{"id":38107,"date":"2022-10-24T20:52:56","date_gmt":"2022-10-24T12:52:56","guid":{"rendered":"https:\/\/swarma.org\/?p=38107"},"modified":"2022-10-24T20:52:56","modified_gmt":"2022-10-24T12:52:56","slug":"%e7%bb%b5%e7%be%8a%e9%97%b4%e6%ad%87%e6%80%a7%e9%9b%86%e4%bd%93%e8%bf%90%e5%8a%a8%e7%94%b1%e9%a2%86%e5%af%bc%e8%80%85%e5%92%8c%e8%b7%9f%e9%9a%8f%e8%80%85%e4%ba%a4%e6%9b%bf%e4%bd%9c%e7%94%a8%e5%bc%95","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=38107","title":{"rendered":"\u7ef5\u7f8a\u95f4\u6b47\u6027\u96c6\u4f53\u8fd0\u52a8\u7531\u9886\u5bfc\u8005\u548c\u8ddf\u968f\u8005\u4ea4\u66ff\u4f5c\u7528\u5f15\u8d77 | \u590d\u6742\u6027\u79d1\u5b66\u9876\u520a\u7cbe\u90098\u7bc7"},"content":{"rendered":"
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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\u81ea<\/span>Nature\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\u6211\u7684\u96c6\u667a\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002<\/span><\/p>\n


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\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\uff0c\u5173\u6ce8\u201c\u6211\u7684\u96c6\u667a\u201d\u670d\u52a1\u53f7\uff0c\u5373\u53ef\u8ba2\u9605Complexity Express\uff1a<\/span>           <\/p>\n

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Complexity Express \u4e00\u5468\u8bba\u6587\u7cbe\u9009<\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u4ee5\u4e0b\u662f2022\u5e7410\u670817\u65e5-10\u670823\u65e5\u6765\u81eaComplexity Express\u7684\u590d\u6742\u6027\u79d1\u5b66\u8bba\u6587\u7cbe\u9009\u3002\u5982\u679cComplexity Express\u5217\u8868\u4e2d\u6709\u4f60\u611f\u5174\u8da3\u7684\u8bba\u6587\uff0c\u6b22\u8fce\u70b9\u8d5e\u63a8\u8350\uff0c\u6211\u4eec\u4f1a\u4f18\u5148\u7ec4\u7ec7\u89e3\u8bfb~<\/span><\/section>\n

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\u76ee\u5f55\uff1a<\/span><\/strong><\/span><\/p>\n

1. <\/strong><\/span>\u7ef5\u7f8a\u95f4\u6b47\u6027\u96c6\u4f53\u8fd0\u52a8\u7531\u9886\u5bfc\u8005\u548c\u8ddf\u968f\u8005\u4ea4\u66ff\u4f5c\u7528\u5f15\u8d77<\/strong><\/p>\n

2. \u201c\u65b0\u51a0\u201d\u75ab\u60c5\u75c5\u4f8b\u6570\u589e\u52a0\u4e0e\u5bf9\u6c14\u5019\u53d8\u5316\u5173\u6ce8\u51cf\u5c11\u6709\u5173<\/strong><\/span><\/p>\n

3. \u57fa\u4e8e\u9176\u795e\u7ecf\u7f51\u7edc\u7684\u975e\u7ebf\u6027\u51b3\u7b56<\/strong><\/span><\/p>\n

4. \u968f\u673a\u6574\u5408-\u653e\u7535\u7f51\u7edc\u7684\u52a8\u529b\u5b66<\/strong><\/span><\/p>\n

5. \u793e\u4f1a\u6295\u8d44\u7ec4\u5408\u4e2d\u7684\u5173\u7cfb\u591a\u6837\u6027\u9884\u793a\u7740\u5e78\u798f\u611f<\/strong><\/span><\/p>\n

6. \u795e\u7ecf\u8868\u5f81\u51e0\u4f55\u5b66\u662f\u5c11\u955c\u5934\u6982\u5ff5\u5b66\u4e60\u7684\u57fa\u7840<\/strong><\/span><\/p>\n

7. \u901a\u8fc7\u7d2f\u79ef\u4e92\u60e0\u5b9e\u73b0\u5408\u4f5c\u7684\u6f14\u5316<\/strong><\/span><\/p>\n

8. \u5982\u4f55\u7528\u6587\u672c\u8fdb\u884c\u56e0\u679c\u63a8\u65ad<\/strong><\/span><\/strong><\/p>\n

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1. \u7ef5\u7f8a\u95f4\u6b47\u6027\u96c6\u4f53\u8fd0\u52a8<\/strong><\/p>\n

\u7531\u9886\u5bfc\u8005\u548c\u8ddf\u968f\u8005\u4ea4\u66ff\u4f5c\u7528\u5f15\u8d77<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aIntermittent collective motion in sheep results from alternating the role of leader and follower<\/span><\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Physics<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41567-022-01769-8<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u7fa4\u4f53\u884c\u4e3a\u7ecf\u5e38\u88ab\u4f5c\u4e3a\u81ea\u7ec4\u7ec7\u8fc7\u7a0b\u7684\u4e00\u4e2a\u4f8b\u5b50\uff0c \u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u4e2a\u4f53\u4e0d\u65ad\u5730\u534f\u5546\u884c\u8fdb\u65b9\u5411\uff0c\u5e76\u534f\u8c03\u5c40\u90e8\u5e73\u5747\u901f\u5ea6\uff0c\u76f4\u5230\u7fa4\u4f53\u8fbe\u6210\u5171\u8bc6\u3002\u8fd9\u79cd\u96c6\u4f53\u884c\u4e3a\u5e76\u6ca1\u6709\u5229\u7528\u7b49\u7ea7\u7ec4\u7ec7\u7b56\u7565\u7684\u597d\u5904\uff0c\u56e0\u4e3a\u7b49\u7ea7\u7ec4\u7ec7\u7b56\u7565\u8d4b\u4e88\u7fa4\u4f53\u9886\u5bfc\u8005\u5b8c\u5168\u7684\u63a7\u5236\u6743\uff0c\u5e76\u51cf\u5c11\u4e86\u4fe1\u606f\u6c9f\u901a\u6210\u672c\u3002<\/span><\/section>\n

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\u56fe\uff1a\u5c06\u8be5\u6a21\u578b\u63a8\u5e7f\u5230\u66f4\u5927\u7684\u7fa4\u4f53\u3002\uff08a\uff09\u4e00\u5927\u7fa4\u7f8a\u7684\u96c6\u4f53\u884c\u52a8\u5feb\u7167\u3002\uff08b\uff09\u5e7f\u4e49\u6a21\u578b\u7684\u6570\u503c\u6a21\u62df\u5feb\u7167\uff0c\u4f7f\u7528 N=40 \u4e2a\u4e2a\u4f53\u7684\u7f8a\u7fa4\u3002\uff08c\uff09\u5e7f\u4e49\u4e92\u52a8\u7f51\u7edc\u7684\u65b9\u6848\uff0cIN3\uff0c\u5728 N=13 \u4e2a\u4e2a\u4f53\u7684\u7cfb\u7edf\u4e2d\u7684\u6a21\u578b\uff0c\u7bad\u5934\u63cf\u8ff0\u4e86\u5bf9\u4e2a\u4f53\u8fd0\u52a8\u7684\u5f71\u54cd\u3002<\/span><\/p>\n


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2. \u201c\u65b0\u51a0\u201d\u75ab\u60c5\u75c5\u4f8b\u6570\u589e\u52a0<\/strong><\/p>\n

\u4e0e\u5bf9\u201c\u6c14\u5019\u53d8\u5316\u201d\u5173\u6ce8\u51cf\u5c11\u6709\u5173<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aCOVID-19, climate change, and the finite pool of worry in 2019 to 2021 Twitter discussions<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2210988119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u5728\u8fc7\u53bb\u4e09\u5341\u5e74\u91cc\uff0c\u51cf\u7f13\u6c14\u5019\u53d8\u5316\u4e00\u76f4\u662f\u4e16\u754c\u4e0a\u6700\u7a81\u51fa\u7684\u95ee\u9898\u4e4b\u4e00\u3002\u7136\u800c\uff0c\u5728\u8fc7\u53bb\u4e24\u5e74\u91cc\uff0c\u5168\u7403\u653f\u7b56\u7684\u6ce8\u610f\u529b\u88ab\u90e8\u5206\u5730\u8f6c\u79fb\u5230\u5e94\u5bf9\u201c\u65b0\u51a0\u201d\u75ab\u60c5\u4e0a\u3002\u4e0e\u201c\u6709\u9650\u7684\u62c5\u5fc3\u201d<\/span>\uff08finite pool of worry\uff09<\/span>\u5047\u8bbe\u76f8\u4e00\u81f4\uff0c\u65e0\u8bba\u662f\u5728\u5e74\u5ea6\u5c42\u9762\u8fd8\u662f\u5728\u65e5\u5e38\u57fa\u7840\u4e0a\uff0cCOVID-19 \u75c5\u4f8b\u548c\u6b7b\u4ea1\u4eba\u6570\u7684\u589e\u52a0\u4e0e\u201c\u6c14\u5019\u53d8\u5316\u201d\u63a8\u7279\u7684\u6570\u91cf\u51cf\u5c11\u6709\u5173\u3002\u5c3d\u7ba1 1\uff092020 \u5e74\u548c 2021 \u5e74 Twitter \u7684\u65e5\u6d3b\u8dc3\u4f7f\u7528\u91cf\u66f4\u5927\uff0c2\uff092021 \u5e74\u4f20\u7edf\u5a92\u4f53\u5bf9\u6c14\u5019\u53d8\u5316\u7684\u62a5\u9053\u66f4\u591a\uff0c3\uff09\u5317\u5927\u897f\u6d0b\u98d3\u98ce\u7684\u6570\u91cf\u66f4\u591a\uff0c\u4ee5\u53ca 4\uff092020 \u5e74\u548c 2021 \u5e74\u7f8e\u56fd\u7684\u91ce\u5730\u706b\u707e\u9762\u79ef\u66f4\u5927\uff0c\u4f46 Twitter \u4e0a\u7684\u6c14\u5019\u53d8\u5316\u8ba8\u8bba\u4ecd\u7136\u51cf\u5c11\u3002\u652f\u6301\u6709\u9650\u62c5\u5fe7\u7684\u8fdb\u4e00\u6b65\u8bc1\u636e\u662f\uff0c\u4e00\u65b9\u9762\u6bcf\u65e5 COVID-19 \u75c5\u4f8b\/\u6b7b\u4ea1\u4eba\u6570\u4e0e\u6c14\u5019\u53d8\u5316\u63a8\u6587\u7684\u516c\u4f17\u60c5\u7eea\u548c\u60c5\u611f\u5185\u5bb9\u4e4b\u95f4\u5b58\u5728\u663e\u8457\u5173\u7cfb\u3002\u7279\u522b\u662f\uff0cCOVID-19 \u6570\u5b57\u7684\u589e\u52a0\u51cf\u5c11\u4e86\u6c14\u5019\u53d8\u5316\u63a8\u6587\u4e2d\u7684\u8d1f\u9762\u60c5\u7eea\u4ee5\u53ca\u4e0e\u62c5\u5fc3\u548c\u7126\u8651\u6709\u5173\u7684\u60c5\u7eea\uff0c\u5982\u6050\u60e7\u548c\u6124\u6012\u3002<\/span><\/section>\n

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\u56fe\uff1a\u56de\u5f52\u5206\u6790\uff0cCOVID-19 \u75c5\u4f8b\u548c\u6b7b\u4ea1\u5bf9\u6c14\u5019\u53d8\u5316 Twitter \u5e16\u5b50\u4e2d\u6b63\u9762\u548c\u8d1f\u9762\u60c5\u7eea\u8bc4\u5206\u7684\u5f71\u54cd\u3002<\/span><\/p>\n


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3. \u57fa\u4e8e\u9176\u50ac\u5316\u795e\u7ecf\u7f51\u7edc\u7684<\/strong><\/p>\n

\u975e\u7ebf\u6027\u51b3\u7b56<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aNonlinear decision-making with enzymatic neural networks<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41586-022-05218-7<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4f7f\u5f97\u7535\u5b50\u8ba1\u7b97\u9886\u57df\u53d1\u751f\u6781\u5927\u7684\u53d8\u9769\u3002\u540c\u6837\u7684\uff0c\u5f53\u5206\u5b50\u7f51\u7edc\u5177\u6709\u795e\u7ecf\u5f62\u6001\u7ed3\u6784\uff0c\u5176\u5206\u5b50\u51b3\u7b56\u6c34\u5e73\u4e5f\u8bb8\u53ef\u4ee5\u6bd4\u62df\u57fa\u56e0\u8c03\u8282\u7f51\u7edc\u3002\u65e0\u9176\u50ac\u5316\u7684\u7f51\u7edc\u5728\u7406\u8bba\u4e0a\u53ef\u4ee5\u652f\u6301\u795e\u7ecf\u5f62\u6001\u7684\u7ed3\u6784\uff0c\u6781\u5177\u521b\u9020\u529b\u7684\u539f\u7406\u6c42\u8bc1\u4e5f\u5df2\u7ecf\u88ab\u62a5\u9053\u3002\u7136\u800c\uff0c\u6cc4\u9732<\/span>\uff08leakage\uff0c\u5373\u4e0d\u5e0c\u671b\u7684\u7269\u79cd\u91ca\u653e\uff09<\/span>\uff0c\u4ee5\u53ca\u654f\u611f\u6027\u3001\u901f\u5ea6\u3001\u5236\u5907\u3001\u5f3a\u975e\u7ebf\u6027\u54cd\u5e94\u7684\u7f3a\u4e4f\u7b49\u95ee\u9898\uff0c\u4f7f\u5f97\u7f51\u7edc\u5c42\u4e0e\u5c42\u4e4b\u95f4\u7684\u7ec4\u6210\u53d8\u5f97\u68d8\u624b\uff0c\u540c\u65f6\u5c06\u5206\u5b50\u5206\u7c7b<\/span>\uff08molecular classification\uff09<\/span>\u7b49\u4ef7\u5230\u4e00\u4e2a\u591a\u5c42\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u65e7\u4e0d\u591f\u660e\u786e<\/span>\uff08\u4f8b\u5982\uff0c\u5212\u5206\u6d53\u5ea6\u7a7a\u95f4\u7684\u65f6\u5019\uff0c\u662f\u4e0d\u80fd\u591f\u7ebf\u6027\u5212\u5206\u7684\uff09<\/span>\u3002<\/span><\/section>\n

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\u8fd9\u91cc\uff0c\u4f5c\u8005\u5411\u6211\u4eec\u4ecb\u7ecd\u4e86\u4e00\u79cd\u57fa\u4e8eDNA\u7f16\u7801\u7684\u3001\u5177\u6709\u53ef\u8c03\u6743\u91cd\u548c\u504f\u5dee\u7684\u9176\u50ac\u5316\u795e\u7ecf\u5143\uff0c\u7136\u540e\u5c06\u8fd9\u4e9b\u795e\u7ecf\u5143\u96c6\u6210\u5230\u591a\u5c42\u7ed3\u6784\u7f51\u7edc\u4e2d\u6765\u5bf9\u975e\u7ebf\u6027\u7684\u533a\u57df\u8fdb\u884c\u5206\u7c7b\u3002\u4f5c\u8005\u9996\u5148\u5229\u7528\u795e\u7ecf\u5143\u7684\u654f\u9510\u51b3\u7b56\u88d5\u5ea6<\/span>\uff08sharp decision margin\uff09<\/span>\u6765\u8ba1\u7b9710\u6bd4\u7279\u4ee5\u4e0a\u7684\u5404\u79cd\u51fd\u6570\u3002\u4e4b\u540e\u5c06\u795e\u7ecf\u5143\u7ec4\u6210\u4e00\u4e2a\u4e24\u5c42\u7f51\u7edc\u5e76\u5728\u4e00\u4e2amicroRNA\u8f93\u5165\u4e0a\u5408\u6210\u4e00\u4e2a\u77e9\u5f62\u51fd\u6570\u7684\u53c2\u6570\u65cf\u3002\u6700\u540e\uff0c\u4f5c\u8005\u5c06\u795e\u7ecf\u548c\u903b\u8f91\u8fd0\u7b97\u8fde\u63a5\u5230\u4e00\u4e2a\u6df7\u5408\u7535\u8def\u4e2d\uff0c\u8fd9\u4e2a\u7535\u8def\u4f1a\u6839\u636e\u4e00\u4e2a\u7ec6\u80de\u5c3a\u5ea6\u4e0b\u7684\u6db2\u6ef4\u4e2d\u7684\u51b3\u7b56\u6811\u6765\u9012\u5f52\u5212\u5206\u6d53\u5ea6\u5e73\u9762\u3002\u8fd9\u79cd\u8ba1\u7b97\u80fd\u529b\u548c\u6781\u81f4\u7684\u5c0f\u578b\u5316\u4e3a\u67e5\u8be2\u548c\u7ba1\u7406\u5177\u6709\u590d\u6742\u5185\u5bb9\u7684\u5206\u6790\u7f51\u7edc\u7cfb\u7edf\u5f00\u8f9f\u4e86\u9053\u8def\uff0c\u6bd4\u5982\u6d3b\u4f53\u7ec4\u7ec7\u68c0\u67e5\u6216\u8005DNA\u6570\u636e\u5e93\u3002<\/span><\/section>\n

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\u56fe\uff1a\u57fa\u4e8eDNA\u7f16\u7801\u7684\uff0c\u5177\u6709\u53ef\u8c03\u6743\u91cd\u548c\u504f\u5dee\u7684\u9176\u50ac\u5316\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u793a\u610f\u56fe\u3002(a) \u591a\u5c42\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5bf9\u975e\u7ebf\u6027\u53ef\u5206\u79bb\u533a\u57df\u8fdb\u884c\u7ebf\u6027\u5316\u5206\u7c7b\u3002\uff08b\uff09\u4f5c\u8005\u63d0\u51fa\u7684\u5355\u4e2a\u795e\u7ecf\u5143\u8ba1\u7b97\u5176\u8f93\u5165\u7684\u52a0\u6743\u548c\uff0c\u5e76\u4ea7\u751f\u4e00\u4e2a\u8f93\u51fa\uff0c\u5982\u679c\u603b\u548c\u8d85\u8fc7\u9608\u503cc\uff08\u7ebf\u6027\u5206\u7c7b\uff09\u5219\u5206\u7c7b\u4e3a\u7eff\u8272\u7c7b\u522b\u3002\uff08c\uff09\u795e\u7ecf\u5143\u7684\u5316\u5b66\u7ed3\u6784\u3002\u5f53\u8f93\u5165\u94fe Xi<\/sub>  \u548c Xj<\/sub> \u7684\u52a0\u6743\u6fc0\u6d3b\uff08\u84dd\u8272\u548c\u6a59\u8272\uff09\u514b\u670d\u9608\u503c\u673a\u5236\uff08\u7d2b\u8272\uff09\u65f6\uff0c\u8f93\u51fa\u94fe \u03b1 \u7684\u81ea\u50ac\u5316\u653e\u5927\uff08\u7ea2\u8272\u7bad\u5934\uff09\u88ab\u89e6\u53d1\u3002\uff08d\uff09\u5316\u5b66\u795e\u7ecf\u5143\u7531\u4e09\u79cd\u9176\u9a71\u52a8\uff0c\u4ea7\u751f\uff08\u805a\u5408\u9176\uff09\u3001\u5207\u5272\uff08\u7f3a\u53e3\u9176\uff09\u548c\u964d\u89e3\uff08\u5916\u5207\u9176\uff09DNA\u3002\uff08e\uff09\u9176\u50ac\u5316\u795e\u7ecf\u7f51\u7edc\u7684\u6784\u5efa\u6a21\u5757\u3002\uff08f\uff09\u57fa\u672c\u7ec4\u4ef6\u7684\u5b9e\u9a8c\u9a8c\u8bc1\uff1a\u5355\u4e2a\u8f93\u5165\u7684\u6743\u91cd\u8c03\u6574\uff08\u5de6\uff09\uff0c\u4e24\u4e2a\u8f93\u5165\u7684\u52a0\u6743\u6c42\u548c\uff08\u4e2d\uff09\u548c\u5728 \u03b1 \u4e0a\u5e94\u7528\u9636\u8dc3\u51fd\u6570\uff08\u53f3\uff09<\/span><\/p>\n


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4. \u968f\u673a\u6574\u5408-\u653e\u7535\u7f51\u7edc\u7684\u52a8\u529b\u5b66<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aDynamics of Stochastic Integrate-and-Fire Networks<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPhysical Review X<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/journals.aps.org\/prx\/abstract\/10.1103\/PhysRevX.12.041007<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u4ea7\u751f\u611f\u89c9\u3001\u8fd0\u52a8\u548c\u8ba4\u77e5\u529f\u80fd\u7684\u795e\u7ecf\u52a8\u529b\u5b66\u901a\u5e38\u901a\u8fc7\u795e\u7ecf\u7fa4\u4f53\u6d3b\u52a8\u7684\u573a\u8bba\u6765\u7406\u89e3\u3002\u7ecf\u5178\u7684\u795e\u7ecf\u573a\u7406\u8bba\u6e90\u81ea\u4e2a\u4f53\u795e\u7ecf\u5143\u7684\u9ad8\u5ea6\u7b80\u5316\u6a21\u578b\uff0c\u800c\u751f\u7269\u795e\u7ecf\u5143\u662f\u9ad8\u5ea6\u590d\u6742\u7684\u7ec6\u80de\u3002\u6574\u5408-\u653e\u7535\u6a21\u578b<\/span>\uff08Integrate-and-fire model\uff09<\/span>\u4fdd\u7559\u4e86\u795e\u7ecf\u5143\u6d3b\u52a8\u7684\u4e00\u4e2a\u5173\u952e\u975e\u7ebf\u6027\u7279\u5f81\uff1a\u52a8\u4f5c\u7535\u4f4d\u5c06\u819c\u7535\u4f4d\u8fd4\u56de\u5230\u51e0\u4e4e\u56fa\u5b9a\u7684\u590d\u4f4d\u503c\u3002\u7ecf\u5178\u7684\u795e\u7ecf\u573a\u7406\u8bba\u4e2d\u4e0d\u5b58\u5728\u5cf0\u503c\u540e\u819c\u7535\u538b\u7684\u8fd9\u79cd\u975e\u7ebf\u6027\u91cd\u7f6e\u3002<\/span><\/section>\n

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\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u4e3a\u5177\u6709\u968f\u673a\u5c16\u5cf0\u53d1\u5c04\u7684\u6574\u5408-\u653e\u7535\u795e\u7ecf\u5143\u7f51\u7edc\u5f00\u53d1\u4e86\u4e00\u79cd\u7edf\u8ba1\u573a\u8bba\u3002\u8fd9\u63ed\u793a\u4e86\u8fd9\u4e9b\u7f51\u7edc\u4e2d\u6d3b\u52a8\u7684\u65b0\u5e73\u5747\u573a\u7406\u8bba\uff0c\u5bf9\u5e73\u5747\u573a\u52a8\u6001\u7684\u6ce2\u52a8\u6821\u6b63\uff0c\u4ee5\u53ca\u5bf9\u81ea\u6d3d\u66f4\u65b0\u8fc7\u7a0b\u7684\u6620\u5c04\u3002\u6211\u4eec\u4f7f\u7528\u8fd9\u4e9b\u6765\u7814\u7a76\u819c\u7535\u538b\u7684\u5c16\u5cf0\u9a71\u52a8\u590d\u4f4d\u5bf9\u795e\u7ecf\u7fa4\u4f53\u6d3b\u52a8\u7684\u5f71\u54cd\u3002\u5c16\u5cf0\u590d\u4f4d\u5728\u5e73\u5747\u573a\u819c\u7535\u538b\u52a8\u529b\u5b66\u4e2d\u4ea7\u751f\u4e00\u4e2a\u4e58\u6cd5\u7684\u3001\u4e0e\u901f\u7387\u76f8\u5173\u7684\u6cc4\u6f0f\u9879\u3002\u8fd9\u5bfc\u81f4\u5747\u5300\u548c\u5174\u594b\u6291\u5236\u8109\u51b2\u8026\u5408\u7f51\u7edc\u7684\u5e73\u5747\u573a\u7406\u8bba\u4e2d\u7684\u9759\u6001\u548c\u6d3b\u8dc3\u72b6\u6001\u4e4b\u95f4\u7684\u53cc\u7a33\u6001\u3002\u7531\u4e8e\u4ece\u819c\u7535\u538b\u5230\u5c16\u5cf0\u53d1\u5c04\u7684\u975e\u7ebf\u6027\u6620\u5c04\u548c\u975e\u7ebf\u6027\u590d\u4f4d\uff0c\u6211\u4eec\u53d1\u73b0\u4e86\u5bf9\u5e73\u5747\u573a\u7406\u8bba\u7684\u4e24\u79cd\u6ce2\u52a8\u6821\u6b63\u3002\u8fd9\u4e24\u79cd\u6ce2\u52a8\u6821\u6b63\u53ef\u80fd\u5177\u6709\u7ade\u4e89\u6548\u5e94\uff0c\u5206\u522b\u4fc3\u8fdb\u548c\u6291\u5236\u6d3b\u52a8\u3002\u7136\u540e\uff0c\u6211\u4eec\u68c0\u67e5\u4e86\u5c16\u5cf0\u91cd\u7f6e\u548c\u53cd\u590d\u6291\u5236\u5728\u7a33\u5b9a\u7f51\u7edc\u6d3b\u52a8\u4e2d\u7684\u4f5c\u7528\u3002\u6211\u4eec\u8ba1\u7b97\u4e86\u6291\u5236\u7a33\u5b9a\u7684\u76f8\u56fe\uff0c\u53d1\u73b0\u6291\u5236\u7a33\u5b9a\u72b6\u6001\u53d1\u751f\u5728\u53c2\u6570\u7a7a\u95f4\u7684\u5e7f\u6cdb\u533a\u57df\uff0c\u8fd9\u4e0e\u4e0d\u540c\u5927\u8111\u533a\u57df\u7684\u6291\u5236\u7a33\u5b9a\u5b9e\u9a8c\u62a5\u544a\u4e00\u81f4\u3002\u6ce2\u52a8\u7f29\u5c0f\u4e86\u6291\u5236\u7a33\u5b9a\u7684\u533a\u57df\uff0c\u8fd9\u4e0e\u5b83\u4eec\u901a\u8fc7\u5cf0\u503c\u91cd\u7f6e\u6291\u5236\u6d3b\u52a8\u7684\u4f5c\u7528\u4e00\u81f4\u3002<\/span><\/section>\n

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\u56fe\uff1a\u901a\u8fc7\u8109\u51b2\u91cd\u7f6e\u548c\u975e\u7ebf\u6027\u5f3a\u5ea6\u51fd\u6570\u6ce2\u52a8\u5bf9\u53d1\u5c04\u7387\u7684\u5f71\u54cd\u3002\uff08a\uff09\u968f\u673a LIF \u795e\u7ecf\u5143\uff08\u9876\u90e8\uff0c\u9ed1\u8272\uff09\u548c\u5177\u6709\u7ebf\u6027\u590d\u4f4d\u7684\u795e\u7ecf\u5143\uff08\u5e95\u90e8\uff0c\u84dd\u8272\uff09\u7684\u819c\u7535\u538b\u8f68\u8ff9\u3002\u4e3a\u4e86\u6bd4\u8f83\uff0c\u5728\u8fd9\u4e2a\u9762\u677f\u4e2d\uff0c\u53ea\u6709\u4e24\u4e2a\u795e\u7ecf\u5143\u88ab\u8feb\u5177\u6709\u76f8\u540c\u7684\u5c16\u5cf0\u65f6\u95f4\u3002\uff08b\uff09\u4e09\u79cd\u6a21\u578b\u7684\u53d1\u5c04\u7387\u4e0e\u9759\u606f\u7535\u538b E \u7684\u5173\u7cfb\u3002\u9ed1\u8272\uff1a\u5177\u6709\u9608\u503c\u7ebf\u6027\u5f3a\u5ea6\u51fd\u6570 f(v)=\u230av\u22121\u230b+ \u7684\u968f\u673a LIF \u795e\u7ecf\u5143\u3002\u84dd\u8272\uff1a\u5177\u6709\u5339\u914d\u5f3a\u5ea6\u51fd\u6570 fL(v)=f(v) \u7684\u7ebf\u6027\u91cd\u7f6e\u6a21\u578b\u3002\u6a59\u8272\uff1a\u5177\u6709\u5339\u914d\u7684\u5e73\u5747\u573a\u819c\u7535\u538b fM(v)=vf(v) \u7684\u7ebf\u6027\u91cd\u7f6e\u6a21\u578b\u3002\u70b9\uff1a\u6a21\u62df\u3002\u5b9e\u66f2\u7ebf\uff1a\u5e73\u5747\u573a\u9884\u6d4b\u3002\uff08c\uff09\u6ce2\u52a8\u5bf9\u968f\u673a LIF \u795e\u7ecf\u5143\u653e\u7535\u7387\u7684\u5f71\u54cd\u3002\u865a\u7ebf\uff1a\u5e73\u5747\u573a\u9884\u6d4b\u3002\u865a\u7ebf\uff1a\u81ea\u6d3d\u5355\u5faa\u73af\u9884\u6d4b\uff0c\u89e3\u91ca\u4e86\u9884\u671f\u7535\u538b\u548c\u901f\u7387\u5468\u56f4\u7684\u9ad8\u65af\u6ce2\u52a8\u3002\u56fa\u4f53\uff1a\u6765\u81ea\u65b9\u7a0b\u5f0f\u7684\u7cbe\u786e\u66f4\u65b0\u7406\u8bba\u9884\u6d4b\u3002\uff08d\uff09\u4e09\u79cd\u6a21\u578b\u7684\u5355\u73af\u548c\u5e73\u5747\u573a\u7387\u4e4b\u95f4\u7684\u5dee\u5f02\u3002<\/span><\/p>\n


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5. \u793e\u4f1a\u6295\u8d44\u7ec4\u5408\u4e2d\u7684\u5173\u7cfb\u591a\u6837\u6027<\/strong><\/p>\n

\u9884\u793a\u7740\u5e78\u798f\u611f<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aRelational diversity in social portfolios predicts well-being<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2120668119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u8fd9\u7bc7\u6587\u7ae0\u8bb0\u5f55\u4e86\u4e00\u4e2a\u4eba\u7684\u793e\u4f1a\u7ec4\u5408\u7684\u5173\u7cfb\u591a\u6837\u6027\u2014\u2014\u4e00\u4e2a\u4eba\u7684\u793e\u4f1a\u4ea4\u5f80\u4e2d\u5173\u7cfb\u7c7b\u578b\u7684\u4e30\u5bcc\u6027\u548c\u5747\u5300\u6027\u2014\u2014\u4e0e\u5e78\u798f\u611f\u4e4b\u95f4\u7684\u8054\u7cfb\u3002\u5728\u56db\u4e2a\u4e0d\u540c\u7684\u6837\u672c\u4e2d\uff0c\u5b8c\u6210\u9884\u6ce8\u518c\u8c03\u67e5\u7684\u7f8e\u56fd\u53d7\u8bbf\u8005\uff08n = 578\uff09\u3001\u7f8e\u56fd\u65f6\u95f4\u4f7f\u7528\u8c03\u67e5\u7684\u53d7\u8bbf\u8005\uff08n = 19197\uff09\u3001\u4e16\u754c\u536b\u751f\u7ec4\u7ec7\u5168\u7403\u8001\u9f84\u5316\u548c\u6210\u4eba\u5065\u5eb7\u7814\u7a76\u7684\u53d7\u8bbf\u8005\uff08n = 10447\uff09\uff0c\u548c\u6cd5\u56fd\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f\u7684\u7528\u6237\uff08n = 21,644\uff09\uff0c\u89c4\u683c\u66f2\u7ebf\u5206\u6790\u8868\u660e\uff0c\u793e\u4f1a\u7ec4\u5408\u591a\u6837\u6027\u548c\u5e78\u798f\u611f\u4e4b\u95f4\u7684\u6b63\u5411\u5173\u7cfb\u5728\u4e0d\u540c\u7684\u5e78\u798f\u611f\u6307\u6807\u3001\u4e0d\u540c\u7684\u5173\u7cfb\u7c7b\u578b\u5206\u7c7b\u4ee5\u53ca\u5305\u542b\u5e7f\u6cdb\u7684\u534f\u53d8\u91cf\u65f6\u90fd\u662f\u7a33\u5065\u7684\u3002\u9664\u4e86\u4eba\u4eec\u7684\u793e\u4f1a\u4ea4\u5f80\u603b\u91cf\u548c\u4ed6\u4eec\u6240\u4ece\u4e8b\u7684\u6d3b\u52a8\u7684\u591a\u6837\u6027\u4e4b\u5916\uff0c\u4ed6\u4eec\u7684\u793e\u4f1a\u7ec4\u5408\u7684\u5173\u7cfb\u591a\u6837\u6027\u662f\u4e00\u4e2a\u72ec\u7279\u7684\u9884\u6d4b\u5e78\u798f\u7684\u56e0\u7d20\uff0c\u5728\u4e2a\u4eba\u4e4b\u95f4\u548c\u4e2a\u4eba\u5185\u90e8\u90fd\u662f\u5982\u6b64\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

\u56fe\uff1a\u4ee3\u8868\u5178\u578b\u53d7\u8bbf\u8005\u4f4e\u548c\u9ad8\u7684\u793a\u610f\u56fe\uff0c\u793e\u4ea4\u4e92\u52a8\u6c34\u5e73\uff08\u4f4e\u4e8e\u6837\u672c\u5e73\u5747\u503c\u4e00\u4e2a\u6807\u51c6\u5dee\u4e0e\u9ad8\u4e8e\u6837\u672c\u5e73\u5747\u503c\uff1a\u4f4e = 36%\uff0c\u9ad8 = 79%\uff09\u548c\u793e\u4f1a\u6295\u8d44\u7ec4\u5408\u591a\u6837\u6027\u6c34\u5e73\uff08\u4f4e\u4e8e\u6837\u672c\u5e73\u5747\u503c\u4e00\u4e2a\u6807\u51c6\u5dee\u4e0e\u9ad8\u4e8e\u6837\u672c\u5e73\u5747\u503c:  Hlow<\/sub>  = 0.78,  Hhigh<\/sub>  = 1.71) \u5728\u6cd5\u56fd\u7ecf\u9a8c\u62bd\u6837\u6570\u636e\u96c6\u4e2d\u3002<\/span><\/p>\n


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6. \u795e\u7ecf\u8868\u5f81\u51e0\u4f55\u5b66<\/strong><\/p>\n

\u662f\u5c11\u955c\u5934\u6982\u5ff5\u5b66\u4e60\u7684\u57fa\u7840<\/strong>
<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aNeural representational geometry underlies few-shot concept learning<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2200800119<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


<\/p>\n

\u5982\u4f55\u4ece\u4e00\u4e2a\u6216\u51e0\u4e2a\u611f\u5b98\u7ecf\u9a8c\u4e2d\u5b66\u4e60\u65b0\u6982\u5ff5\uff0c\u662f\u7406\u89e3\u4eba\u7c7b\u5353\u8d8a\u7684\u8ba4\u77e5\u80fd\u529b\u7684\u795e\u7ecf\u57fa\u7840\u7684\u4e00\u4e2a\u57fa\u672c\u95ee\u9898\u3002\u5bf9\u81ea\u7136\u6982\u5ff5\u7684\u5c11\u955c\u5934\u5b66\u4e60\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u3001\u751f\u7269\u5408\u7406\u7684\u3001\u6570\u5b66\u6613\u5904\u7406\u7684\u3001\u8ba1\u7b97\u80fd\u529b\u5f3a\u5927\u7684\u795e\u7ecf\u673a\u5236\u3002\u6211\u4eec\u5047\u8bbe\u53ef\u4ee5\u4ece\u5c11\u6570\u4f8b\u5b50\u4e2d\u5b66\u4e60\u5230\u7684\u6982\u5ff5\uff0c\u662f\u7531\u9ad8\u9636\u611f\u89c9\u533a\u57df\u7684\u795e\u7ecf\u653e\u7535\u901f\u7387\u7a7a\u95f4\u4e2d\u7684\u4e25\u683c\u9650\u5236\u6d41\u5f62\u6240\u5b9a\u4e49\u7684\u3002\u6211\u4eec\u8fdb\u4e00\u6b65\u5047\u8bbe\uff0c\u4e00\u4e2a\u5355\u4e00\u7684\u53ef\u5851\u4e0b\u6e38\u795e\u7ecf\u5143\u53ef\u57fa\u4e8e\u51e0\u4e2a\u4f8b\u5b50\u4f7f\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u53ef\u5851\u6027\u89c4\u5219\u5b66\u4e60\u5230\u5982\u4f55\u533a\u5206\u6982\u5ff5\u3002\u6211\u4eec\u8bc1\u660e\u4e86\u6211\u4eec\u7684\u63d0\u8bae\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u8868\u660e\u5b83\u53ef\u4ee5\u5b9e\u73b0\u4f7f\u7528\u7315\u7334\u4e0b\u989e\u53f6\u76ae\u5c42\u8868\u793a\u548c\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc<\/span>\uff08DNN\uff09<\/span>\u6a21\u578b\uff0c\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u7684\u81ea\u7136\u89c6\u89c9\u6982\u5ff5\u7684\u5c11\u955c\u5934\u51c6\u786e\u5b66\u4e60\uff0c\u751a\u81f3\u53ef\u4ee5\u53ea\u901a\u8fc7\u8bed\u8a00\u63cf\u8ff0\u7b26\uff0c\u5b66\u4e60\u65b0\u7684\u89c6\u89c9\u6982\u5ff5\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u6b64\u5916\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u5c11\u955c\u5934\u5b66\u4e60\u7684\u6570\u5b66\u7406\u8bba\uff0c\u901a\u8fc7\u63cf\u8ff0\u795e\u7ecf\u8868\u5f81\u7684\u51e0\u4e2a\u57fa\u672c\u548c\u53ef\u6d4b\u91cf\u7684\u51e0\u4f55\u7279\u6027\uff0c\u5c06\u795e\u7ecf\u751f\u7406\u5b66\u4e0e\u884c\u4e3a\u7ed3\u679c\u7684\u9884\u6d4b\u8054\u7cfb\u8d77\u6765\uff0c\u8fd9\u4e9b\u795e\u7ecf\u8868\u5f81\u53ef\u4ee5\u51c6\u786e\u5730\u9884\u6d4b\u6240\u6709\u6570\u503c\u6a21\u62df\u4e2d\u81ea\u7136\u6982\u5ff5\u7684\u5c11\u955c\u5934\u5b66\u4e60\u8868\u73b0\u3002\u4f8b\u5982\uff0c\u8fd9\u4e2a\u7406\u8bba\u63ed\u793a\u4e86\u9ad8\u7ef4\u6d41\u5f62\u589e\u5f3a\u4e86\u4ece\u5c11\u6570\u4f8b\u5b50\u4e2d\u5b66\u4e60\u65b0\u6982\u5ff5\u7684\u80fd\u529b\u3002\u6709\u8da3\u7684\u662f\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\u5728\u7075\u957f\u7c7b\u52a8\u7269\u7684\u89c6\u89c9\u901a\u8def\u548c\u8bad\u7ec3\u6709\u7d20\u7684 DNN \u4e4b\u95f4\u6d41\u5f62\u7684\u51e0\u4f55\u5f62\u72b6\u660e\u663e\u7684\u4e0d\u5339\u914d\u3002\u6211\u4eec\u8ba8\u8bba\u57fa\u4e8e\u8be5\u7406\u8bba\u7684\u5fc3\u7406\u7269\u7406\u5b66<\/span>\uff08psychophysics\uff09<\/span>\u548c\u795e\u7ecf\u751f\u7406\u5b66\u5b9e\u9a8c\u7406\u8bba\u7684\u53ef\u6d4b\u8bd5\u7684\u9884\u6d4b\u3002<\/span><\/section>\n

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\u56fe\uff1a\uff08A\uff09\u56db\u955c\u5934\u5b66\u4e60\u4efb\u52a1\u793a\u4f8b\uff1a\u5206\u522b\u7ed9\u51fa\u56db\u4e2a\u8bad\u7ec3\u5b9e\u4f8b\uff0c\u7070\u8272\u65b9\u6846\u4e2d\u7684\u6d4b\u8bd5\u56fe\u50cf\u662f\u5426\u5305\u542b\u4e00\u4e2a\u201ccoati\u201d(\u84dd\u8272)\u6216\u8005\u4e00\u4e2a\u201cnumbat\u201d(\u7eff\u8272) \uff1f\uff08B\uff09\u5c06\u6bcf\u4e2a\u8bad\u7ec3\u5b9e\u4f8b\u5448\u73b0\u7ed9\u8179\u4fa7\u89c6\u89c9\u901a\u8def\uff08ventral visual pathway\uff09<\/em>(\u4e0a\u90e8) \uff0c\u7531\u8bad\u7ec3\u540e\u7684 DNN\uff08\u4e0b\u90e8\uff09\u5efa\u6a21\uff0c\u5f15\u53d1\u7279\u5f81\u5c42\u4e2d IT \u6837\u795e\u7ecf\u5143\u7684\u6d3b\u52a8\u6a21\u5f0f\u3002\u6211\u4eec\u5c06\u6982\u5ff5\u5b66\u4e60\u5efa\u6a21\u4e3a\u5b66\u4e60\u4e00\u4e2a\u7ebf\u6027\u5206\u5272\u7ebf w \u6765\u5bf9\u8fd9\u4e9b\u6d3b\u52a8\u6a21\u5f0f\u8fdb\u884c\u5206\u7c7b\uff0c\u8fd9\u4e9b\u6d3b\u52a8\u6a21\u5f0f\u53ef\u4ee5\u88ab\u8ba4\u4e3a\u662f\u9ad8\u7ef4\u6d3b\u52a8\u7a7a\u95f4\uff08\u5f00\u653e\u5706\u5708\uff0c\u53f3\uff09\u4e2d\u7684\u70b9\u3002\u5728\u539f\u578b\u5b66\u4e60\uff08prototype learning<\/em>\uff09\u7684\u60c5\u51b5\u4e0b\uff0c\u6d3b\u52a8\u6a21\u5f0f\u88ab\u5e73\u5747\u5230\u539f\u578b xa<\/sup>\uff0cxb<\/sup> (\u586b\u5145\u5706\u5708)\u4e2d\uff0cw \u88ab\u6307\u5411\u539f\u578b w = xa<\/sup>-xb<\/sup> \u4e4b\u95f4\u7684\u5dee\u5f02\uff0c\u901a\u8fc7\u5b83\u4eec\u7684\u4e2d\u70b9\u3002\u4e3a\u4e86\u8bc4\u4f30\u6cdb\u5316\u7cbe\u5ea6\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u6d4b\u8bd5\u56fe\u50cf\uff0c\u5e76\u786e\u5b9a\u5176\u795e\u7ecf\u8868\u793a(\u7070\u8272\u5f00\u73af)\u662f\u5426\u6b63\u786e\u5206\u7c7b\u3002\uff08C\uff09\u6765\u81ea ImageNet21k \u6570\u636e\u96c6\uff08\u6a59\u8272\uff09\u7684 1000 \u00d7 999 \u5bf9\u65b0\u89c6\u89c9\u6982\u5ff5\u7684\u6982\u62ec\u7cbe\u5ea6\u975e\u5e38\u9ad8\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5f53\u4f7f\u7528\u968f\u673a\u521d\u59cb\u5316\u7684 DNN \uff08\u84dd\u8272\uff09\u6216\u5728\u8f93\u5165\u56fe\u50cf\uff08\u7070\u8272\uff09\u7684\u50cf\u7d20\u7a7a\u95f4\u5b66\u4e60\u7ebf\u6027\u5206\u7c7b\u5668\u65f6\uff0c\u6d4b\u8bd5\u7684\u51c6\u786e\u6027\u8f83\u5dee\u3002<\/span><\/p>\n


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<\/strong><\/p>\n

7. \u901a\u8fc7\u7d2f\u79ef\u4e92\u60e0\u5b9e\u73b0\u5408\u4f5c\u7684\u6f14\u5316<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aEvolution of cooperation through cumulative reciprocity<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Computational Science<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s43588-022-00334-w<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


<\/p>\n

\u4e92\u60e0\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u5408\u4f5c\u539f\u5219\uff0c\u5b83\u89e3\u91ca\u4e86\u4eba\u7c7b\u5982\u4f55\u5bfb\u6c42\u548c\u63a5\u53d7\u5f7c\u6b64\u5e2e\u52a9\u7684\u8bb8\u591a\u6a21\u5f0f\u3002\u4e3a\u4e86\u6355\u6349\u4e92\u60e0\uff0c\u4f20\u7edf\u6a21\u578b\u901a\u5e38\u5047\u8bbe\u4e2a\u4eba\u4f7f\u7528\u8bb0\u5fc6\u53d7\u9650\u7684\u7b80\u5355\u7b56\u7565\u3002\u8fd9\u4e9b\u8bb0\u5fc6-1 <\/span>\uff08memory-1\uff09<\/span>\u7b56\u7565\u5728\u6570\u5b66\u4e0a\u5f88\u65b9\u4fbf\uff0c\u4f46\u5b83\u4eec\u5ffd\u7565\u4e86\u4eba\u7c7b\u4e92\u60e0\u7684\u91cd\u8981\u65b9\u9762\uff0c\u5373\u80cc\u53db\u4f1a\u4ea7\u751f\u6301\u4e45\u7684\u5f71\u54cd\u3002<\/span><\/section>\n

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\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u7d2f\u79ef\u4e92\u60e0\u7684\u7b56\u7565\u3002\u7d2f\u79ef\u4e92\u60e0\u8005\u8ba1\u7b97\u4ed6\u4eec\u4e4b\u524d\u4e0e\u5bf9\u624b\u4e92\u52a8\u4e2d\u7684\u5408\u4f5c\u4e0d\u5e73\u8861\u3002\u53ea\u8981\u8fd9\u79cd\u4e0d\u5e73\u8861\u8db3\u591f\u5c0f\uff0c\u4ed6\u4eec\u5c31\u4f1a\u5408\u4f5c\u3002\u4f7f\u7528\u5206\u6790\u548c\u8ba1\u7b97\u65b9\u6cd5\uff0c\u6211\u4eec\u8868\u660e\u8be5\u7b56\u7565\u53ef\u4ee5\u5728\u5b58\u5728\u9519\u8bef\u7684\u60c5\u51b5\u4e0b\u7ef4\u6301\u5408\u4f5c\uff0c\u5b83\u53ef\u4ee5\u5f3a\u5236\u6267\u884c\u516c\u5e73\u7684\u7ed3\u679c\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u6076\u52a3\u7684\u73af\u5883\u4e2d\u53d1\u5c55\u3002\u901a\u8fc7\u7ecf\u6d4e\u5b9e\u9a8c\uff0c\u6211\u4eec\u8bc1\u5b9e\u7d2f\u79ef\u4e92\u60e0\u6bd4\u51e0\u79cd\u7ecf\u5178\u7b56\u7565\u66f4\u80fd\u9884\u6d4b\u4eba\u7c7b\u884c\u4e3a\u3002\u7d2f\u79ef\u4e92\u60e0\u7684\u57fa\u672c\u539f\u5219\u662f\u591a\u6837\u7684\uff0c\u53ef\u4ee5\u6269\u5c55\u5230\u4e00\u7cfb\u5217\u793e\u4f1a\u56f0\u5883\u3002<\/span><\/section>\n

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\u56fe\uff1a\u53cd\u590d\u56da\u5f92\u535a\u5f08\u56f0\u5883\u4e2d\u7684\u7d2f\u79ef\u4e92\u60e0\uff08CURE\uff09\u3002\uff08a\uff09 \u56da\u5f92\u56f0\u5883\u535a\u5f08\u7684\u6536\u76ca\u77e9\u9635\u3002\uff08b\uff09\u5f53\u53d8\u8282\u5dee\u5f02\u7edf\u8ba1\u91cf d(k) \u8d85\u8fc7\u5bb9\u5fcd\u9608\u503c\uff08\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u0394=2\uff09\u65f6\uff0cCURE\u4f1a\u51fa\u73b0\u7f3a\u9677\u3002\uff08c\uff09\u5f53\u4e24\u4e2a TFT \u73a9\u5bb6\u76f8\u9047\uff0c\u5176\u4e2d\u4e00\u4e2a\u73a9\u5bb6\u72af\u9519\u65f6\uff0c\u5408\u4f5c\u5c31\u4f1a\u4e2d\u65ad\u3002\u5f53\u4e24\u4e2a CURE \u73a9\u5bb6\u76f8\u9047\u65f6\uff0c\u5373\u4f7f\u6709\u4e00\u4e2a\u73a9\u5bb6\u5728\u5176\u4e2d\u4e09\u4e2a\u56de\u5408\u4e2d\u9519\u8bef\u5730\u51fa\u73b0\u7f3a\u9677\uff0c\u5408\u4f5c\u4e5f\u662f\u7a33\u5065\u7684\uff08\u0394=2\uff09\u3002\u84dd\u5708\u8868\u793a\u9519\u8bef\u7684\u53d1\u751f\uff0c\u7ea2\u5b57\u8868\u793a\u7531\u9519\u8bef\u5f15\u8d77\u7684\u53db\u9003\u3002<\/span><\/p>\n


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8. \u5982\u4f55\u7528\u6587\u672c\u8fdb\u884c\u56e0\u679c\u63a8\u65ad<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8bba\u6587\u9898\u76ee\uff1aHow to make causal inferences using texts<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aScience Advances<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.science.org\/doi\/10.1126\/sciadv.abg2652<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u6587\u672c\u4f5c\u4e3a\u6570\u636e\u6280\u672f\u63d0\u4f9b\u4e86\u5de8\u5927\u7684\u5e0c\u671b\uff1a\u80fd\u591f\u4ece\u6536\u96c6\u7684\u5927\u91cf\u6587\u672c\u4e2d\u5f52\u7eb3\u53d1\u73b0\u5bf9\u793e\u4f1a\u79d1\u5b66\u7684\u7406\u8bba\u7814\u7a76\u6709\u7528\u7684\u63aa\u65bd\u3002\u51e0\u4e4e\u6240\u6709\u57fa\u4e8e\u6587\u672c\u7684\u56e0\u679c\u63a8\u7406\u90fd\u4f9d\u8d56\u4e8e\u6587\u672c\u7684\u6f5c\u5728\u8868\u5f81\uff0c\u4f46\u6211\u4eec\u8868\u660e\uff0c\u4ece\u6570\u636e\u4e2d\u4f30\u8ba1\u8fd9\u79cd\u6f5c\u5728\u8868\u5f81\u4f1a\u4ea7\u751f\u672a\u88ab\u8ba4\u8bc6\u5230\u7684\u98ce\u9669\uff1a\u53ef\u80fd\u4f1a\u5f15\u5165\u8bc6\u522b\u95ee\u9898\u6216\u8fc7\u62df\u5408\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u98ce\u9669\uff0c\u6211\u4eec\u5f15\u5165\u4e00\u4e2a\u5206\u79bb\u6837\u672c\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u7528\u5df2\u53d1\u73b0\u7684\u63aa\u65bd\u4f5c\u4e3a\u5e72\u9884\u6216\u7ed3\u679c\u8fdb\u884c\u4e25\u683c\u7684\u56e0\u679c\u63a8\u65ad\u3002\u7136\u540e\uff0c\u6211\u4eec\u5e94\u7528\u5b83\u6765\u4f30\u8ba1\u4e00\u4e2a\u79fb\u6c11\u6001\u5ea6\u5b9e\u9a8c\u548c\u4e00\u9879\u5b98\u50da\u53cd\u5e94\u7814\u7a76\u4e2d\u7684\u56e0\u679c\u6548\u5e94\u3002<\/span><\/section>\n

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\u56fe\uff1a\u57fa\u4e8e\u6587\u672c\u7684\u5bf9\u6f5c\u5728\u5e72\u9884\u548c\u7ed3\u679c\u8fdb\u884c\u56e0\u679c\u63a8\u65ad\u7684\u6d41\u7a0b\u56fe<\/span><\/section>\n

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\u5173\u4e8eComplexity Express<\/strong><\/strong><\/p>\n<\/section>\n

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<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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Complex World, Simple Rules.<\/span><\/section>\n
\u590d\u6742\u4e16\u754c\uff0c\u7b80\u5355\u89c4\u5219\u3002<\/section>\n<\/blockquote>\n
\u7531\u4e8e\u5b66\u79d1\u4ea4\u53c9\u878d\u5408\uff0c\u5927\u91cf\u9488\u5bf9\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u6210\u679c\u6563\u843d\u5728\u4eba\u5de5\u667a\u80fd\u3001\u7edf\u8ba1\u7269\u7406\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u6570\u636e\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u751f\u547d\u79d1\u5b66\u3001\u8ba4\u77e5\u79d1\u5b66\u7b49\u7b49\u4e0d\u540c\u9886\u57df\u7684\u671f\u520a\u4f1a\u8bae\u4e2d\uff0c\u7f3a\u4e4f\u6574\u5408\u3002<\/span><\/section>\n

 <\/span><\/strong><\/p>\n

\u4e3a\u4e86\u8ba9\u5927\u5bb6\u80fd\u53ca\u65f6\u628a\u63e1\u590d\u6742\u7cfb\u7edf\u9886\u57df\u91cd\u8981\u7684\u7814\u7a76\u8fdb\u5c55\uff0c\u6211\u4eec\u9686\u91cd\u63a8\u51fa\u300cComplexity Express\u300d\u670d\u52a1\uff0c\u6c47\u603b\u590d\u6742\u7cfb\u7edf\u76f8\u5173\u7684\u6700\u65b0\u9876\u520a\u8bba\u6587\u3002<\/span><\/strong><\/p>\n

 <\/span><\/section>\n

\n
Complexity Express \u662f\u4ec0\u4e48\uff1f<\/span><\/strong><\/span><\/section>\n

<\/section>\n<\/h4>\n
Complexity Express \u6bcf\u5929\u722c\u53d6\u590d\u6742\u7cfb\u7edf\u9886\u57df\u6700\u65b0\u53d1\u8868\u7684\u9876\u520a\u8bba\u6587\uff0c\u6bcf\u5468\u901a\u8fc7\u201c\u6211\u7684\u96c6\u667a\u201d\u670d\u52a1\u53f7\u6c47\u603b\u63a8\u9001\u3002<\/span><\/section>\n
 <\/span><\/section>\n
\u8fdb\u5165 Complexity Express \u9875\u9762\u5373\u53ef\u968f\u65f6\u67e5\u770b\u9876\u520a\u8bba\u6587\u66f4\u65b0\uff0c\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5fae\u4fe1\u63a5\u6536\u7814\u7a76\u66f4\u65b0\u63a8\u9001\u548c\u4e00\u5468\u6c47\u603b\u3002<\/span><\/section>\n

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       <\/span>       <\/span> <\/section>\n

\n

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Complexity Express \u4e3a\u8c01\u670d\u52a1\uff1f<\/span><\/strong><\/span><\/section>\n

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    \n
  • \n

    \u5982\u679c\u4f60\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u7814\u7a76\u8005\uff0c\u53ef\u83b7\u5f97\u91cd\u8981\u8bba\u6587\u4e0a\u7ebf\u901a\u77e5\uff0c\u6bcf\u5468\u83b7\u53d6\u6700\u65b0\u9876\u520a\u8bba\u6587\u6c47\u603b\u3002<\/p>\n<\/li>\n

  • \n

    \u5982\u679c\u4f60\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u5b66\u4e60\u8005\uff0c\u53ef\u4e86\u89e3\u5b66\u754c\u5173\u6ce8\u7684\u524d\u6cbf\u95ee\u9898\uff0c\u628a\u63e1\u4e13\u4e1a\u53d1\u5c55\u8109\u7edc\u3002<\/p>\n<\/li>\n

  • \n

    \u5982\u679c\u4f60\u662f\u4f20\u7edf\u7684\u751f\u547d\u79d1\u5b66\u3001\u793e\u4f1a\u79d1\u5b66\u7b49\u5b66\u79d1\u4e2d\u7684\u7814\u7a76\u8005\/\u5b66\u4e60\u8005\uff0c\u53ef\u4ee5\u4ece\u590d\u6742\u79d1\u5b66\u548c\u8de8\u5b66\u79d1\u7814\u7a76\u4e2d\u83b7\u5f97\u7075\u611f\u542f\u53d1\u3002<\/p>\n<\/li>\n

  • \n
    \u5982\u679c\u4f60\u662f\u5173\u6ce8\u524d\u6cbf\u7814\u7a76\u53d1\u73b0\u7684\u77e5\u8bc6\u730e\u624b\uff0c\u53ef\u83b7\u5f97\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u5bf9\u81ea\u7136\u548c\u4eba\u7c7b\u4e16\u754c\u7684\u6700\u65b0\u6d1e\u89c1\u3002<\/section>\n<\/li>\n<\/ul>\n

    <\/span><\/section>\n

    Complexity Express \u680f\u76ee\u4e5f\u662f\u96c6\u667a\u4ff1\u4e50\u90e8\u516c\u4f17\u53f7\u7684\u4e3b\u8981\u9009\u9898\u6765\u6e90\uff0c\u8bda\u631a\u9080\u8bf7\u4f60\u8ba2\u9605\uff0c\u4e0e\u6211\u4eec\u4fe1\u606f\u540c\u6b65\u3002<\/span><\/section>\n
     <\/span><\/section>\n

    \n
    Complexity Express \u8bba\u6587\u4ece\u54ea\u91cc\u6765\uff1f<\/span><\/strong><\/span><\/section>\n

    <\/section>\n<\/h4>\n
    \u8003\u8651\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u5f80\u5f80\u5c5e\u4e8e\u8de8\u5b66\u79d1\u5de5\u4f5c\uff0c\u6211\u4eec\u4e3b\u8981\u6293\u53d6\u7efc\u5408\u7c7b\u548c\u6cdb\u7269\u7406\u7c7b\/\u8ba1\u7b97\u673a\u7c7b\u7684\u9876\u7ea7\u671f\u520a\uff0c\u4ece\u6bcf\u5468\u65b0\u53d1\u8868\u7684\u6570\u767e\u7bc7\u8bba\u6587\u4e2d\u7cbe\u9009\u51fa\u4e0e\u590d\u6742\u7cfb\u7edf\u76f8\u5173\u7684\u8bba\u6587\u3002<\/span><\/section>\n
     <\/span><\/section>\n
    Complexity Express \u53c2\u8003\u5f71\u54cd\u56e0\u5b50\u548c\u5b66\u8005\u53e3\u7891\uff0c\u9009\u62e9\u4e86\u5982\u4e0b\u671f\u520a\uff0c\u6bcf\u65e5\u722c\u53d6\u5176\u8bba\u6587\u66f4\u65b0\uff1a<\/span><\/section>\n
      \n
    • \n

      Nature<\/em><\/p>\n<\/li>\n

    • \n

      Science<\/em><\/p>\n<\/li>\n

    • \n

      PNAS<\/em><\/p>\n<\/li>\n

    • \n

      Nature Communications<\/em><\/p>\n<\/li>\n

    • \n

      Science Advances<\/em><\/p>\n<\/li>\n

    • \n

      Physics Reports<\/em><\/p>\n<\/li>\n

    • \n

      Physical Review Letters<\/em><\/p>\n<\/li>\n

    • \n

      Physical Review X<\/em><\/p>\n<\/li>\n

    • \n

      Nature Physics<\/em><\/p>\n<\/li>\n

    • \n

      Nature Human Behaviour<\/em><\/p>\n<\/li>\n

    • \n

      Nature Machine Intelligence<\/em><\/p>\n<\/li>\n

    • \n
      Review of Modern Physics<\/em><\/section>\n<\/li>\n
    • \n
      Nature Review Physics<\/em><\/section>\n<\/li>\n
    • \n
      Nature Computational Science<\/em><\/section>\n<\/li>\n
    • \n
      National Science Review<\/em><\/section>\n<\/li>\n
    • \n
      \u66f4\u591a\u671f\u520a\u6301\u7eed\u589e\u8865\u4e2d\uff0c\u6b22\u8fce\u63a8\u8350\u4f60\u8ba4\u4e3a\u91cd\u8981\u7684\u671f\u520a\uff01<\/section>\n<\/li>\n<\/ul>\n
       <\/span><\/section>\n
      \u5982\u679c\u4f60\u5728 Complexity Express \u4e2d\u53d1\u73b0\u4e86\u611f\u5174\u8da3\u7684\u8bba\u6587\uff0c\u8bf7\u7acb\u523b\u201c\u70b9\u8d5e\u201d\uff01\u6bcf\u5468\u6700\u9ad8\u8d5e\u7684\u8bba\u6587\uff0c\u96c6\u667a\u7f16\u8f91\u90e8\u5c06\u7ec4\u7ec7\u4e13\u4e1a\u89e3\u8bfb~<\/span><\/strong><\/section>\n
       <\/span><\/section>\n

      \n
      Complexity Express \u8ffd\u8e2a\u54ea\u4e9b\u9886\u57df\uff1f<\/span><\/strong><\/section>\n

      <\/section>\n<\/h4>\n
      \u6211\u4eec\u529b\u6c42\u517c\u987e\u70ed\u70b9\u8ffd\u8e2a\u4e0e\u9886\u57df\u8986\u76d6\uff0c\u76ee\u524d\u7b5b\u9009\u7684\u8bba\u6587\u4e3b\u8981\u96c6\u4e2d\u5728\u5982\u4e0b\u4e0e\u590d\u6742\u6027\u5173\u7cfb\u5bc6\u5207\u7684\u9886\u57df\uff1a<\/span><\/section>\n
        \n
      • \n
        \u590d\u6742\u7cfb\u7edf\u57fa\u672c\u7406\u8bba<\/span><\/section>\n<\/li>\n
      • \n
        \u590d\u6742\u7f51\u7edc\u65b9\u6cd5\u53ca\u5e94\u7528<\/span><\/section>\n<\/li>\n
      • \n
        \u56fe\u7f51\u7edc\u4e0e\u6df1\u5ea6\u5b66\u4e60<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u673a\u5efa\u6a21\u4e0e\u4eff\u771f<\/span><\/section>\n<\/li>\n
      • \n
        \u7edf\u8ba1\u7269\u7406\u4e0e\u590d\u6742\u7cfb\u7edf<\/span><\/section>\n<\/li>\n
      • \n
        \u91cf\u5b50\u8ba1\u7b97\u4e0e\u91cf\u5b50\u4fe1\u606f<\/span><\/section>\n<\/li>\n
      • \n
        \u751f\u6001\u7cfb\u7edf\u3001\u8fdb\u5316\u3001\u751f\u7269\u7269\u7406\u7b49<\/span><\/section>\n<\/li>\n
      • \n
        \u7cfb\u7edf\u751f\u7269\u5b66\u4e0e\u5408\u6210\u751f\u7269\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u4e0e\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u4e0e\u793e\u4f1a\u7ecf\u6d4e\u590d\u6742\u7cfb\u7edf<\/span><\/section>\n<\/li>\n
      • \n
        \u57ce\u5e02\u79d1\u5b66\u4e0e\u4eba\u7c7b\u884c\u4e3a<\/span><\/section>\n<\/li>\n
      • \n
        \u79d1\u5b66\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u6d41\u884c\u75c5\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u4ee5\u53ca\u4e00\u4e9b\u9886\u57df\u5c0f\u4f17\uff0c\u4f46\u6709\u8da3\u7684\u5de5\u4f5c<\/section>\n<\/li>\n<\/ul>\n
         <\/span><\/section>\n
        \u7531\u4e8e\u590d\u6742\u6027\u7814\u7a76\u9886\u57df\u6a2a\u8de8\u591a\u4e2a\u5b66\u79d1\uff0c\u7814\u7a76\u8bba\u6587\u6563\u843d\u5728\u4e0d\u540c\u7684\u671f\u520a\u4e0a\uff0c\u5f88\u96be\u4e0d\u91cd\u4e0d\u6f0f\u5730\u628a\u63e1\u6700\u65b0\u5de5\u4f5c\u3002\u9488\u5bf9\u590d\u6742\u6027\u9886\u57df\u7684\u8bba\u6587\u7b5b\u9009\uff0c\u6211\u4eec\u4e13\u95e8\u8bbe\u8ba1\u4e86\u7b97\u6cd5\u3002\u7ecf\u8fc7\u6570\u6708\u7684\u8bad\u7ec3\u8fed\u4ee3\u4f18\u5316\uff0c\u76ee\u524d\u5bf9\u4e0a\u8ff0\u9886\u57df\u722c\u53d6\u51c6\u786e\u7387\u8fbe\u523090%\u4ee5\u4e0a\u3002<\/span><\/section>\n
         <\/span><\/section>\n
        \u5c06\u6765\u6211\u4eec\u8fd8\u4f1a\u6839\u636e\u4f60\u7684\u5177\u4f53\u7814\u7a76\u9886\u57df\uff0c\u63a8\u51fa\u7814\u7a76\u5206\u7c7b\u4e0e\u4e2a\u6027\u5316\u7684\u8ba2\u9605\u670d\u52a1\uff0c\u656c\u8bf7\u671f\u5f85\uff01<\/span><\/section>\n
         <\/span><\/section>\n
        \u7531\u4e8e\u590d\u6742\u6027\u9886\u57df\u6d89\u53ca\u7684\u8bba\u6587\u5173\u952e\u8bcd\u548c\u7814\u7a76\u95ee\u9898\u7eb7\u7e41\u590d\u6742\uff0c\u6240\u4ee5\u7b97\u6cd5\u96be\u514d\u6709\u4e0d\u6210\u719f\u7684\u5730\u65b9\uff0c\u5982\u679c\u4f60\u53d1\u73b0\u6211\u4eec\u6709\u6f0f\u6389\u7684\u91cd\u8981\u8bba\u6587\uff0c\u6216\u8005\u722c\u5230\u4e86\u9886\u57df\u6709\u504f\u5dee\u7684\u8bba\u6587\uff0c\u6b22\u8fce\u8054\u7cfb\u6211\u4eec<\/span>\uff08\u5c0f\u52a9\u624b\u5fae\u4fe1\uff1aswarmaAI\uff09<\/span>\uff0c\u5e2e\u52a9\u6211\u4eec\u6301\u7eed\u4f18\u5316\u7b97\u6cd5\u3002<\/span><\/section>\n

        <\/section>\n
        \u5982\u679c\u4f60\u5bf9\u79d1\u5b66\u5b66\u3001\u8ba1\u7b97\u672f\u8bed\u5b66\u7b49\u611f\u5174\u8da3\u5e76\u6709\u4ee3\u7801\u80fd\u529b\uff0c\u6b22\u8fce\u62a5\u540d\u6210\u4e3a\u96c6\u667a\u7b97\u6cd5\u5fd7\u613f\u8005\/\u5b9e\u4e60\u751f<\/span>\uff08\u5177\u4f53\u8bf7\u90ae\u4ef6\u8054\u7cfb\u7b97\u6cd5\u7ec4\u8d1f\u8d23\u4ebahuqiao@swarma.org\uff09<\/span>\u3002<\/span><\/section>\n

        <\/section>\n
        \u5982\u679c\u4f60\u5bf9\u590d\u6742\u79d1\u5b66\u53ca\u76f8\u5173\u8de8\u5b66\u79d1\u7814\u7a76\u6709\u957f\u671f\u5174\u8da3\uff0c\u5e76\u4e50\u4e8e\u89e3\u8bfb\u5206\u4eab\uff0c\u6b22\u8fce\u52a0\u5165\u96c6\u667a\u4f5c\u8005\u56e2\u961f<\/span>\uff08\u5177\u4f53\u8bf7\u90ae\u4ef6\u8054\u7cfb\u7f16\u8f91\u90e8\u8d1f\u8d23\u4ebaliupeiyuan@swarma.org\uff09<\/span>\u3002<\/span><\/strong><\/section>\n

        <\/section>\n

        <\/section>\n<\/section>\n
        \n
        \n
        \n

        <\/section>\n

        <\/section>\n
        \n
        <\/svg><\/section>\n<\/section>\n<\/section>\n
        \n

        \u66f4\u591a\u8bba\u6587<\/span><\/strong><\/strong><\/p>\n<\/section>\n

        \n

        <\/section>\n

        <\/section>\n<\/section>\n<\/section>\n<\/section>\n

        <\/section>\n
        \u66f4\u591a\u590d\u6742\u6027\u9876\u520a\u8bba\u6587\uff0c\u8bf7\u5230Complexity Express\u9875\u9762\u67e5\u770b\u3002\u8ba2\u9605\u5373\u53ef\u6bcf\u5468\u83b7\u53d6\u66f4\u65b0\u63d0\u9192\u3002<\/span><\/section>\n
               <\/span><\/section>\n

        <\/section>\n

        <\/section>\n

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        <\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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