{"id":35159,"date":"2024-12-19T17:59:50","date_gmt":"2024-12-19T09:59:50","guid":{"rendered":"https:\/\/17aitech.com\/?p=35159"},"modified":"2024-12-19T17:59:50","modified_gmt":"2024-12-19T09:59:50","slug":"nature%e5%ad%90%e5%88%8a-%e5%9f%ba%e4%ba%8e%e5%86%85%e7%94%9f%e5%a4%8d%e6%9d%82%e6%80%a7%ef%bc%8c%e8%87%aa%e5%8a%a8%e5%8c%96%e6%89%80%e6%96%b0%e7%b1%bb%e8%84%91%e7%bd%91%e7%bb%9c%e6%9e%84%e7%ad%91","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35159","title":{"rendered":"Nature\u5b50\u520a | \u57fa\u4e8e\u5185\u751f\u590d\u6742\u6027\uff0c\u81ea\u52a8\u5316\u6240\u65b0\u7c7b\u8111\u7f51\u7edc\u6784\u7b51\u4eba\u5de5\u667a\u80fd\u4e0e\u795e\u7ecf\u79d1\u79d1\u5b66\u7684\u6865\u6881"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-18-2\" target=\"_blank\">Nature\u5b50\u520a | \u57fa\u4e8e\u5185\u751f\u590d\u6742\u6027\uff0c\u81ea\u52a8\u5316\u6240\u65b0\u7c7b\u8111\u7f51\u7edc\u6784\u7b51\u4eba\u5de5\u667a\u80fd\u4e0e\u795e\u7ecf\u79d1\u79d1\u5b66\u7684\u6865\u6881<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8f3a4306a248d1acbb521fd9268b7132.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8f3a4306a248d1acbb521fd9268b7132.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<p><strong>\u672c\u7bc7\u5de5\u4f5c\u53d1\u8868\u5728\u300aNature Computational Science\u300b\u4e0a\uff0c\u5171\u540c\u901a\u8baf\u4f5c\u8005\u662f\u4e2d\u56fd\u79d1\u5b66\u9662\u81ea\u52a8\u5316\u6240\u674e\u56fd\u9f50\u7814\u7a76\u5458\u3001\u5f90\u6ce2\u7814\u7a76\u5458\uff0c\u5317\u4eac\u5927\u5b66\u7530\u6c38\u9e3f\u6559\u6388\u3002\u5171\u540c\u4e00\u4f5c\u662f\u6e05\u534e\u5927\u5b66\u94b1\u5b66\u68ee\u73ed\u7684\u672c\u79d1\u751f\u4f55\u6797\u8f69\uff08\u81ea\u52a8\u5316\u6240\u5b9e\u4e60\u751f\uff09\u3001\u6570\u7406\u57fa\u79d1\u73ed\u672c\u79d1\u751f\u5f90\u8574\u8f89\uff08\u81ea\u52a8\u5316\u6240\u5b9e\u4e60\u751f\uff09\uff0c\u6e05\u534e\u5927\u5b66\u7cbe\u4eea\u7cfb\u535a\u58eb\u751f\u4f55\u709c\u534e\u548c\u6797\u9038\u6657\u3002<\/strong><\/p>\n<p>\u8ba9\u6a21\u578b\u5177\u6709\u66f4\u52a0\u5e7f\u6cdb\u548c\u901a\u7528\u7684\u8ba4\u77e5\u80fd\u529b\uff0c\u662f\u5f53\u524d\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u9886\u57df\u53d1\u5c55\u7684\u91cd\u8981\u76ee\u6807\u3002\u76ee\u524d\u6d41\u884c\u7684\u5927\u6a21\u578b\u8def\u5f84\u662f\u57fa\u4e8e Scaling Law (\u5c3a\u5ea6\u5b9a\u5f8b) \u53bb\u6784\u5efa\u66f4\u5927\u3001\u66f4\u6df1\u548c\u66f4\u5bbd\u7684\u795e\u7ecf\u7f51\u7edc\u63d0\u5347\u6a21\u578b\u7684\u8868\u73b0\uff0c\u53ef\u79f0\u4e4b\u4e3a \u201c\u57fa\u4e8e\u5916\u751f\u590d\u6742\u6027\u201d \u7684\u901a\u7528\u667a\u80fd\u5b9e\u73b0\u65b9\u6cd5\u3002\u7136\u800c\uff0c\u8fd9\u4e00\u8def\u5f84\u4e5f\u9762\u4e34\u7740\u4e00\u4e9b\u96be\u4ee5\u514b\u670d\u7684\u56f0\u5883\uff0c\u4f8b\u5982\u9ad8\u6602\u7684\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u548c\u80fd\u6e90\u6d88\u8017\uff0c\u5e76\u4e14\u5728\u53ef\u89e3\u91ca\u6027\u65b9\u9762\u5b58\u5728\u4e0d\u8db3\u3002<\/p>\n<p>\u4eba\u5de5\u667a\u80fd\u4e0e\u795e\u7ecf\u79d1\u5b66\u957f\u671f\u4ee5\u6765\u76f8\u4e92\u4f9d\u5b58\uff0c\u534f\u540c\u53d1\u5c55\u3002\u4e3a\u4e86\u514b\u670d \u201c\u57fa\u4e8e\u5916\u751f\u590d\u6742\u6027\u201d \u5b9e\u73b0\u901a\u7528\u667a\u80fd\u7684\u56f0\u5883\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u81ea\u52a8\u5316\u7814\u7a76\u6240\u674e\u56fd\u9f50\u3001\u5f90\u6ce2\u7814\u7a76\u56e2\u961f\u8054\u5408\u6e05\u534e\u5927\u5b66\u3001\u5317\u4eac\u5927\u5b66\u7b49\u501f\u9274\u5927\u8111\u795e\u7ecf\u5143\u590d\u6742\u52a8\u529b\u5b66\u7279\u6027\uff0c\u63d0\u51fa\u4e86 \u201c\u57fa\u4e8e\u5185\u751f\u590d\u6742\u6027\u201d \u7684\u7c7b\u8111\u795e\u7ecf\u5143\u6a21\u578b\u6784\u5efa\u65b9\u6cd5 \uff08\u56fe 1\uff09\uff0c\u6539\u5584\u4e86\u4f20\u7edf\u6a21\u578b\u901a\u8fc7\u5411\u5916\u62d3\u5c55\u89c4\u6a21\u5e26\u6765\u7684\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u95ee\u9898\uff0c\u4e3a\u6709\u6548\u5229\u7528\u795e\u7ecf\u79d1\u5b66\u53d1\u5c55\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u4e86\u793a\u4f8b\u3002Nature Computational Science \u671f\u520a\u5bf9\u6b64\u8bc4\u8bba\u9053\uff1a\u201cAI \u7814\u7a76\u66f4\u52a0\u8d34\u8fd1\u5de5\u7a0b\u4e0e\u5e94\u7528\uff0c\u800c\u795e\u7ecf\u79d1\u5b66\u7684\u7814\u7a76\u66f4\u52a0\u5177\u6709\u63a2\u7d22\u6027\u3002\u7814\u7a76\u56e2\u961f\u6311\u6218\u4e86\u8fd9\u4e00\u4f20\u7edf\u89c2\u70b9\uff0c\u5e76\u8868\u660e\u66f4\u8be6\u7ec6\u4e14\u751f\u7269\u5b66\u4e0a\u66f4\u771f\u5b9e\u7684\u795e\u7ecf\u5143\u6a21\u578b\u53ef\u4ee5\u63a8\u52a8\u6df1\u5ea6\u5b66\u4e60\u53d6\u5f97\u66f4\u5927\u8fdb\u5c55\u3002\u201d<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1df5d2a00eb1d6ee929801a868c99558.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1df5d2a00eb1d6ee929801a868c99558.png\"><\/a><\/p>\n<ul>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s43588-024-00674-9<\/p>\n<\/li>\n<li>\n<p>\u8bc4\u8bba\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s43588-024-00677-6<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b5d27f198829af698a2aac456c6b4dbc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b5d27f198829af698a2aac456c6b4dbc.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1. \u201c\u5916\u751f\u590d\u6742\u6027\u201d \u548c \u201c\u5185\u751f\u590d\u6742\u6027\u201d \u5b9a\u4e49\u793a\u610f\u56fe\u3002\u5185\u751f\u590d\u6742\u6027\u662f\u6307\u5411\u5185\u501f\u9274\u5927\u8111\u795e\u7ecf\u5143\u590d\u6742\u52a8\u529b\u5b66\u7279\u6027\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u57fa\u5143\u6a21\u578b<\/sup><\/em><\/p>\n<p><strong>\u5177\u6709\u5185\u751f\u590d\u6742\u6027\u7684\u5c0f\u7f51\u7edc\u6a21\u578b\uff1a\u751f\u7269\u795e\u7ecf\u5143\u7684\u542f\u793a<\/strong><\/p>\n<p>\u751f\u7269\u795e\u7ecf\u5143\u5177\u6709\u590d\u6742\u7684\u5185\u90e8\u7ed3\u6784\uff0c\u4f8b\u5982\u79bb\u5b50\u901a\u9053\u3001\u7a81\u89e6\u4f20\u9012\u673a\u5236\u7b49\uff0c\u8fd9\u4e9b\u590d\u6742\u7684\u5185\u90e8\u7ed3\u6784\u4f7f\u5f97\u795e\u7ecf\u5143\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u4fe1\u53f7\u5e76\u4ea7\u751f\u591a\u6837\u5316\u7684\u54cd\u5e94\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u76ee\u524d\u7684\u4eba\u5de5\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff0c\u4f8b\u5982\u7ecf\u5178\u7684 LIF \uff08Leaky Integrate and Fire\uff09\u7f51\u7edc\uff0c\u901a\u5e38\u91c7\u7528\u7b80\u5355\u7684\u5185\u90e8\u7ed3\u6784\uff0c\u96be\u4ee5\u6a21\u62df\u751f\u7269\u795e\u7ecf\u5143\u7684\u590d\u6742\u52a8\u529b\u5b66\u548c\u529f\u80fd\u3002<\/p>\n<p>\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u7814\u7a76\u8005\u63d0\u51fa\u4e86 \u201c\u5177\u6709\u5185\u751f\u590d\u6742\u6027\u7684\u5c0f\u7f51\u7edc\u6a21\u578b\u201d \u8fd9\u4e00\u6982\u5ff5\uff0c\u5176\u6838\u5fc3\u601d\u8def\u662f\u901a\u8fc7\u6a21\u62df\u751f\u7269\u795e\u7ecf\u5143\u7684\u590d\u6742\u52a8\u529b\u5b66\uff0c\u5c06\u590d\u6742\u7684\u5185\u90e8\u7ed3\u6784\u5f15\u5165\u5355\u4e2a\u795e\u7ecf\u5143\uff0c\u4ece\u800c\u6784\u5efa\u66f4\u9ad8\u6548\u7684 AI \u6a21\u578b\u3002\u4f8b\u5982\u5728\u672c\u7814\u7a76\u4e2d\uff0c\u7814\u7a76\u8005\u5728\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u4e2d\u4f7f\u7528 HH\uff08Hodgkin-Huxley\uff09\u6a21\u578b\u6765\u66ff\u4ee3\u4f20\u7edf\u7684 LIF \u6a21\u578b\u3002\u4f5c\u4e3a\u4e00\u79cd\u63cf\u8ff0\u795e\u7ecf\u5143\u52a8\u4f5c\u7535\u4f4d\u4ea7\u751f\u673a\u5236\u7684\u6570\u5b66\u6a21\u578b\uff0cHH \u6a21\u578b\u5177\u6709\u7531\u590d\u6742\u7684\u5185\u90e8\u7ed3\u6784\u5e26\u6765\u7684\u7cbe\u7ec6\u52a8\u529b\u5b66\uff0c\u53ef\u4ee5\u6a21\u62df\u795e\u7ecf\u5143\u5bf9\u5404\u79cd\u523a\u6fc0\u7684\u54cd\u5e94\u3002<\/p>\n<p><strong>\u4ece\u5916\u751f\u590d\u6742\u6027\u81f3\u5185\u751f\u590d\u6742\u6027\u7684\u8f6c\u5316<\/strong><\/p>\n<p><strong>\u7406\u8bba\u52a8\u529b\u5b66\u63a8\u5bfc\u4e0e\u4eff\u771f<\/strong><\/p>\n<p>\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u7406\u8bba\u8bc1\u660e\u4e86 HH \u6a21\u578b\u4e0e LIF \u6a21\u578b\u5728\u52a8\u4f5c\u7535\u4f4d\u4ea7\u751f\u673a\u5236\u4e0a\u5b58\u5728\u67d0\u79cd\u7b49\u6548\u5173\u7cfb\uff0c\u5373\u4e00\u4e2a HH \u795e\u7ecf\u5143\u53ef\u4ee5\u548c\u56db\u4e2a\u65f6\u53d8\u53c2\u6570 LIF \u795e\u7ecf\u5143\uff08tv-LIF\uff09\u4ee5\u7279\u5b9a\u8fde\u63a5\u65b9\u5f0f\u5f62\u6210\u7684\u5fae\u7ed3\u6784\u7b49\u6548\uff0c\u5176\u4e2d\u6bcf\u4e2a LIF \u795e\u7ecf\u5143\u63cf\u8ff0 HH \u6a21\u578b\u4e2d\u7684\u4e00\u4e2a\u79bb\u5b50\u901a\u9053\u3002\u57fa\u4e8e\u8fd9\u79cd\u7b49\u6548\u6027\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u8ba1\u5fae\u7ed3\u6784\u63d0\u5347\u8ba1\u7b97\u5355\u5143\u7684\u5185\u751f\u590d\u6742\u6027\uff0c\u4f7f HH \u7f51\u7edc\u6a21\u578b\u80fd\u591f\u6a21\u62df\u66f4\u5927\u89c4\u6a21 LIF \u7f51\u7edc\u6a21\u578b\u7684\u52a8\u529b\u5b66\u7279\u6027\uff0c\u5728\u66f4\u5c0f\u7684\u7f51\u7edc\u7ed3\u6784\u4e0a\u5b9e\u73b0\u4e0e\u4e4b\u76f8\u4f3c\u7684\u8ba1\u7b97\u529f\u80fd\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u6a21\u62df\u795e\u7ecf\u5143\u523a\u6fc0\u8f93\u5165\u5bf9\u6bd4\u7f51\u7edc\u8f93\u51fa\u5bf9\u8be5\u7406\u8bba\u8fdb\u884c\u4e86\u4eff\u771f\u9a8c\u8bc1\u3002\u5728\u76f8\u540c\u7684\u8f93\u5165\u523a\u6fc0\u4e0b\uff0c\u5177\u6709\u66f4\u9ad8\u5916\u751f\u590d\u6742\u6027\u7684 tv-LIF \u7f51\u7edc\u80fd\u591f\u4e0e HH \u6a21\u578b\u4ea7\u751f\u76f8\u540c\u7684\u8f93\u51fa\u54cd\u5e94\u3002\u8fdb\u4e00\u6b65\uff0c\u56e2\u961f\u5c06\u7531\u56db\u4e2a tv-LIF \u795e\u7ecf\u5143\u6784\u5efa\u7684 \u201cHH \u6a21\u578b\u201d\uff08tv-LIF2HH\uff09\u7b80\u5316\u4e3a s-LIF2HH \u6a21\u578b\uff0c\u901a\u8fc7\u4eff\u771f\u5b9e\u9a8c\u9a8c\u8bc1\u4e86\u8fd9\u79cd\u7b80\u5316\u6a21\u578b\u4f9d\u7136\u4fdd\u6709\u6355\u6349 HH \u6a21\u578b\u52a8\u529b\u5b66\u884c\u4e3a\u7684\u53ef\u80fd\u6027 \uff08\u56fe 2\uff09\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c9802cf50b9d79dc6bcb0f75539566eb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c9802cf50b9d79dc6bcb0f75539566eb.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2. \u201c\u5916\u751f\u590d\u6742\u6027\u201d \u548c \u201c\u5185\u751f\u590d\u6742\u6027\u201d \u795e\u7ecf\u5143\u80fd\u591f\u4fdd\u6301\u7b49\u6548\u7684\u52a8\u529b\u5b66\u884c\u4e3a\uff0c\u4e3a\u8ba1\u7b97\u4efb\u52a1\u7b80\u5316\u540e\u4ecd\u65e7\u80fd\u591f\u4fdd\u6301\u76f8\u8fd1\u7684\u52a8\u529b\u5b66\u884c\u4e3a<\/sup><\/em><\/p>\n<p><strong>\u7f51\u7edc\u5b66\u4e60\u5b9e\u9a8c\u5bf9\u6bd4<\/strong><\/p>\n<p>\u9664\u4e86\u901a\u8fc7\u4eff\u771f\u7814\u7a76\u76f8\u540c\u523a\u6fc0\u4e0b\u4e0d\u540c\u7f51\u7edc\u7684\u52a8\u529b\u5b66\u884c\u4e3a\uff0c\u7814\u7a76\u8005\u6784\u5efa\u4e86\u66f4\u5927\u89c4\u6a21\u7684 HH \u7f51\u7edc\u6a21\u578b\uff0c s-LIF2HH \u7f51\u7edc\u6a21\u578b\uff0c\u5e76\u8fdb\u884c\u4e86\u591a\u4efb\u52a1\u5206\u7c7b\u548c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u5b9e\u9a8c\u3002\u7ed3\u679c\u8868\u660e\uff0c\u5177\u6709\u5185\u751f\u590d\u6742\u6027 HH \u7f51\u7edc\u6a21\u578b\u80fd\u591f\u4e0e\u66f4\u5927\u89c4\u6a21\u7684 s-LIF2HH \u7f51\u7edc\u6a21\u578b\u5728\u8868\u793a\u80fd\u529b\u548c\u9c81\u68d2\u6027\u4e0a\u5177\u6709\u76f8\u4f3c\u7684\u6027\u80fd\uff0c\u76f8\u6bd4\u66f4\u5927\u89c4\u6a21\u7684\u4e00\u822c LIF \u7f51\u7edc\u8868\u73b0\u51fa\u66f4\u597d\u7684\u6027\u80fd\u3002<\/p>\n<ul>\n<li>\n<p>\u591a\u4efb\u52a1\u5b66\u4e60\u5b9e\u9a8c\uff1a\u7814\u7a76\u8005\u901a\u8fc7\u4f7f\u7528 Fashion-MNIST \u6570\u636e\u96c6\u8fdb\u884c\u591a\u4efb\u52a1\u5b66\u4e60\u5b9e\u9a8c\uff0c\u7ed3\u679c\u8868\u660e HH \u7f51\u7edc\u6a21\u578b\u80fd\u591f\u4e0e\u66f4\u5927\u89c4\u6a21\u7684 s-LIF2HH \u7f51\u7edc\u6a21\u578b\u5b9e\u73b0\u76f8\u5f53\u6027\u80fd\uff0c\u751a\u81f3\u7565\u4f18\u4e8e\u66f4\u5927\u89c4\u6a21\u7684\u4e00\u822c LIF \u7f51\u7edc\uff08\u56fe 3\uff09\u3002<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4f4c6fda891dfe716d8506c3e6f30a81.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4f4c6fda891dfe716d8506c3e6f30a81.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 3. \u5177\u6709\u5185\u751f\u590d\u6742\u6027\u7684 HH \u7f51\u7edc\u6a21\u578b\u5728\u591a\u4efb\u52a1\u4e0a\u80fd\u4e0e\u66f4\u5927\u89c4\u6a21\u5916\u751f\u590d\u6742\u6027\u7f51\u7edc\u7edc\u6027\u80fd\u76f8\u5f53<\/sup><\/em><\/p>\n<ul>\n<li>\n<p>\u65f6\u5e8f\u5f3a\u5316\u5b66\u4e60\u5b9e\u9a8c\uff1a\u7814\u7a76\u8005\u5728\u5012\u7acb\u6446\uff08Inverted Pendulum\uff09\u548c\u5012\u7acb\u53cc\u6446\uff08Inverted Double Pendulum\uff09\u73af\u5883\u4e0b\u8fdb\u884c\u65f6\u5e8f\u5f3a\u5316\u5b66\u4e60\u5b9e\u9a8c\uff0c\u7ed3\u679c\u8868\u660e HH \u7f51\u7edc\u6a21\u578b\u80fd\u591f\u4e0e\u66f4\u5927\u89c4\u6a21\u7684 LIF \u7f51\u7edc\u6a21\u578b\u76f8\u6bd4\uff0c\u8868\u73b0\u51fa\u66f4\u5f3a\u7684\u65f6\u5e8f\u4fe1\u606f\u63d0\u53d6\u80fd\u529b\uff08\u56fe 4\uff09\u3002<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-53403e78225ff1bc570a794fe8c6c316.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-53403e78225ff1bc570a794fe8c6c316.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 4. \u5177\u6709\u5185\u751f\u590d\u6742\u6027\u7684 HH \u7f51\u7edc\u6a21\u578b\u5728\u65f6\u5e8f\u5f3a\u5316\u5b66\u4e60\u4efb\u52a1\u4e0a\u80fd\u4e0e\u66f4\u5927\u89c4\u6a21\u5916\u751f\u590d\u6742\u6027\u7f51\u7edc\u6027\u80fd\u76f8\u5f53<\/sup><\/em><\/p>\n<ul>\n<li>\n<p>\u9c81\u68d2\u6027\u5b9e\u9a8c\uff1a\u7814\u7a76\u8005\u5728\u591a\u4efb\u52a1\u5b66\u4e60\u548c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u4efb\u52a1\u4e2d\u6dfb\u52a0\u9ad8\u65af\u566a\u58f0\uff0c\u4ee5\u8bc4\u4f30\u7f51\u7edc\u7684\u9c81\u68d2\u6027\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u66f4\u5927\u89c4\u6a21\u7684\u4e00\u822c LIF \u7f51\u7edc\u6a21\u578b\u5728\u566a\u58f0\u5f71\u54cd\u4e0b\u6027\u80fd\u4e0b\u964d\u5e45\u5ea6\u6700\u5927\uff0c\u800c HH \u7f51\u7edc\u6a21\u578b\u548c\u66f4\u5927\u89c4\u6a21\u7684 s-LIF2HH \u7f51\u7edc\u6a21\u578b\u5219\u8868\u73b0\u51fa\u66f4\u5f3a\u7684\u9c81\u68d2\u6027\u3002\u5728\u566a\u58f0\u5f3a\u5ea6\u589e\u52a0\u7684\u60c5\u51b5\u4e0b\uff0cHH \u7f51\u7edc\u6a21\u578b\u548c s-LIF2HH \u7f51\u7edc\u6a21\u578b\u7684\u5956\u52b1\u66f2\u7ebf\u4ecd\u7136\u4fdd\u6301\u63a5\u8fd1\uff0c\u5e76\u4e14\u76f8\u6bd4\u4e00\u822c LIF \u7f51\u7edc\u6a21\u578b\u53d7\u5230\u7684\u5f71\u54cd\u663e\u8457\u5730\u66f4\u5c0f\uff08\u56fe 5\uff09\u3002<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-bed98862c95b643c551ab5505e647b2d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-bed98862c95b643c551ab5505e647b2d.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 5. \u5177\u6709\u5185\u751f\u590d\u6742\u6027\u7684 HH \u7f51\u7edc\u6a21\u578b\u6bd4\u66f4\u5927\u89c4\u6a21\u5916\u751f\u590d\u6742\u6027\u7f51\u7edc\u5177\u6709\u66f4\u597d\u7684\u9c81\u68d2\u6027<\/sup><\/em><\/p>\n<p>\u5b9e\u9a8c\u8bc1\u660e\u4e86\u5185\u751f\u590d\u6742\u6027\u6a21\u578b\u5728\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u7684\u6709\u6548\u6027\u548c\u53ef\u9760\u6027\u3002\u540c\u65f6\uff0c\u7814\u7a76\u53d1\u73b0 HH \u7f51\u7edc\u6a21\u578b\u5728\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u4e0a\u66f4\u4e3a\u9ad8\u6548\uff0c\u663e\u8457\u51cf\u5c11\u4e86\u5185\u5b58\u548c\u8ba1\u7b97\u65f6\u95f4\u7684\u4f7f\u7528\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u6574\u4f53\u7684\u8fd0\u7b97\u6548\u7387\u3002\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u4fe1\u606f\u74f6\u9888\u7406\u8bba\u5bf9\u4e0a\u8ff0\u7814\u7a76\u7ed3\u679c\u8fdb\u884c\u4e86\u89e3\u91ca\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u5c0f\u89c4\u6a21\u7684\u6a21\u578b\u5916\u90e8\u7ed3\u6784\u76f8\u5bf9\u7b80\u5355\uff0c\u66f4\u5bb9\u6613\u7406\u89e3\u5176\u51b3\u7b56\u8fc7\u7a0b\uff0c\u8fd9\u4e5f\u63d0\u9ad8\u4e86\u6a21\u578b\u7684\u53ef\u89e3\u91ca\u6027\u548c\u5b89\u5168\u6027\u3002<\/p>\n<p><strong>\u7ed3\u8bed\u4e0e\u5c55\u671b<\/strong><\/p>\n<p>\u5177\u6709\u5185\u751f\u590d\u6742\u6027\u7684\u5c0f\u578b\u6a21\u578b\u4e3a AI \u7684\u53d1\u5c55\u5e26\u6765\u4e86\u65b0\u7684\u673a\u9047\u3002\u901a\u8fc7\u6a21\u62df\u751f\u7269\u795e\u7ecf\u5143\u7684\u590d\u6742\u52a8\u529b\u5b66\uff0c\u4f18\u5316\u6a21\u578b\u7684\u5c40\u90e8\u5fae\u7ed3\u6784\u6269\u5c55\u5185\u751f\u590d\u6742\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u6784\u5efa\u66f4\u9ad8\u6548\u3001\u66f4\u5f3a\u5927\u7684 AI \u6a21\u578b\uff0c\u5e76\u514b\u670d\u5916\u90e8\u590d\u6742\u6027\u5927\u578b\u6a21\u578b\u7684\u56f0\u5883\u3002\u672a\u6765\uff0c\u62d3\u5c55\u5185\u751f\u590d\u6742\u6027\u6216\u5c06\u6210\u4e3a AI \u7814\u7a76\u7684\u91cd\u8981\u65b9\u5411\uff0c\u5e76\u63a8\u52a8 AI \u6280\u672f\u8d70\u5411\u66f4\u5e7f\u6cdb\u7684\u5e94\u7528\u3002<\/p>\n<p>\u672c\u7814\u7a76\u4e3a\u5c06\u795e\u7ecf\u79d1\u5b66\u7684\u590d\u6742\u52a8\u529b\u5b66\u7279\u6027\u878d\u5165\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u4e86\u65b0\u7684\u65b9\u6cd5\u548c\u7406\u8bba\u652f\u6301\uff0c\u4e3a\u5b9e\u9645\u5e94\u7528\u4e2d\u7684 AI \u6a21\u578b\u4f18\u5316\u548c\u6027\u80fd\u63d0\u5347\u63d0\u4f9b\u4e86\u53ef\u884c\u7684\u89e3\u51b3\u65b9\u6848\u3002\u76ee\u524d\uff0c\u7814\u7a76\u56e2\u961f\u5df2\u5f00\u5c55\u5bf9\u66f4\u5927\u89c4\u6a21 HH \u7f51\u7edc\uff0c\u4ee5\u53ca\u5177\u5907\u66f4\u5927\u5185\u751f\u590d\u6742\u6027\u7684\u591a\u5206\u679d\u591a\u623f\u5ba4\u795e\u7ecf\u5143\u7684\u7814\u7a76\uff0c\u6709\u671b\u8fdb\u4e00\u6b65\u63d0\u5347\u5927\u6a21\u578b\u8ba1\u7b97\u6548\u7387\u4e0e\u4efb\u52a1\u5904\u7406\u80fd\u529b\uff0c\u5b9e\u73b0\u5728\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\u7684\u5feb\u901f\u843d\u5730\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-18-2\" target=\"_blank\">Nature\u5b50\u520a | \u57fa\u4e8e\u5185\u751f\u590d\u6742\u6027\uff0c\u81ea\u52a8\u5316\u6240\u65b0\u7c7b\u8111\u7f51\u7edc\u6784\u7b51\u4eba\u5de5\u667a\u80fd\u4e0e\u795e\u7ecf\u79d1\u79d1\u5b66\u7684\u6865\u6881<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:Nature\u5b50\u520a |  [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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