u795e\u7ecf\u6d3b\u52a8\u7684\u8026\u5408\u589e\u52a0\u4e86\u795e\u7ecf\u590d\u6742\u6027\uff0c\u800c\u5bf9\u4e8e\u72ec\u7acb\u7684\u4e2a\u4f53\u6765\u8bf4\uff0c\u795e\u7ecf\u590d\u6742\u6027\u5374\u5728\u964d\u4f4e\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<h3 style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system, system-ui, &#39;Helvetica Neue&#39;, &#39;PingFang SC&#39;, &#39;Hiragino Sans GB&#39;, &#39;Microsoft YaHei UI&#39;, &#39;Microsoft YaHei&#39;, 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, &#39;Helvetica Neue&#39;, &#39;PingFang SC&#39;, &#39;Hiragino Sans GB&#39;, &#39;Microsoft YaHei UI&#39;, &#39;Microsoft YaHei&#39;, 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-width: 3px;border-left-style: solid;border-color: rgb(33, 166, 210);border-right-width: 3px;border-right-style: solid;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;\">4. \u66f4\u5c0f\u7684\u5927\u8111\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u66f4\u4f4e\u7684\u667a\u80fd<\/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  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;font-size: 16px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56de\u5230\u6587\u7ae0\u5f00\u5934\u7684\u95ee\u9898\uff1a\u5927\u8111\u4f53\u79ef\u7684\u51cf\u5c0f\u662f\u56e0\u4e3a\u5927\u8111\u6d3b\u52a8\u590d\u6742\u6027\u964d\u4f4e\u4e86\uff0c\u8fd8\u662f\u5728\u793e\u4f1a\u811a\u624b\u67b6\u7684\u652f\u6491\u4e0b\uff0c\u80fd\u591f\u4ee5\u66f4\u5c0f\u7684\u4f53\u79ef\u5904\u7406\u4e0e\u4e4b\u524d\u590d\u6742\u6027\u76f8\u5f53\u7684\u5927\u8111\u6d3b\u52a8\u5462\uff1f<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u901a\u8fc7\u5bf9\u795e\u7ecf\u71b5\u7684\u7edf\u8ba1\u5206\u6790\u53ef\u4ee5\u77e5\u9053\uff0c\u5927\u8111\u4f53\u79ef\u8f83\u5c0f\u7684\u4ea4\u4e92\u667a\u80fd\u4f53\u80fd\u591f\u8868\u73b0\u51fa\u4e0e\u5927\u8111\u4f53\u79ef\u8f83\u5927\u7684\u72ec\u7acb\u667a\u80fd\u4f53\u76f8\u5f53\u7684\u795e\u7ecf\u590d\u6742\u6027\u6c34\u5e73\u3002\u8fd9\u4e0e\u5148\u524d\u7684\u7814\u7a76\u7ed3\u8bba\u4e00\u81f4[26-43]\uff0c\u8bf4\u660e\u5927\u8111\u4f53\u79ef\u7684\u51cf\u5c0f\u4e0e\u793e\u4f1a\u6f14\u5316\u4e4b\u95f4\u662f\u76f8\u8f85\u76f8\u6210\u7684\uff0c\u793e\u4f1a\u7684\u9ad8\u5ea6\u534f\u4f5c\u4e0e\u7ec4\u7ec7\u5316\u4e3a\u5927\u8111\u4f53\u79ef\u51cf\u5c0f\u63d0\u4f9b\u4e86\u6761\u4ef6\u3002\u4f46\u901a\u8fc7\u795e\u7ecf\u7cfb\u7edf\u7684\u52a8\u529b\u5b66\u5206\u6790\u53ef\u4ee5\u770b\u5230\uff0c\u5728\u4ea4\u4e92\u60c5\u5883\u4e2d\uff0c\u89e3\u8026\u667a\u80fd\u4f53\u5728\u795e\u7ecf\u72b6\u6001\u7684\u5d4c\u5165\u7ef4\u6570\u66f4\u4f4e\uff0c\u8fd9\u4f3c\u4e4e\u4f50\u8bc1\u4e86\u5927\u8111\u53d8\u5f97\u66f4\u611a\u8822\u8fd9\u4e00\u89c2\u70b9\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56e0\u6b64\uff0c\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0c\u8fd9\u4e24\u79cd\u53ef\u80fd\u6027\u53ef\u4ee5\u5171\u5b58\uff0c\u8fd9\u53d6\u51b3\u4e8e\u6211\u4eec\u5173\u6ce8\u7684\u662f\u5927\u8111\u7684\u62d3\u6251\u7ed3\u6784<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u795e\u7ecf\u5143\u6570\u91cf\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd8\u662f\u795e\u7ecf\u72b6\u6001\u7684\u975e\u7ebf\u6027\u52a8\u529b\u5b66<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u81ea\u7531\u5ea6\uff09<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u3002\u56e0\u4e3a\u5728\u793e\u4f1a\u6027\u6f14\u5316\u8fc7\u7a0b\u4e2d\uff0c\u4e2a\u4f53\u7684\u5927\u8111\u62d3\u6251\u7ed3\u6784\u53ef\u4ee5\u53d8\u5f97\u7b80\u5355\uff0c\u540c\u65f6\u5b83\u7684\u72b6\u6001\u7684\u52a8\u529b\u5b66\u53ef\u4ee5\u53d8\u5f97\u66f4\u52a0\u590d\u6742\u3002\u8fd9\u5c31\u7ed9\u4e86\u6211\u4eec\u4e00\u4e2a\u91cd\u8981\u542f\u793a\uff1a\u5728\u6839\u636e\u5927\u8111\u4f53\u79ef\u63a8\u65ad\u8ba4\u77e5\u80fd\u529b\u65f6\u8981\u66f4\u52a0\u8c28\u614e\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp;<\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section style=\"padding-right: 6px;padding-left: 6px;outline: 0px;display: inline-block;width: 661px;vertical-align: top;border-left: 5px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u53c2\u8003\u6587\u732e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);text-align: center;width: 661px;\">\n<section style=\"padding-left: 4px;outline: 0px;display: inline-block;width: 661px;height: 360px;vertical-align: top;overflow-y: auto;\">\n<section style=\"outline: 0px;overflow-x: hidden;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: justify;font-size: 13px;color: rgb(136, 136, 136);\">\n<p style=\"outline: 0px;\"><span style=\"outline: 0px;\"><\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">1.Byrne, R.W. (1996). Machiavellian intelligence. Evol. Anthropol. 5, 172\u2013180.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">2.Dunbar, R. I. M., and Shultz, S. (2007). Evolution in the social brain. Science 317,1344\u20131347. doi: 10.1126\/science.1145463<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">3.DeCasien, A. R., Williams, S. A., and Higham, J. P. (2017). Primate brainsize is predicted by diet but not sociality. Nat. Ecol. Evol. 1:0112.doi: 10.1038\/s41559-017-0112<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">4.Wrangham, R. (2009). Catching Fire: How Cooking Made Us Human. New York.&nbsp;NY: Basic Books.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">5.Herculano-Houzel, S. (2016). The Human Advantage: How Our Brains BecameRemarkable. Cambridge, MA: MIT Press.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">6.Brown, P. (1987). Pleistocene homogeneity and Holocene size reduction:the Australian human skeletal evidence. Arch. Oceania 22, 41\u201367.doi: 10.1002\/j.1834-4453.1987.tb00166.x<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">7.Henneberg, M. (1988). Decrease of human skull size in the Holocene. Hum. Biol.60, 395\u2013405.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">8.Henneberg, M., and Steyn, M. (1993). Trends in cranial capacity and cranial index&nbsp;in Subsaharan Africa during the Holocene. Am. J. Hum. 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Available online at:&nbsp;https:\/\/dk.um.si\/IzpisGradiva.&nbsp;php?id=35975,&nbsp;http:\/\/fizika.hfd.hr\/fizika_a\/av06\/a15p091.htm<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">38.Froese, T., Gershenson, C., and Rosenblueth, D. A. (2013). \u201cThe dynamically&nbsp;extended mind: a minimal modeling case study,\u201d in 2013 IEEE Congress on&nbsp;Evolutionary Computation, (Cancun, Mexico: IEEE Press), 1419\u20131426.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">39.Fraser, A. M., and Swinney, H. L. (1986). Independent coordinates for&nbsp;strange attractors from mutual information. Phys. Rev. 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Connect.&nbsp;Sci. 22, 43\u201368. doi: 10.1080\/09540090903197928<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">42.Campos, J. I., and Froese, T. (2017). \u201cReferential communication as a collective&nbsp;property of a brain-body-environment-body-brain system: aminimal cognitive&nbsp;model,\u201d in 2017 IEEE Symposium Series on Computational Intelligence (SSCI),(Honolulu, HI: IEEE Press), 863\u2013870.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;white-space: normal;text-align: left;line-height: normal;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">43.Res\u00e9ndiz-Benhumea, G. M., Sangati, E., and Froese, T. (2020). \u201cLevels of coupling&nbsp;in dyadic interaction: An analysis of neural and behavioral complexity,\u201d in 2020&nbsp;IEEE Symposium Series on Computational Intelligence (SSCI), (Canberra, ACT:IEEE Press), 2250\u20132256.<\/span><\/section>\n<p style=\"outline: 0px;\"><span style=\"outline: 0px;\"><br  \/><\/span><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 3px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section style=\"outline: 0px;font-size: 14px;color: rgb(136, 136, 136);letter-spacing: 1px;\">\n<p style=\"outline: 0px;text-align: center;\">\uff08\u53c2\u8003\u6587\u732e\u53ef<strong style=\"outline: 0px;\">\u4e0a\u4e0b\u6ed1\u52a8<\/strong>\u67e5\u770b\uff09<\/p>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  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0px;\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/a><br style=\"outline: 0px;\"  \/><\/section>\n<\/li>\n<\/ul>\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<p style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);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;\"><br style=\"outline: 0px;\"  \/><\/p>\n<p style=\"outline: currentcolor none 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);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;, 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