{"id":19590,"date":"2020-05-10T18:44:58","date_gmt":"2020-05-10T10:44:58","guid":{"rendered":"https:\/\/swarma.org\/?p=19590"},"modified":"2020-05-10T18:44:58","modified_gmt":"2020-05-10T10:44:58","slug":"%e4%bb%8a%e6%99%9a7%e7%82%b9%e7%9b%b4%e6%92%ad-%e5%9f%ba%e4%ba%8e%e5%9b%a0%e6%9e%9c%e6%8e%a8%e6%96%ad%e7%9a%84%e5%a4%8d%e6%9d%82%e7%b3%bb%e7%bb%9f%e5%88%86%e6%9e%90%e5%bb%ba%e6%a8%a1","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=19590","title":{"rendered":"\u4eca\u665a7\u70b9\u76f4\u64ad | \u57fa\u4e8e\u56e0\u679c\u63a8\u65ad\u7684\u590d\u6742\u7cfb\u7edf\u5206\u6790\u5efa\u6a21"},"content":{"rendered":"
\n
<\/section>\n

<\/section>\n
\n
\n
\n
\n
\n
\n
\n
\u76f4\u64ad\u9884\u544a<\/span><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

<\/section>\n
5\u670810\u65e5\uff08\u5468\u65e5\uff0919:00-21:00\uff0c\u96c6\u667a\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u8bfb\u4e66\u4f1a\u5c06\u8fdb\u884c\u65b0\u4e00\u671f\u7684\u8bba\u6587\u5206\u4eab\u76f4\u64ad\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u53c2\u4e0e\u3002<\/span><\/section>\n

<\/section>\n

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

\u57fa\u4e8e\u56e0\u679c\u63a8\u65ad\u7684<\/strong><\/h2>\n

\u590d\u6742\u7cfb\u7edf\u5206\u6790\u5efa\u6a21<\/strong><\/h2>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/p>\n

\u76f4\u64ad\u5730\u5740\uff1a<\/span><\/strong>\u96c6\u667a\u4ff1\u4e50\u90e8 B \u7ad9\u76f4\u64ad\u95f4<\/span><\/section>\n


<\/p>\n

\ud83d\udc40\u5173\u6ce8B\u7ad9\u4e3b\u64ad\u201c\u96c6\u667a\u4ff1\u4e50\u90e8\u201d<\/strong><\/strong><\/section>\n
\u4e0d\u9519\u8fc7\u6bcf\u4e00\u573a\u96c6\u667a\u91cd\u78c5\u76f4\u64ad<\/strong><\/strong><\/section>\n


<\/p>\n

<\/section>\n
\u76f4\u64ad\u5730\u5740\uff1a<\/strong><\/span>
<\/section>\n
https:\/\/live.bilibili.com\/8091531<\/strong><\/span><\/section>\n
\u76f4\u64ad\u65f6<\/strong>\u95f4 \uff1a19:00-21:00<\/strong><\/section>\n

<\/section>\n

<\/section>\n
\u8bba\u65871\uff1a<\/span><\/strong><\/span><\/p>\n

\u7528\u8ba1\u91cf\u7ecf\u6d4e\u6a21\u578b\u548c\u4ea4\u53c9\u8c31\u65b9\u6cd5\u7814\u7a76\u56e0\u679c\u5173\u7cfb<\/span><\/p>\n

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

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

Investigating Causal Relations by Econometric Models and Cross-spectral Methods<\/span><\/h2>\n

\u8bba\u6587\u8be6\u60c5\uff1a<\/h2>\n
\n
https:\/\/pattern.swarma.org\/paper?id=3c75ecc8-55e3-11ea-bf1e-0242ac1a0005<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n
\n
\n

\u8bba\u6587\u7b80\u4ecb\uff1a<\/span><\/strong><\/span><\/p>\n

\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u786e\u5b9a\u4e24\u4e2a\u76f8\u5173\u53d8\u91cf\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb\u65b9\u5411\u3001\u4ee5\u53ca\u662f\u5426\u6b63\u5728\u53d1\u751f\u4e92\u53cd\u9988\u662f\u5f88\u56f0\u96be\u7684\u30022003 \u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u5f97\u4e3b\u514b\u83b1\u592b\u00b7\u683c\u5170\u6770\uff08Clive Granger\uff09\u8ba4\u4e3a\uff0c\u56e0\u679c\u5173\u7cfb\u53cd\u9988\u4e0e\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u6a21\u578b\u4e0e\u8c31\u5206\u6790\u4e2d\u51fa\u73b0\u7684\u51fd\u6570\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u7279\u522b\u662f\u4ea4\u53c9\u8c31\uff08cross spectra\uff09\u548c\u90e8\u5206\u4ea4\u53c9\u8c31\u6709\u5173\u3002\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0c\u4ed6\u4ece\u7b80\u5355\u7684\u4e8c\u53d8\u91cf\u6a21\u578b\u5165\u624b\uff0c\u63d0\u51fa\u5e76\u8bf4\u660e\u4e86\u56e0\u679c\u5173\u7cfb\u548c\u53cd\u9988\u7684\u53ef\u6d4b\u6027\u5b9a\u4e49\u3002\u8be5\u6587\u8ba4\u4e3a\uff0c\u5bf9\u4e8e\u6807\u51c6\u7684\u65f6\u95f4\u5e8f\u5217\uff0c\u5728\u8fdb\u884c\u968f\u673a\u8fc7\u7a0b\u4e2d\u7684\u8c31\u8868\u793a\uff08spectral representation\uff09\u4e4b\u540e\uff0c\u8fdb\u884c\u7684\u53cd\u9988\u673a\u5236\u53ef\u4ee5\u5206\u89e3\u4e3a\u4e24\u4e2a\u56e0\u679c\u5173\u7cfb\uff0c\u5176\u4ea4\u53c9\u8c31\u53ef\u4ee5\u770b\u4f5c\u662f\u4e24\u4e2a\u4ea4\u53c9\u8c31\u4e4b\u548c\uff0c\u4e14\u5176\u4e2d\u6bcf\u90e8\u5206\u90fd\u4e0e\u53cd\u9988\u8fc7\u7a0b\u7684\u4e00\u4e2a\u5355\u5411\u56e0\u679c\u76f8\u5173\u3002\u6b64\u5916\uff0c\u8bba\u6587\u8fd8\u8ba8\u8bba\u4e86\u77ac\u65f6\u56e0\u679c\u5173\u7cfb\u8868\u793a\u7684\u91cd\u8981\u95ee\u9898\uff0c\u6784\u9020\u4e86\u56e0\u679c\u6ede\u540e\u548c\u56e0\u679c\u5f3a\u5ea6\u7684\u5ea6\u91cf\uff0c\u5e76\u8ba4\u4e3a\u8be5\u95ee\u9898\u901a\u5e38\u662f\u7531\u4e8e\u8bb0\u5f55\u4fe1\u606f\u7684\u901f\u5ea6\u8f83\u6162\u6216\u53ef\u80fd\u672a\u4f7f\u7528\u8db3\u591f\u5e7f\u6cdb\u7684\u56e0\u679c\u53d8\u91cf\u800c\u5f15\u8d77\u7684\u3002\u8bba\u6587\u5728\u901a\u8fc7\u8c31\u65b9\u6cd5\u7814\u7a76\u548c\u5efa\u7acb\u56e0\u679c\u5173\u7cfb\u6a21\u578b\u4e4b\u540e\uff0c\u6700\u540e\u8fd8\u6982\u62ec\u4e86\u4e09\u53d8\u91cf\u4e4b\u95f4\u7684\u7ed3\u679c\uff0c\u5e76\u8ba4\u4e3a\u901a\u8fc7\u90e8\u5206\u4ea4\u53c9\u8c31\u65b9\u6cd5\u5bf9\u80fd\u5bf9\u56e0\u679c\u5173\u7cfb\u7814\u7a76\u8fdb\u884c\u8fdb\u4e00\u6b65\u63a8\u5e7f\u3002<\/span><\/p>\n<\/section>\n

\u8bba\u6587\u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

\n

C. W. J. Granger<\/span><\/p>\n


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

\u4e3b\u8bb2\u4eba\uff1a<\/span><\/strong>
<\/span><\/p>\n

\u5341\u4e09\u7ef4\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u516c\u4f17\u53f7\u7279\u7ea6\u4f5c\u8005\uff0c\u67d0\u822a\u4f01\u6570\u636e\u8fd0\u8425\u4e3b\u7ba1\u3002<\/span><\/p>\n


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


<\/section>\n
\u8bba\u65872\uff1a<\/span><\/strong><\/strong><\/p>\n

\u5728\u5730\u7403\u79d1\u5b66\u4e2d\u4ece\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u56e0\u679c\u63a8\u65ad<\/p>\n

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

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

\n
Inferring causation from time series in Earth system sciences<\/span><\/section>\n<\/h2>\n

\u8bba\u6587\u8be6\u60c5\uff1a
<\/span><\/h2>\n
\n
https:\/\/pattern.swarma.org\/paper?id=fbc2d5ba-4da4-11ea-a904-0242ac1a0005<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n<\/section>\n<\/section>\n
\u8bba\u6587\u7b80\u4ecb\uff1a<\/span><\/strong><\/section>\n
\u672c\u8bba\u6587\u662f\u4e00\u4e2a\u5c55\u671b\u6027\u8d28\u7684\u8bc4\u8bba\u6587\u7ae0\uff0c\u4f5c\u8005\u6307\u51fa\uff0c\u867d\u7136\u76ee\u524d\u5728\u5730\u7403\u79d1\u5b66\u4e2d\u7684\u4f9d\u7136\u66f4\u591a\u7684\u91c7\u7528\u4f20\u7edf\u7684\u76f8\u5173\u6027\u53ca\u56de\u5f52\u5206\u6790\uff0c\u7136\u800c\u8fd9\u4e9b\u65b9\u6cd5\u5728\u89e3\u91ca\u56e0\u679c\u5173\u7cfb\u4e0a\u5c1a\u4e0d\u591f\u6e05\u6670\u3002\u968f\u7740\u7b97\u529b\u7684\u63d0\u9ad8\u548c\u56e0\u679c\u63a8\u65ad\u65b9\u6cd5\u7684\u53d1\u5c55\uff0c\u5229\u7528\u6570\u636e\u9a71\u52a8\u7684\u56e0\u679c\u63a8\u65ad\u65b9\u6cd5\u80fd\u4e3a\u5730\u7403\u79d1\u5b66\u7cfb\u7edf\u63d0\u4f9b\u65b0\u7684\u89d2\u5ea6\u548c\u4ef7\u503c\u3002\u4f5c\u8005\u5e0c\u671b\u80fd\u4e3a\u5730\u7403\u79d1\u5b66\u9886\u57df\u7684\u79d1\u6280\u5de5\u4f5c\u8005\u4ecb\u7ecd\u56e0\u679c\u63a8\u65ad\u7684\u65b9\u6cd5\u3002\u672c\u6587\u9996\u5148\u56de\u987e\u4e86\u56e0\u679c\u63a8\u65ad\u5728\u5730\u7403\u79d1\u5b66\u4e2d\u7684\u51e0\u4e2a\u5e94\u7528\u6848\u4f8b\uff0c\u5e76\u4e14\u5bf9\u4e8e\u5730\u7403\u79d1\u5b66\u4e2d\u7684\u5e38\u89c1\u95ee\u9898\u8fdb\u884c\u4e86\u5206\u7c7b\u4ecb\u7ecd\u3002\u5176\u6b21\uff0c\u4f5c\u8005\u5bf9\u4e8e\u4e0d\u540c\u7684\u56e0\u679c\u63a8\u65ad\u65b9\u6cd5\u53ca\u5176\u4f18\u7f3a\u70b9\u8fdb\u884c\u4e86\u603b\u7ed3\u8bc4\u8bba\u3002\u6587\u7ae0\u7684\u6700\u540e\uff0c\u4f5c\u8005\u4e3a\u4e86\u4ed6\u4eec\u5efa\u7acb\u7684\u6d4b\u8bc4\u7f51\u7ad9 causeme.net \u8fdb\u884c\u4e86\u5ba3\u4f20\uff0c\u5e0c\u671b\u4e1a\u754c\u80fd\u591f\u63d0\u4f9b\u66f4\u591a\u7684\u6210\u529f\u6848\u4f8b\uff0c\u65b9\u4fbf\u4e0d\u540c\u65b9\u6cd5\u4e4b\u95f4\u7684\u6bd4\u8f83\u548c\u521b\u65b0\u3002<\/span>
<\/section>\n
\u8bba\u6587\u4f5c\u8005\uff1a<\/span><\/strong><\/section>\n
<\/span><\/strong>Jakob Runge, Sebastian Bathiany\u7b49<\/span>
<\/section>\n

<\/section>\n
\u4e3b\u8bb2\u4eba\uff1a<\/span><\/strong><\/section>\n
<\/span><\/strong>\u9ad8\u4ea6\u658c\uff0c\u5317\u4eac\u5927\u5b66\u7269\u7406\u672c\u79d1\uff0c\u7f8e\u56fd\u4fc4\u4ea5\u4fc4\u5dde\u7acb\u5927\u5b66\u535a\u58eb\uff0c\u73b0\u5728\u5317\u4eac\u67d0\u4e92\u8054\u7f51\u516c\u53f8\u4ece\u4e8b\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u548c\u5927\u6570\u636e\u76f8\u5173\u5de5\u4f5c\u3002\u5bf9\u4e8e\u590d\u6742\u7cfb\u7edf\u5efa\u6a21\uff0c\u56e0\u679c\u63a8\u65ad\uff0c\u8111\u79d1\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u5177\u6709\u5e7f\u6cdb\u7684\u5174\u8da3\u3002<\/span><\/section>\n<\/section>\n

<\/section>\n

<\/section>\n
\u8bba\u65873\uff1a<\/span><\/strong><\/span><\/p>\n

\u4e0d\u4f9d\u8d56\u6a21\u578b\u7684\u4ece\u9499\u6210\u50cf\u4fe1\u53f7\u91cd\u6784\u5174\u594b\u6027\u795e\u7ecf\u5143\u8fde\u63a5\u65b9\u6cd5<\/p>\n

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

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

Model-Free Reconstruction of Excitatory Neuronal Connectivity from Calcium Imaging Signals<\/span><\/h2>\n

\u8bba\u6587\u8be6\u60c5\uff1a
<\/h2>\n
\n
https:\/\/pattern.swarma.org\/paper?id=59c94eba-55ec-11ea-ae63-0242ac1a0005<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n
\u8bba\u6587\u7b80\u4ecb\uff1a<\/span><\/strong><\/span><\/section>\n
\n
\u968f\u7740\u795e\u7ecf\u8bb0\u5f55\u6280\u672f\u5927\u5e45\u63d0\u9ad8\uff0c\u540c\u65f6\u8bb0\u5f55\u591a\u795e\u7ecf\u5143\u6d3b\u52a8\u7684\u6570\u636e\u4e5f\u9010\u6e10\u589e\u591a\uff0c\u4f46\u4ece\u795e\u7ecf\u6d3b\u52a8\u6570\u636e\u4e2d\u63a8\u6d4b\u795e\u7ecf\u5143\u4e4b\u95f4\u8fde\u63a5\u5173\u7cfb\u4ecd\u662f\u4e00\u9879\u56f0\u96be\u7684\u4efb\u52a1\u3002\u672c\u6587\u63d0\u51fa Generalized<\/span><\/section>\n
Transfer Entropy \u65b9\u6cd5\u5728\u901a\u8fc7\u795e\u7ecf\u9499\u4fe1\u53f7\u5206\u6790\u795e\u7ecf\u5143\u4e4b\u95f4\u8fde\u63a5\u7684\u5e94\u7528\u3002\u8be5\u65b9\u6cd5\u57fa\u4e8e\u4fe1\u606f\u8bba\uff0c\u65e0\u9700\u5bf9\u4ece\u795e\u7ecf\u5143\u6d3b\u52a8\u5230\u4ea7\u751f\u9499\u5206\u5b50\u8367\u5149\u4fe1\u53f7\u7684\u8fc7\u7a0b\u76f4\u63a5\u5efa\u6a21\u3002\u901a\u8fc7\u6a21\u62df\u795e\u7ecf\u7f51\u7edc\uff0c\u53d1\u73b0\u8be5\u65b9\u6cd5\u76f8\u5bf9\u7ebf\u6027\u6a21\u578b\u53ef\u4ee5\u83b7\u5f97\u66f4\u7cbe\u786e\u7684\u7ed3\u679c\u3002\u672c\u6587\u63d0\u4f9b\u4e86\u4ece\u591a\u7ef4\u65f6\u95f4\u5e8f\u5217\u4e2d\u91cd\u6784\u7f51\u7edc\u5185\u90e8\u56e0\u679c\u5173\u7cfb\u7684\u4e00\u4e2a\u53ef\u53c2\u8003\u7684\u601d\u8def\u3002<\/span><\/section>\n<\/section>\n
\u8bba\u6587\u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
\n
O. Stetter, D. Battaglia, J. Soriano<\/span><\/section>\n<\/section>\n

<\/section>\n
\u4e3b\u8bb2\u4eba\uff1a<\/span><\/strong><\/span><\/section>\n
\u8521\u660e\u535a\uff0c\u4e1c\u4eac\u5927\u5b66\u795e\u7ecf\u667a\u80fd\u56fd\u9645\u7814\u7a76\u4e2d\u5fc3\u7279\u4efb\u52a9\u7406\u6559\u6388\u3002\u4ece\u4e8b\u8ba4\u77e5\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u7814\u7a76\u4e0e\u8111\u6210\u50cf\u5206\u6790\u7b97\u6cd5\u5f00\u53d1\u3002<\/span><\/section>\n

<\/section>\n

<\/section>\n
\u8bba\u65874\uff1a<\/span><\/strong><\/span><\/strong><\/p>\n

\u63ed\u79d8\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u56e0\u679c\u5173\u7cfb<\/p>\n

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

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

Unveiling causal interactions in complex systems<\/span><\/h2>\n
\u8bba\u6587\u8be6\u60c5\uff1a<\/span><\/section>\n
\n
https:\/\/pattern.swarma.org\/paper?id=4bfb5ebe-78ff-11ea-b651-0242ac1a000b<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n
\n
\u8bba\u6587\u7b80\u4ecb\uff1a<\/span><\/strong><\/span><\/section>\n
\u957f\u671f\u4ee5\u6765\uff0c\u590d\u6742\u7cfb\u7edf\u7684\u6982\u5ff5\u548c\u8fd0\u4f5c\u89c4\u5f8b\u90fd\u88ab\u7528\u4f5c\u5bf9\u81ea\u7136\u548c\u793e\u4f1a\u7cfb\u7edf\u4e2d\u91cd\u8981\u65b9\u9762\u548c\u76f8\u4e92\u4f5c\u7528\u8fdb\u884c\u5b9a\u91cf\u6a21\u62df\u3002\u7136\u800c\uff0c\u8981\u9884\u6d4b\u6784\u6210\u8fd9\u4e9b\u7cfb\u7edf\u7ed3\u6784\u771f\u5b9e\u76f8\u4e92\u4f9d\u5b58\u5173\u7cfb\uff0c\u5c24\u5176\u662f\u5f53\u5728\u73b0\u5b9e\u4e16\u754c\u56e0\u679c\u5173\u7cfb\u5728\u6666\u6697\u4e0d\u660e\u4e0b\uff0c\u5982\u5728\u91d1\u878d\u5e02\u573a\u4e2d\u5404\u79cd\u8981\u7d20\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u5bf9\u5927\u591a\u6570\u4f20\u7edf\u56e0\u679c\u68c0\u9a8c\u65b9\u6cd5\u4f9d\u65e7\u662f\u975e\u5e38\u56f0\u96be\u7684\u3002\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0c\u4f5c\u8005\u5728\u6b63\u5411\u56e0\u679c\u3001\u8d1f\u5411\u56e0\u679c\u5173\u7cfb\u4e4b\u5916\uff0c\u5b9a\u4e49\u4e86\u4e00\u79cd\u65b0\u578b\u7684\u56e0\u679c\u5173\u7cfb\uff1a\u6697\u56e0\u679c\u5173\u7cfb\uff0c\u7528\u4ee5\u8868\u8fbe\u52a8\u6001\u590d\u6742\u7cfb\u7edf\u4e2d\u6f5c\u4f0f\u548c\u96be\u4ee5\u6349\u6478\u7684\u7ed3\u6784\uff0c\u5e76\u4e14\u53d1\u5c55\u51fa\u4e00\u79cd\u57fa\u4e8e\u7b26\u53f7\u52a8\u529b\u5b66\u548c\u76f8\u7a7a\u95f4\u91cd\u6784\u7ed3\u5408\u7684\u7684\u65b9\u6cd5\uff0c\u4f7f\u7528\u56e0\u679c\u6a21\u5f0f\u77e9\u9635\u5f97\u4ee5\u5bf9\u6240\u6709\u5173\u7cfb\u8fdb\u884c\u8ba1\u7b97\u3001\u5206\u6790\u548c\u9884\u6d4b\uff0c\u5e76\u627e\u51fa\u5176\u4e2d\u4f5c\u7528\u5f71\u54cd\u6700\u5927\u7684\u56e0\u679c\u5173\u7cfb\u3002\u901a\u8fc7\u5bf9\u751f\u6001\u5b66\u3001\u795e\u7ecf\u79d1\u5b66\u3001\u91d1\u878d\u9886\u57df\u7b49\u5404\u79cd\u73b0\u5b9e\u7cfb\u7edf\u7684\u5e7f\u6cdb\u5e94\u7528\u548c\u6d4b\u8bd5\uff0c\u80fd\u591f\u8bc1\u660e\u8fd9\u79cd\u65b9\u6cd5\u5728\u91cd\u6784\u590d\u6742\u7cfb\u7edf\u7279\u6b8a\u7ed3\u6784\u80fd\u529b\u4e0a\u5177\u6709\u76f8\u5f53\u51c6\u786e\u5ea6\u3002\u53ef\u4ee5\u8bf4\uff0c\u8fd9\u7bc7\u8bba\u6587\u4f7f\u4eba\u4eec\u5bf9\u56e0\u679c\u5173\u7cfb\u7684\u8ba4\u8bc6\u548c\u9884\u6d4b\u80fd\u529b\u53c8\u5927\u5927\u5411\u524d\u8fc8\u8fdb\u4e86\u4e00\u6b65\u3002<\/span><\/section>\n<\/section>\n
\u8bba\u6587\u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/section>\n
\n
Stavros K. Stavroglou, H. Eugene Stanley<\/span>
<\/section>\n

<\/span><\/section>\n
\u4e3b\u8bb2\u4eba\uff1a<\/span><\/strong><\/section>\n
\u5341\u4e09\u7ef4\uff0c<\/span>\u96c6\u667a\u4ff1\u4e50\u90e8\u516c\u4f17\u53f7\u7279\u7ea6\u4f5c\u8005\uff0c\u67d0\u822a\u4f01\u6570\u636e\u8fd0\u8425\u4e3b\u7ba1\u3002<\/span>
<\/section>\n<\/section>\n


<\/p>\n


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

\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21<\/strong><\/strong><\/span><\/p>\n

\u8bfb\u4e66\u4f1a\u516c\u5f00\u62db\u52df<\/strong><\/strong><\/span><\/p>\n

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


<\/p>\n

\n

\u6211\u4eec\u6301\u7eed\u62db\u52df\u5bf9\u590d\u6742\u7cfb\u7edf\u5efa\u6a21\u611f\u5174\u8da3\uff0c\u6216\u6b63\u5728\u8fdb\u884c\u76f8\u5173\u7814\u7a76\u7684\u670b\u53cb\uff0c\u53c2\u4e0e\u5230\u300a\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u300b\u7cfb\u5217\u8bfb\u4e66\u4f1a\u4e2d\uff0c\u7814\u8bfb\u7ecf\u5178\u8bba\u6587\uff0c\u4ea4\u6d41\u6240\u601d\u6240\u60f3\uff0c\u6fc0\u53d1\u79d1\u7814\u7075\u611f\uff0c\u4fc3\u8fdb\u79d1\u7814\u5408\u4f5c\u3002<\/span><\/p>\n

 <\/span><\/p>\n

\u62a5\u540d\u65b9\u5f0f\uff1a\u8bf7\u626b\u4e0b\u65b9\u5c0f\u7a0b\u5e8f\u7801\uff0c\u586b\u5199\u62a5\u540d\u4fe1\u606f\u3002<\/span><\/p>\n

\u7ebf\u4e0a\u4e00\u8d77\u8bfb\u8bba\u6587\u2014\u2014\u201c\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u8bfb\u4e66\u4f1a\u201d\u5f00\u653e\u62db\u52df<\/span><\/a>
<\/p>\n<\/section>\n


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

\u7f16\u8f91\uff1a\u5f20\u723d<\/p><\/blockquote>\n

\n
\n
\n
\n
\n
\n
\n
\n
\n
\n


<\/p>\n


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

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

\u8d44\u6599\u56de\u770b<\/strong><\/span><\/p>\n

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


<\/p>\n

\u5df2\u89e3\u8bfb\u8fc7\u7684\u5177\u4f53\u7684\u5185\u5bb9\u548c\u89c6\u9891\u53ef\u4ee5\u770b\u4e0b\u9762\u7684\u89c6\u9891\u8d44\u6599\uff1a<\/span><\/p>\n


<\/p>\n

<\/section>\n

https:\/\/campus.swarma.org\/course\/1383<\/span><\/strong>
<\/p>\n


<\/p>\n

\n
\n
\n

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

Detecting Causality in Complex Ecosystems<\/span><\/h2>\n

\u8bba\u6587\u5730\u5740\uff1a<\/p>\n

https:\/\/pattern.swarma.org\/paper?id=fa40bc0c-0b3c-11ea-b5df-0242ac1a0005<\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

\u7b80\u8bc4\uff1a<\/span><\/strong>\u8bc6\u522b\u56e0\u679c\u7f51\u7edc\u5bf9\u4e8e\u5728\u6c14\u5019\u3001\u6d41\u884c\u75c5\u5b66\u3001\u91d1\u878d\u76d1\u7ba1\u7b49\u65b9\u9762\u63d0\u51fa\u6709\u6548\u7684\u653f\u7b56\u548c\u7ba1\u7406\u5efa\u8bae\u975e\u5e38\u91cd\u8981\u3002\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u975e\u7ebf\u6027\u72b6\u6001\u7a7a\u95f4\u91cd\u6784\u7684\u533a\u5206\u56e0\u679c\u5173\u7cfb\u548c\u76f8\u5173\u5173\u7cfb\u7684\u65b9\u6cd5\u3002\u5b83\u6269\u5c55\u5230\u4e0d\u53ef\u5206\u79bb\u7684\u5f31\u8fde\u901a\u52a8\u6001\u7cfb\u7edf(\u5f53\u524d\u7684\u683c\u5170\u6770\u56e0\u679c\u5173\u7cfb\u8303\u5f0f\u6ca1\u6709\u6db5\u76d6\u7684\u60c5\u51b5)\u3002\u8fd9\u79cd\u65b9\u6cd5\u901a\u8fc7\u7b80\u5355\u7684\u6a21\u578b(\u4e0e\u73b0\u5b9e\u4e16\u754c\u76f8\u6bd4\uff0c\u6211\u4eec\u77e5\u9053\u57fa\u672c\u65b9\u7a0b \/ \u5173\u7cfb\uff0c\u56e0\u6b64\u53ef\u4ee5\u68c0\u9a8c\u6211\u4eec\u65b9\u6cd5\u7684\u6709\u6548\u6027)\u548c\u5e94\u7528\u4e8e\u5b9e\u9645\u751f\u6001\u7cfb\u7edf\uff0c\u5305\u62ec\u6709\u4e89\u8bae\u7684\u6c99\u4e01\u9c7c-\u9cc0\u9c7c-\u6e29\u5ea6\u95ee\u9898\u6765\u8bf4\u660e\u3002<\/span><\/section>\n


<\/p>\n


<\/p>\n

<\/section>\n
<\/strong>https:\/\/campus.swarma.org\/course\/1379<\/strong><\/span><\/section>\n

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

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

Geometry from a Time Series<\/p>\n

\u8bba\u6587\u8be6\u60c5\uff1a<\/p>\n

https:\/\/pattern.swarma.org\/paper?id=10da53a4-556d-11ea-ad35-0242ac1a0005<\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n

\u7b80\u8bc4\uff1a<\/span><\/strong>\u76f8\u7a7a\u95f4\u91cd\u6784\u662f\u6df7\u6c8c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7684\u5173\u952e\u6280\u672f\uff0c\u672c\u6587\u53d1\u8868\u4e8e\u56db\u5341\u5e74\u524d\uff081980\u5e74\uff09\uff0c\u662f\u76f8\u7a7a\u95f4\u91cd\u6784\u9886\u57df\u7684\u5f00\u5c71\u4e4b\u4f5c\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86\u7531\u6df7\u6c8c\u65f6\u95f4\u5e8f\u5217\u91cd\u6784\u76f8\u7a7a\u95f4\u7684\u4e24\u79cd\u65b9\u6cd5\uff1a\u5bfc\u6570\u91cd\u6784\u6cd5\u548c\u5750\u6807\u5ef6\u8fdf\u91cd\u6784\u6cd5\uff0c\u5e76\u7528\u5bfc\u6570\u91cd\u6784\u6cd5\u4e3a\u4f8b\u91cd\u6784\u4e86Rossler\u7cfb\u7edf\u7684\u5438\u5f15\u5b50\uff0c\u5e76\u6c42\u51fa\u4e86Liapunov\u6307\u6570\u3002\u800c\u5750\u6807\u5ef6\u8fdf\u91cd\u6784\u6cd5\u5219\u57281981\u5e74\u7531Takens\u603b\u7ed3\u6210Takens\u5d4c\u5165\u5b9a\u7406\uff0c\u4ece\u6570\u5b66\u4e0a\u4fdd\u8bc1\u4e86\u6211\u4eec\u53ef\u4ee5\u4ece\u4e00\u7ef4\u7684\u6df7\u6c8c\u65f6\u95f4\u5e8f\u5217\u4e2d\u91cd\u6784\u4e00\u4e2a\u4e0e\u539f\u7cfb\u7edf\u5728\u62d3\u6251\u610f\u4e49\u4e0b\u7b49\u4e0b\u7684\u76f8\u7a7a\u95f4\u3002<\/span><\/section>\n
    \n


    <\/p>\n<\/ul>\n


    <\/p>\n

    \n


    <\/p>\n


    <\/p>\n

    \n
    \n
    \n
    \n
    \n
    \n

    \u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n

    \u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org
    <\/span><\/strong><\/p>\n

    \n

    \u25c6 <\/span>\u25c6 <\/span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n

    \u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n


    <\/p>\n

    \u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n

    \n

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

    \u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


    <\/p>\n


    <\/p>\n

    \ud83d\udc47\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u4e86\u89e3\u66f4\u591a\u8bba\u6587\u4fe1\u606f<\/span><\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

    \u76f4\u64ad\u9884\u544a 5\u670810\u65e5\uff08\u5468\u65e5\uff0919:00-21:00\uff0c\u96c6\u667a\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u8bfb\u4e66\u4f1a\u5c06\u8fdb\u884c\u65b0\u4e00\u671f\u7684\u8bba\u6587\u5206\u4eab\u76f4\u64ad\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u53c2\u4e0e\u3002 \u57fa\u4e8e\u56e0\u679c\u63a8\u65ad\u7684 \u590d\u6742\u7cfb\u7edf\u5206\u6790\u5efa\u6a21 \u76f4\u64ad\u5730\u5740\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8 B \u7ad9\u76f4\u64ad\u95f4 \ud83d\udc40\u5173\u6ce8B\u7ad9\u4e3b\u64ad\u201c\u96c6\u667a\u4ff1\u4e50\u90e8\u201d \u4e0d\u9519\u8fc7\u6bcf\u4e00\u573a\u96c6\u667a\u91cd\u78c5\u76f4\u64ad \u76f4\u64ad\u5730\u5740\uff1a https:\/\/live.bil…<\/p>\n","protected":false},"author":1,"featured_media":19585,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/19590"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=19590"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/19590\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/19585"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=19590"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=19590"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=19590"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=19590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}