{"id":51942,"date":"2024-08-05T21:07:15","date_gmt":"2024-08-05T13:07:15","guid":{"rendered":"https:\/\/swarma.org\/?p=51942"},"modified":"2024-08-05T21:07:15","modified_gmt":"2024-08-05T13:07:15","slug":"%e5%89%8d%e6%b2%bf%e9%80%9f%e9%80%92%ef%bc%9a%e6%bc%94%e5%8c%96%e7%9a%84%e5%82%a8%e5%a4%87%e6%b1%a0%e8%ae%a1%e7%ae%97%e6%9c%ba%e6%8f%ad%e7%a4%ba%e9%a2%84%e6%b5%8b%e6%80%a7%e8%83%bd%e5%92%8c%e6%b6%8c","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=51942","title":{"rendered":"\u524d\u6cbf\u901f\u9012\uff1a\u6f14\u5316\u7684\u50a8\u5907\u6c60\u8ba1\u7b97\u673a\u63ed\u793a\u9884\u6d4b\u6027\u80fd\u548c\u6d8c\u73b0\u52a8\u529b\u5b66\u7684\u53cc\u5411\u8026\u5408"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/section>\n
Evolving reservoir computers reveals bidirectional coupling between predictive power and emergent dynamics<\/span><\/section>\n
\u8bba\u6587\u5730\u5740\uff1a<\/span><\/section>\n
https:\/\/arxiv.org\/pdf\/2406.19201v1<\/span><\/section>\n<\/blockquote>\n

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\u751f\u7269\u795e\u7ecf\u7f51\u7edc\u5e38\u88ab\u89c6\u4e3a\u7531\u4e2a\u4f53\u9884\u6d4b\u80fd\u529b\u6709\u9650\u7684\u795e\u7ecf\u5143\u7ec4\u6210\u7684\u96c6\u5408\u3002\u4f20\u7edf\u7684\u8fd8\u539f\u8bba\u65b9\u6cd5\u8bd5\u56fe\u901a\u8fc7\u63cf\u8ff0\u6bcf\u4e2a\u7ec4\u4ef6\u53ca\u5176\u76f8\u4e92\u4f5c\u7528\u6765\u5b8c\u5168\u7406\u89e3\u7cfb\u7edf\u7684\u8ba1\u7b97\u8fc7\u7a0b\uff0c\u4f46\u5728\u5b9e\u9645\u4e2d\uff0c\u751f\u7269\u795e\u7ecf\u7f51\u7edc\u662f\u90e8\u5206\u53ef\u89c2\u5bdf\u7684\u7cfb\u7edf\uff0c\u8fd9\u4f7f\u5f97\u5168\u9762\u63cf\u8ff0\u53d8\u5f97\u4e0d\u53ef\u884c\u3002<\/span><\/section>\n

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\u8fd1\u671f\u53d1\u8868\u5728arXiv\u4e0a\u7684\u8fd9\u9879\u7814\u7a76\u901a\u8fc7\u7c7b\u8111\u8ba1\u7b97\u6846\u67b6\u2014\u2014\u50a8\u5907\u6c60\u8ba1\u7b97<\/span>\uff08Reservoir Computing\uff0cRC\uff09<\/span>\uff0c\u5c55\u793a\u4e86\u7cfb\u7edf\u6027\u80fd\u4e0e\u6d8c\u73b0\u73b0\u8c61\u4e4b\u95f4\u7684\u53cc\u5411\u8026\u5408\u5173\u7cfb\uff0c\u4e3a\u6211\u4eec\u7406\u89e3\u751f\u7269\u795e\u7ecf\u7f51\u7edc\u7684\u8ba1\u7b97\u63d0\u4f9b\u4e86\u65b0\u89c6\u89d2\u3002RC\u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u56fa\u5b9a\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc<\/span>\uff08RNN\uff09<\/span>\uff0c\u79f0\u4e3a\u50a8\u5907\u6c60\uff0c\u5b83\u63a5\u6536\u6765\u81ea\u8f93\u5165\u5c42\u7684\u7ebf\u6027\u8f93\u5165\uff0c\u5e76\u5c06\u5176\u6295\u5c04\u5230\u50a8\u5907\u6c60\u4e2d\u8fdb\u884c\u5904\u7406\u3002\u7814\u7a76\u901a\u8fc7\u8bad\u7ec3\u548c\u8bc4\u4f30\u50a8\u5907\u6c60\u8ba1\u7b97\u6a21\u578b\uff0c\u4f18\u5316\u5176\u8d85\u53c2\u6570\uff0c\u4ee5\u9884\u6d4b\u5404\u79cd\u6df7\u6c8c\u52a8\u529b\u7cfb\u7edf\u7684\u8f68\u8ff9\u3002<\/span><\/section>\n

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\u56fe3. \u6d8c\u73b0\u548c\u9884\u6d4b\u6027\u80fd\u4e4b\u95f4\u7684\u5173\u7cfb\u53d7\u8d85\u53c2\u6570\u914d\u7f6e\u548c\u8bad\u7ec3\u6837\u672c\u5927\u5c0f\u7684\u5f71\u54cd<\/span><\/section>\n

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\u56fe4. \u6bd4\u8f83\u4eff\u751f\u548c\u968f\u673a\u8fde\u63a5\u7684\u50a8\u5907\u6c60\u8ba1\u7b97\u7684\u9884\u6d4b\u6027\u80fd\u548c\u6d8c\u73b0\u52a8\u529b\u5b66<\/span><\/section>\n

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AI By Complexity\u8bfb\u4e66\u4f1a<\/strong>
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\u5927\u6a21\u578b\u3001\u591a\u6a21\u6001\u3001\u591a\u667a\u80fd\u4f53\u5c42\u51fa\u4e0d\u7a77\uff0c\u5404\u79cd\u5404\u6837\u7684\u795e\u7ecf\u7f51\u7edc\u53d8\u4f53\u5728AI\u5927\u821e\u53f0\u5404\u663e\u8eab\u624b\u3002\u590d\u6742\u7cfb\u7edf\u9886\u57df\u5bf9\u4e8e\u6d8c\u73b0\u3001\u5c42\u7ea7\u3001\u9c81\u68d2\u6027\u3001\u975e\u7ebf\u6027\u3001\u6f14\u5316\u7b49\u95ee\u9898\u7684\u63a2\u7d22\u4e5f\u5728\u6301\u7eed\u63a8\u8fdb\u3002\u800c\u4f18\u79c0\u7684AI\u7cfb\u7edf\u3001\u521b\u65b0\u6027\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u5f80\u5f80\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5177\u5907\u4f18\u79c0\u590d\u6742\u7cfb\u7edf\u7684\u7279\u5f81\u3002\u56e0\u6b64\uff0c\u53d1\u5c55\u4e2d\u7684\u590d\u6742\u7cfb\u7edf\u7406\u8bba\u65b9\u6cd5\u5982\u4f55\u6307\u5bfc\u672a\u6765AI\u7684\u8bbe\u8ba1\uff0c\u6b63\u5728\u6210\u4e3a\u5907\u53d7\u5173\u6ce8\u7684\u95ee\u9898\u3002<\/span><\/p>\n


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\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u52a0\u5229\u798f\u5c3c\u4e9a\u5927\u5b66\u5723\u8fed\u6208\u5206\u6821\u52a9\u7406\u6559\u6388\u5c24\u4ea6\u5e84\u3001\u5317\u4eac\u5e08\u8303\u5927\u5b66\u526f\u6559\u6388\u5218\u5b87\u3001\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u5728\u8bfb\u535a\u58eb\u5f20\u7ae0\u3001\u725f\u7267\u4e91\u548c\u5728\u8bfb\u7855\u58eb\u6768\u660e\u54f2\u3001\u6e05\u534e\u5927\u5b66\u5728\u8bfb\u535a\u58eb\u7530\u6d0b\u5171\u540c\u53d1\u8d77\u300cAI By Complexity\u300d\u8bfb\u4e66\u4f1a<\/a>\uff0c\u63a2\u7a76\u5982\u4f55\u5ea6\u91cf\u590d\u6742\u7cfb\u7edf\u7684\u201c\u597d\u574f\u201d\uff1f\u5982\u4f55\u7406\u89e3\u590d\u6742\u7cfb\u7edf\u7684\u673a\u5236\uff1f\u8fd9\u4e9b\u7406\u89e3\u662f\u5426\u53ef\u4ee5\u542f\u53d1\u6211\u4eec\u8bbe\u8ba1\u66f4\u597d\u7684AI\u6a21\u578b\uff1f\u5728\u672c\u8d28\u4e0a\u5e2e\u52a9\u6211\u4eec\u8bbe\u8ba1\u66f4\u597d\u7684AI\u7cfb\u7edf\u3002\u8bfb\u4e66\u4f1a\u4e8e6\u670810\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u4e00\u665a\u4e0a20:00-22:00\u4e3e\u529e\u3002\u6b22\u8fce\u4ece\u4e8b\u76f8\u5173\u9886\u57df\u7814\u7a76\u3001\u5bf9AI+Complexity\u611f\u5174\u8da3\u7684\u670b\u53cb\u4eec\u62a5\u540d\u8bfb\u4e66\u4f1a\u4ea4\u6d41\uff01<\/span><\/p>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/section>\n
AI by Complexity \u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u590d\u6742\u6027\u600e\u6837\u91cf\u5316\u548c\u9a71\u52a8\u4e0b\u4e00\u4ee3AI\u7cfb\u7edf<\/span><\/a>
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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
1. <\/strong>\u590d\u6742\u7cfb\u7edf\u7684\u6570\u636e\u9a71\u52a8\u5efa\u6a21\uff1a\u50a8\u5907\u6c60\u8ba1\u7b97\u6559\u7a0b<\/a><\/strong><\/span><\/section>\n
2. <\/strong>Nat. Commun.\u901f\u9012\uff1a\u6df1\u5ea6\u5b66\u4e60\u5728\u8ba1\u7b97\u751f\u7269\u5b66\u4e2d\u7684\u5e94\u7528\u7efc\u8ff0<\/a><\/strong><\/section>\n
3. <\/strong>\u751f\u7269\u8ba1\u7b97\uff1a\u8d85\u8d8a\u56fe\u7075\u6a21\u578b\u7684\u7ec6\u80de\u8ba1\u7b97\u673a<\/a><\/strong><\/span><\/section>\n
4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
5.<\/strong> \u96c6\u667aVIP\u96c6\u5408\u5566\uff01\u4e91\u5357\u7ebf\u4e0b\u7814\u4fee\u8425\uff0c\u4e0e\u96c6\u667a\u521b\u59cb\u4eba\u4e00\u8d77\u6500\u767b\u201c\u590d\u6742\u6027\u9636\u68af\u201d<\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n

6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n


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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n

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\u5173\u952e\u8bcd\uff1a\u7c7b\u8111\u8ba1\u7b97\uff0c\u50a8\u5907\u6c60\u8ba1\u7b97\uff0c\u751f\u7269\u795e\u7ecf\u7f51\u7edc\uff0c\u6d8c\u73b0\u52a8\u529b\u5b66\uff0c\u6df7\u6c8c\u52a8\u529b\u7cfb\u7edf \u9f9a\u94ed\u5eb7 | \u4f5c\u8005 \u8bba\u6587\u9898\u76ee\uff1a Evolving reservoir computers reveals bidirectional coupling between predictive power and emerge…<\/p>\n","protected":false},"author":0,"featured_media":51935,"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\/51942"}],"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"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=51942"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/51942\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/51935"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=51942"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=51942"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=51942"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=51942"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}