{"id":31420,"date":"2021-12-29T22:47:27","date_gmt":"2021-12-29T14:47:27","guid":{"rendered":"https:\/\/swarma.org\/?p=31420"},"modified":"2021-12-29T22:47:27","modified_gmt":"2021-12-29T14:47:27","slug":"prl%ef%bc%9a%e4%ba%92%e4%bf%a1%e6%81%af%e5%b8%ae%e5%8a%a9%e5%88%86%e7%a6%bb%e7%8e%af%e5%a2%83%e5%99%aa%e5%a3%b0%e4%b8%8e%e7%b3%bb%e7%bb%9f%e5%86%85%e9%83%a8%e7%9b%b8%e4%ba%92%e4%bd%9c%e7%94%a8","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=31420","title":{"rendered":"PRL\uff1a\u4e92\u4fe1\u606f\u5e2e\u52a9\u5206\u79bb\u73af\u5883\u566a\u58f0\u4e0e\u7cfb\u7edf\u5185\u90e8\u76f8\u4e92\u4f5c\u7528"},"content":{"rendered":"
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\u7814\u7a76\u9886\u57df\uff1a<\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong>\u751f\u547d\u7cfb\u7edf\uff0c\u4fe1\u606f\u8bba\uff0c\u71b5<\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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Katie Newha<\/span>ll<\/span> <\/span>| \u4f5c\u8005<\/strong><\/span><\/strong><\/p>\n

\u6f58\u4f73\u680b<\/span> <\/span>| \u8bd1\u8005<\/strong><\/span><\/strong><\/span><\/p>\n

\u6881\u91d1<\/span> | \u5ba1\u6821<\/strong><\/span><\/strong><\/span><\/p>\n

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\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

<\/span>Mutual Information Disentangles Interactions from Changing Environments<\/span><\/p>\n

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https:\/\/journals.aps.org\/prl\/abstract\/10.1103\/PhysRevLett.127.228301<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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1. \u548c\u73af\u5883\u5173\u8054\u7684\u751f\u7269\u7cfb\u7edf<\/strong><\/strong><\/p>\n<\/section>\n

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\u4ece\u5927\u8111\u4e2d\u4f20\u8f93\u4fe1\u53f7\u7684\u795e\u7ecf\u5143\uff0c\u5230\u7ec6\u80de\u6838\u4e2d\u8fd0\u52a8\u7684\u67d3\u8272\u4f53\uff0c\u751f\u7269\u5b66\u4e2d\u6709\u5f88\u591a\u7cfb\u7edf\u53ef\u4ee5\u88ab\u5efa\u6a21\u4e3a\u5728\u566a\u58f0\u73af\u5883\u4e2d\u76f8\u4e92\u4f5c\u7528\u7684\u7c92\u5b50\u7f51\u7edc\u3002\u4f46\u662f\uff0c\u5982\u4f55\u4ece\u5b9e\u9a8c\u89c2\u5bdf\u4e2d\u91cd\u5efa\u7c92\u5b50\u7684\u76f8\u4e92\u4f5c\u7528\uff1f[1] \u5982\u4f55\u5c06\u6765\u81ea\u73af\u5883\u7684\u566a\u58f0\u4e0e\u7cfb\u7edf\u7684\u5185\u5728\u76f8\u4e92\u4f5c\u7528\u5206\u5f00\uff1f[2] \u8fd9\u4e9b\u57fa\u672c\u95ee\u9898\u4ecd\u7136\u56f0\u6270\u4eba\u4eec\u3002<\/span><\/section>\n
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\u6700\u8fd1\uff0c\u610f\u5927\u5229\u5e15\u591a\u74e6\u5927\u5b66\u7684Giorgio Nicoletti\u548c\u745e\u58eb\u6d1b\u6851\u8054\u90a6\u7406\u5de5\u5b66\u9662\u7684Daniel Busiello\u5c55\u793a\u4e86\u201c\u4e92\u4fe1\u606f<\/strong>\u201d<\/span>\uff08Mutual Information\uff09<\/span>\u5982\u4f55\u5e2e\u52a9\u56de\u7b54\u7b2c\u4e8c\u4e2a\u95ee\u9898[3]\u3002\u4ed6\u4eec\u7684\u7406\u8bba\u5c06\u968f\u673a\u73af\u5883\u548c\u7cfb\u7edf\u4e2d\u5728\u4e24\u4e2a\u7c92\u5b50\u4f4d\u7f6e\u4e4b\u95f4\u4ea7\u751f\u5173\u8054\u4f5c\u7528\u7684\u786e\u5b9a\u6027\u76f8\u4e92\u4f5c\u7528\u529b\u5206\u5f00<\/strong>\u3002\u8fd9\u4e00\u6b65\u662f\u7406\u89e3\u73af\u5883\u566a\u58f0\u5728\u771f\u5b9e\u7cfb\u7edf\u4e2d\u4f5c\u7528\u7684\u91cd\u8981\u4e00\u6b65\u3002\u5728\u771f\u5b9e\u7cfb\u7edf\u4e2d\uff0c\u566a\u58f0\u4ea7\u751f\u7684\u54cd\u5e94\u53ef\u4ee5\u4e0e\u7cfb\u7edf\u76f8\u4e92\u4f5c\u7528\u4ea7\u751f\u7684\u4fe1\u53f7\u4e00\u6837\u590d\u6742\u3002<\/span><\/section>\n
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\u56de\u60f3\u4e00\u4e0b\u6211\u4eec\u7684\u9ad8\u4e2d\u751f\u7269\u8bfe\uff0c\u751f\u7269\u8fc7\u7a0b\u4f3c\u4e4e\u603b\u662f\u51b3\u5b9a\u6027\u7684\uff0c\u6ca1\u6709\u968f\u673a\u6027\u3002\u4f8b\u5982\uff0c\u6559\u79d1\u4e66\u4f1a\u6559\u5bfc\u8bf4\uff0c\u5206\u5b50\u9a6c\u8fbe\u6709\u8282\u594f\u5730\u6cbf\u7740\u5fae\u7ba1\u884c\u8fdb\uff0c\u800c\u79bb\u5b50\u5468\u671f\u6027\u5730\u7a7f\u8fc7\u751f\u7269\u819c\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u8fc7\u7a0b\u5b9e\u9645\u4e0a\u5145\u6ee1\u4e86\u56fa\u6709\u7684\u968f\u673a\u6027\u548c\u566a\u97f3\uff1a\u5206\u5b50\u9a6c\u8fbe\u7684 “\u811a “\u5728\u8fc8\u6b65\u4e4b\u524d\u4f1a\u56db\u5904\u6269\u6563\uff0c\u800c\u4e14\u9a6c\u8fbe\u53ef\u4ee5\u5b8c\u5168\u8131\u79bb\u5fae\u7ba1\uff1b\u79bb\u5b50\u95e8\u4ee5\u968f\u673a\u7684\u65f6\u95f4\u95f4\u9694\u5728 “\u5f00\u653e “\u548c “\u5173\u95ed “\u4e24\u79cd\u72b6\u6001\u4e4b\u95f4\u6ce2\u52a8<\/span>\uff08fluctuate\uff0c\u4ea6\u5373\u6da8\u843d\uff09<\/span>\uff0c\u4f7f\u5f97\u79bb\u5b50\u7684\u6d41\u52a8\u65ad\u65ad\u7eed\u7eed\u3002\u8fd9\u4e2a\u95ee\u9898\u4f7f\u7814\u7a76\u4eba\u5458\u60f3\u77e5\u9053\uff0c\u5982\u679c\u6da8\u843d\u6301\u7eed\u5b58\u5728\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u5982\u4f55\u80fd\u591f\u6b63\u5e38\u8fd0\u4f5c\uff1f\u751a\u81f3\u66f4\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u5982\u4f55\u901a\u8fc7\u6da8\u843d\u4f7f\u5f97\u529f\u80fd\u5f97\u5230\u6539\u8fdb\uff1f<\/span><\/section>\n
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\u7c97\u7565\u5730\u8bf4\uff0c\u4e0e\u7cfb\u7edf\u76f8\u5173\u7684\u6da8\u843d\u548c\u76f8\u4e92\u4f5c\u7528\u53ef\u5206\u4e3a “\u5185\u5728\u7684 “\u6216 “\u5916\u5728\u7684”\uff0c\u5176\u4e2d\u5185\u5728\u6da8\u843d\u548c\u76f8\u4e92\u4f5c\u7528\u901a\u5e38\u7531\u7cfb\u7edf\u672c\u8eab\u5f15\u8d77<\/span>\uff08\u4f8b\u5982\uff0c\u79bb\u5b50\u95e8\u7684\u968f\u673a\u6253\u5f00\u548c\u5173\u95ed\uff09<\/span>\uff0c\u5916\u5728\u6da8\u843d\u548c\u76f8\u4e92\u4f5c\u7528\u4ea7\u751f\u4e8e\u7cfb\u7edf\u4e4b\u5916<\/span>\uff08\u4f8b\u5982\uff0c\u79bb\u5b50\u6269\u6563\u73af\u5883\u4e2d\u7684\u70ed\u53d8\u5316\uff0c\u6216\u79bb\u5b50\u95e8\u6fc0\u6d3b\u4fe1\u53f7\u7684\u6da8\u843d\uff09<\/span>\u3002\u5916\u5728\u6da8\u843d\u53ef\u4ee5\u63a9\u76d6\u4e0e\u7cfb\u7edf\u5185\u90e8\u7ec6\u5fae\u53d8\u5316\u6709\u5173\u7684\u4fe1\u53f7\uff0c\u5e76\u589e\u52a0\u7c7b\u4f3c\u4e8e\u5185\u5728\u76f8\u4e92\u4f5c\u7528\u4ea7\u751f\u7684\u5173\u8054\u6027\u3002\u8fd9\u4e24\u4e2a\u56e0\u7d20\u4f7f\u5f97\u63d0\u53d6\u6a21\u578b\u53c2\u6570\u751a\u81f3\u662f\u76f8\u4e92\u4f5c\u7528\u89c4\u5f8b\u53d8\u5f97\u66f4\u52a0\u56f0\u96be\u3002Nicoletti \u548c Busiello \u4f7f\u7528\u4e92\u4fe1\u606f\u7406\u8bba\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u8be5\u7406\u8bba\u91cf\u5316\u4e86\u4e24\u4e2a\u53d8\u91cf\u7684\u72ec\u7acb\u7a0b\u5ea6\uff0c\u4ee5\u89e3\u5f00\u4fe1\u53f7\u4e2d\u7684\u7cfb\u7edf\u548c\u73af\u5883\u76f8\u5173\u6027\u3002<\/span><\/section>\n
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2. \u4e92\u4fe1\u606f\u5e2e\u52a9\u5206\u79bb\u5916\u90e8\u566a\u58f0\u4e0e\u5185\u90e8\u4fe1\u53f7<\/strong><\/strong><\/p>\n<\/section>\n

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\u5728\u7814\u7a76\u4e2d\uff0cNicoletti \u548c Busiello \u8003\u8651\u4e86\u4e24\u4e2a\u7c92\u5b50\u5728\u542b\u6709\u4e0d\u540c\u5927\u5c0f\u7684\u51b7\u70ed\u6591\u5757\u7684\u6db2\u4f53\u4e2d\u6269\u6563<\/span>\uff08\u56fe1\uff09<\/span>\u3002\u4e24\u4eba\u9996\u5148\u8ba1\u7b97\u4e86\u73af\u5883\u5bf9\u7c92\u5b50\u8fd0\u52a8\u7684\u5f71\u54cd\u3002\u4ed6\u4eec\u8ba9\u7c92\u5b50\u5468\u56f4\u7684\u6e29\u5ea6\u5728\u70ed\u548c\u51b7\u4e4b\u95f4\u968f\u673a\u5207\u6362\u6765\u6a21\u62df\u6e29\u5ea6\u53d8\u5316\uff0c\u8fd9\u4e00\u884c\u52a8\u6a21\u4eff\u4e86\u51b7\u70ed\u6db2\u4f53\u6591\u5757\u4e4b\u95f4\u7684\u8fd0\u52a8\u3002\u4ed6\u4eec\u5f97\u51fa\u4e86\u5728\u6e29\u5ea6\u6591\u5757\u8f83\u5927\u7684\u6e10\u8fd1\u6781\u9650\u4e0b<\/span>\uff08\u5bf9\u5e94\u7f13\u6162\u7684\u6e29\u5ea6\u5207\u6362\uff09<\/span>\uff0c\u7c92\u5b50\u4f4d\u7f6e\u7684\u8054\u5408\u6982\u7387\u5206\u5e03\u3002<\/span><\/section>\n
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\u7136\u540e\u4ed6\u4eec\u8ba1\u7b97\u4e86\u4e24\u4e2a\u7c92\u5b50\u4e4b\u95f4\u7684\u4e92\u4fe1\u606f\uff0c\u53d1\u73b0\u5b83\u6b63\u662f\u6ce2\u52a8\u73af\u5883\u7684\u9999\u519c\u71b5<\/strong><\/span>\uff08Shannon entropy\uff09<\/span>\uff08\u5728\u5c0f\u6591\u5757\u7684\u6e10\u8fd1\u6781\u9650\u4e2d\u2014\u2014\u5bf9\u5e94\u5feb\u901f\u7684\u6e29\u5ea6\u5207\u6362\u2014\u2014\u7c92\u5b50\u662f\u72ec\u7acb\u7684\uff0c\u56e0\u6b64\u4e0d\u5305\u542b\u73af\u5883\u5bf9\u5176\u4e92\u4fe1\u606f\u7684\u8d21\u732e\uff09<\/span>\u3002<\/span><\/section>\n
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Nicoletti \u548c Busiello \u968f\u540e\u5bf9\u4e24\u4e2a\u5f39\u7c27\u8026\u5408\u7c92\u5b50\u91cd\u590d\u4e86\u8ba1\u7b97\uff0c\u53d1\u73b0\u5b83\u4eec\u4e4b\u95f4\u7684\u4e92\u4fe1\u606f\u662f\u4e24\u4e2a\u672a\u8026\u5408\u7c92\u5b50\u7684\u73af\u5883\u4e92\u4fe1\u606f\u548c\u4e24\u4e2a\u8026\u5408\u7c92\u5b50\u5185\u5728\u76f8\u4e92\u4f5c\u7528\u7684\u4e92\u4fe1\u606f\u7684\u53e0\u52a0\u3002\u56e0\u6b64\uff0c\u4ed6\u4eec\u80fd\u591f\u5206\u79bb\u5185\u5728\u548c\u5916\u5728\u7684\u5f71\u54cd\u3002<\/span><\/section>\n
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\u56fe1. \u6f2b\u753b\u663e\u793a\u4e86\u4e24\u4e2a\u7531\u5f39\u7c27\u8026\u5408\u7684\u7c92\u5b50\u5728\u5177\u6709\u4e0d\u540c\u6e29\u533a\u7684\u6db2\u4f53\u4e2d\u7a7f\u884c\u3002\u6446\u52a8\u7684\u7ebf\u6761\u663e\u793a\u4e86\u7531\u5f39\u7c27\u7684\u5185\u529b\u548c\u7c92\u5b50\u8fd0\u52a8\u73af\u5883\u7684\u5916\u5728\u6e29\u5ea6\u53d8\u5316\u6240\u4ea7\u751f\u7684\u5173\u8054\u6027\u3002<\/span><\/p>\n

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3. \u566a\u58f0\uff0c\u53ef\u80fd\u81f3\u5173\u91cd\u8981<\/strong><\/strong><\/p>\n<\/section>\n

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\u80fd\u591f\u7ea6\u675f\u73af\u5883\u5bf9\u751f\u7269\u8fc7\u7a0b\u7684\u52a8\u529b\u5b66\u5f71\u54cd\u5c06\u6709\u52a9\u4e8e\u4ece\u6570\u636e\u4e2d\u627e\u51fa\u5185\u5728\u76f8\u4e92\u4f5c\u7528\u7684\u5c5e\u6027\uff0c\u4f8b\u5982\u4ece\u7535\u538b\u8bb0\u5f55\u4e2d\u63a8\u65ad\u795e\u7ecf\u5143\u4e4b\u95f4\u8fde\u63a5\u7684\u5b58\u5728\u548c\u5f3a\u5ea6\u3002\u56e0\u4e3aNicoletti\u548cBusiello\u7684\u8ba1\u7b97\u5bf9\u4e92\u4fe1\u606f\u8fdb\u884c\u4e86\u9650\u5236\uff0c\u800c\u4e0d\u662f\u7ed9\u51fa\u5176\u660e\u786e\u7684\u503c\uff0c\u6240\u4ee5\u8be5\u6846\u67b6\u5e94\u8be5\u9002\u7528\u4e8e\u5e7f\u6cdb\u7684\u6a21\u578b\u3002<\/span><\/section>\n
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\u57fa\u4e8e\u4fe1\u606f\u8bba\u7684\u65b9\u6cd5\u5df2\u7ecf\u88ab\u5e94\u7528\u4e8e\u89e3\u51b3\u795e\u7ecf\u79d1\u5b66\u95ee\u9898\uff0c\u5982\u91cd\u5efa\u5927\u8111\u4e2d\u795e\u7ecf\u5143\u7684\u8fde\u63a5\u7f51\u7edc[4]\u548c\u7ed8\u5236\u5927\u8111\u533a\u57df\u95f4\u7684\u4fe1\u606f\u6d41[5]\u3002\u8fd9\u9879\u65b0\u5de5\u4f5c\u6709\u53ef\u80fd\u6269\u5c55\u8fd9\u4e2a\u65b9\u5411\u7684\u7814\u7a76\uff0c\u4e3a\u7406\u89e3\u8fd9\u4e9b\u590d\u6742\u7cfb\u7edf\u63d0\u4f9b\u53e6\u4e00\u4e2a\u65b0\u5de5\u5177\u3002<\/span><\/section>\n
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\u8be5\u65b9\u6cd5\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u7269\u7406\u4e0a\u53ef\u89e3\u91ca\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5<\/strong>\uff0c\u4ee5\u7528\u4e8e\u63a2\u6d4b\u751f\u7269\u7cfb\u7edf\u3002\u4ece\u5e7f\u4e49\u4e0a\u8bb2\uff0c\u673a\u5668\u5b66\u4e60\u6280\u672f\u5229\u7528\u53ef\u80fd\u5305\u542b\u9690\u53d8\u91cf<\/span>\uff08latent variable\uff09<\/span>\u7684\u566a\u58f0\u6570\u636e\uff0c\u5e76\u5c06\u8fd9\u4e9b\u6570\u636e\u5206\u89e3\u5f00\u6765<\/span>(\u9690\u53d8\u91cf\u5c31\u50cf\u73af\u5883\u566a\u97f3\uff0c\u4e0d\u80fd\u88ab\u76f4\u63a5\u89c2\u5bdf\u5230\uff09<\/span>\u3002\u4f46\u673a\u5668\u5b66\u4e60\u4ecd\u7136\u662f\u4e00\u79cd\u9ed1\u7bb1\u65b9\u6cd5\uff0c\u8fd9\u79cd\u65b0\u65b9\u6cd5\u53ef\u80fd\u6709\u52a9\u4e8e\u6539\u53d8\u8fd9\u79cd\u60c5\u51b5\u3002<\/span><\/section>\n
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Nicoletti \u548c Busiello \u7684\u5de5\u4f5c\u8fd8\u53ef\u80fd\u6709\u53e6\u4e00\u4e2a\u5f71\u54cd\uff1a\u4e86\u89e3\u566a\u58f0\u7684\u65f6\u95f4\u5c3a\u5ea6\u7684\u5f71\u54cd\u3002\u4ed6\u4eec\u8ba4\u4e3a\uff0c\u73af\u5883\u6e29\u5ea6\u53d8\u5316\u7684\u901f\u5ea6\u5f71\u54cd\u4e86\u7c92\u5b50\u4e4b\u95f4\u6765\u81ea\u5916\u5728\u6da8\u843d\u7684\u4e92\u4fe1\u606f\u3002\u7cfb\u7edf\u5728\u4e0d\u540c\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u5bf9\u566a\u58f0\u54cd\u5e94\u7a0b\u5ea6\u7684\u53d8\u5316\u6307\u793a\u7740\u751f\u7269\u5b66\u4e2d\u6b63\u5728\u51fa\u73b0\u7684\u56fe\u666f\uff1a\u566a\u58f0\u5e76\u4e0d\u603b\u662f\u53ef\u4ee5\u5ffd\u89c6\u7684\u504f\u79bb\u5e73\u5747\u503c\u7684\u6da8\u843d\uff0c\u4e5f\u4e0d\u603b\u662f\u963b\u788d\u53c2\u6570\u6d4b\u91cf\u7684\u8ba8\u538c\u9b3c\u3002\u5728\u9002\u5f53\u7684\u65f6\u95f4\u5c3a\u5ea6\u4e0a\uff0c\u566a\u58f0\u5bf9\u7cfb\u7edf\u7684\u529f\u80fd\u53ef\u80fd\u81f3\u5173\u91cd\u8981<\/strong>[6-8]\u3002\u56e0\u6b64\uff0c\u7ee7\u7eed\u5f00\u53d1\u5de5\u5177\u6765\u5206\u6790\u5305\u542b\u566a\u58f0\u7684\u7cfb\u7edf\u4e5f\u5f88\u91cd\u8981\u3002<\/span><\/section>\n
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\u53c2\u8003\u6587\u732e<\/span><\/strong><\/span>\uff1a<\/span><\/section>\n
[1]W.-X. Wang et al., \u201cData based identification and prediction of nonlinear and complex dynamical systems,\u201d <\/span>Phys. Rep. 644, 1 (2016)<\/span>.<\/span><\/section>\n
[2]A. Hilfinger and J. Paulsson, \u201cSeparating intrinsic from extrinsic fluctuations in dynamic biological systems,\u201d <\/span>Proc. Natl. Acad. Sci. U.S.A. 108, 12167 (2011)<\/span>.<\/span><\/section>\n
[3]G. Nicoletti and D. M. Busiello, \u201cMutual information disentangles interactions from changing environments,\u201d <\/span>Phys. Rev. Lett. 127, 228301 (2021)<\/span>.<\/span><\/section>\n
[4]D. Zhou et al., \u201cGranger causality network reconstruction of conductance-based integrate-and-fire neuronal systems,\u201d <\/span>PLOS ONE 9, e87636 (2014)<\/span>.<\/span><\/section>\n
[5]B. L. Walker and K. A. Newhall, \u201cInferring information flow in spike-train data sets using a trial-shuffle method,\u201d <\/span>PLOS ONE 13, e0206977 (2018)<\/span>.<\/span><\/section>\n
[6]B. Walker et al., \u201cTransient crosslinking kinetics optimize gene cluster interactions,\u201d <\/span>PLOS Comput. Biol. 15, e1007124 (2019)<\/span>.<\/span><\/section>\n
[7]B. Walker and K. Newhall, \u201cNumerical computation of effective thermal equilibrium in stochastically switching Langevin systems,\u201d <\/span>arXiv:2104.13271<\/span>.<\/span><\/section>\n
[8]K. B. Patel et al., \u201cLimited processivity of single motors improves overall transport flux of self-assembled motor-cargo complexes,\u201d <\/span>Phys. Rev. E 100, 022408 (2019)<\/span>.<\/span><\/section>\n
 <\/span><\/section>\n
\u539f\u6587\u94fe\u63a5\uff1a<\/span><\/section>\n
<\/span>https:\/\/physics.aps.org\/articles\/v14\/162<\/span><\/section>\n
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\u590d\u6742\u79d1\u5b66\u6700\u65b0\u8bba\u6587<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81eaNature\u3001Science<\/span>\u7b49\u9876\u520a\u7684\u6700\u65b0\u8bba\u6587\uff0c\u8ffd\u8e2a\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u3002\u73b0\u5728\u6b63\u5f0f\u63a8\u51fa\u8ba2\u9605\u529f\u80fd\uff0c\u6bcf\u5468\u901a\u8fc7\u5fae\u4fe1\u670d\u52a1\u53f7\u300c\u96c6\u667a\u6591\u56fe\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u5373\u53ef\u4e00\u952e\u8ba2\u9605\uff1a<\/span>
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