{"id":53710,"date":"2024-11-22T21:49:16","date_gmt":"2024-11-22T13:49:16","guid":{"rendered":"https:\/\/swarma.org\/?p=53710"},"modified":"2024-11-22T21:49:16","modified_gmt":"2024-11-22T13:49:16","slug":"%e8%bf%9e%e6%8e%a5%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%b8%8e%e7%a5%9e%e7%bb%8f%e7%a7%91%e5%ad%a6%e7%9a%84%e6%a1%a5%e6%a2%81%ef%bc%9a%e5%85%b7%e6%9c%89%e5%86%85%e9%83%a8%e5%a4%8d%e6%9d%82%e6%80%a7","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=53710","title":{"rendered":"\u8fde\u63a5\u4eba\u5de5\u667a\u80fd\u4e0e\u795e\u7ecf\u79d1\u5b66\u7684\u6865\u6881\uff1a\u5177\u6709\u5185\u90e8\u590d\u6742\u6027\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff5cNat. Comput. Sci. \u901f\u9012"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aNetwork model with internal complexity bridges artificial intelligence and neuroscience<\/span><\/p>\n

\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s43588-024-00674-9<\/span><\/p>\n

\u671f\u520a\u540d\u79f0\uff1aNature Computational Science<\/em><\/span><\/p>\n<\/blockquote>\n


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\u5f53\u4eca\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4eba\u5458\u666e\u904d\u8ba4\u4e3a\uff0c\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u6784\u5efa\u9700\u8981\u4f9d\u9760\u66f4\u6df1\u3001\u66f4\u5927\u89c4\u6a21\u548c\u66f4\u6cdb\u5316\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u5916\u90e8\u590d\u6742\u6027\u9ad8\u7684\u5927\u6a21\u578b\u74f6\u9888\u4e5f\u662f\u663e\u800c\u6613\u89c1\uff1a\u6d88\u8017\u8fc7\u591a\u7b97\u529b\uff0c\u7406\u89e3\u7f51\u7edc\u4e2d\u795e\u7ecf\u5143\u7684\u884c\u4e3a\u5341\u5206\u56f0\u96be\u3002\u8fd1\u671f\u53d1\u8868\u5728Nature Computational Science<\/em> <\/em>\u7684\u4e00\u9879\u7814\u7a76\uff0c\u901a\u8fc7\u7ed9\u5355\u4e2a\u795e\u7ecf\u5143\u6dfb\u52a0\u4e30\u5bcc\u7684\u5c5e\u6027\uff0c\u6784\u5efa\u4e86\u4e00\u79cd\u5177\u6709\u795e\u7ecf\u5143\u5185\u90e8\u590d\u6742\u6027\u7684\u5c0f\u6a21\u578b\uff0c\u53ef\u4e0e\u5916\u90e8\u590d\u6742\u6027\u7684\u5927\u6a21\u578b\u7b49\u6548<\/strong>\u3002<\/span><\/p>\n


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\u5728\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u4e2d\uff0c\u7814\u7a76\u8005\u53d1\u73b0HH\u548cs-LIF2HH\u7f51\u7edc\u7ed3\u6784\u90fd\u5177\u6709\u8f83\u5f3a\u7684\u7a7a\u95f4\u548c\u65f6\u95f4\u4fe1\u606f\u63d0\u53d6\u80fd\u529b\uff0c\u5355\u4e2aHH\u795e\u7ecf\u5143\u4fe1\u606f\u5904\u7406\u80fd\u529b\u7684\u589e\u5f3a\u8865\u507f\u4e86\u5176\u7b80\u5355\u7684\u62d3\u6251\u7ed3\u6784\uff1bHH\u548cs-LIF2HH\u7f51\u7edc\u5177\u6709\u76f8\u4f3c\u7684\u566a\u58f0\u9c81\u68d2\u6027\uff0c\u9c81\u68d2\u6027\u6765\u6e90\u4e8eHH\u795e\u7ecf\u5143\u7684\u52a8\u6001\u590d\u6742\u6027\u548cs-LIF2HH\u7684\u590d\u6742\u62d3\u6251\u7ed3\u6784\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u795e\u7ecf\u5143\u6570\u91cf\u3002\u8fd9\u652f\u6301\u4e86\u6a21\u578b\u5185\u90e8\u548c\u5916\u90e8\u590d\u6742\u6027\u4e4b\u95f4\u7684\u53ef\u6bd4\u6027\uff0c\u4ee5\u53ca\u5728\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u4e2d\uff0c\u8d85\u8d8a\u4e86\u795e\u7ecf\u5143\u52a8\u6001\u6a21\u5f0f\u7b80\u5355\u4f46\u89c4\u6a21\u5927\u7684\u6a21\u578b\u3002\u6b64\u5916\uff0c\u4e0es-LIF2HH\u7f51\u7edc\u76f8\u6bd4\uff0cHH\u7f51\u7edc\u63d0\u4f9b\u4e86\u53ef\u89c2\u7684\u8ba1\u7b97\u6548\u7387\uff0c\u8868\u660e\u5c06\u5916\u90e8\u590d\u6742\u6027\u8f6c\u6362\u4e3a\u5185\u90e8\u590d\u6742\u6027\u63d0\u9ad8\u4e86\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u6548\u7387\u3002<\/span><\/p>\n


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\u56fe 1. (a) \u795e\u7ecf\u5143\u4eff\u771f\u6a21\u578b\u548c\u795e\u7ecf\u5143\u7f51\u7edc\u7ed3\u6784\u5206\u522b\u5bf9\u5e94\u4e0d\u540c\u6c34\u5e73\u7684\u590d\u6742\u5ea6\u3002\u5177\u6709\u975e\u5e38\u7cbe\u7ec6\u548c\u4e30\u5bcc\u52a8\u529b\u5b66\u63cf\u8ff0\u7684\u795e\u7ecf\u5143\u4eff\u771f\u6a21\u578b\u5bf9\u5e94\u66f4\u9ad8\u5185\u90e8\u590d\u6742\u5ea6\uff0c\u5177\u6709\u66f4\u6df1\u548c\u66f4\u5e7f\u6cdb\u8fde\u63a5\u7684\u7f51\u7edc\u5bf9\u5e94\u66f4\u9ad8\u5916\u90e8\u590d\u6742\u5ea6\u3002(b) \u6a21\u578b\u7684\u8868\u5f81\u80fd\u529b\u4e0e\u5176\u603b\u590d\u6742\u6027\u6709\u5173\uff0c\u603b\u590d\u6742\u6027\u5305\u62ec\u5185\u90e8\u590d\u6742\u6027\u548c\u5916\u90e8\u590d\u6742\u6027\u3002<\/span><\/section>\n


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\u56fe 2. (a)  HH\u795e\u7ecf\u5143\u7ed3\u6784\u53ca\u76f8\u5173\u7535\u8def\u56fe\u3002(b) \u7b49\u4ef7\u4e8eHH\u795e\u7ecf\u5143\u7684tv-LIF2HH\u5b50\u7f51\u7edc\u7ed3\u6784\u53ca\u76f8\u5173\u7535\u8def\u56fe\uff0c\u6bcf\u4e2atv-LIF\u795e\u7ecf\u5143\u7535\u4f4d\u7684\u975e\u7ebf\u6027\u6548\u5e94\u4e4b\u548c\u7b49\u4e8e\u76f8\u540c\u5c16\u5cf0\u8f93\u5165\u4e0b\u7684HH\u795e\u7ecf\u5143\u7535\u4f4d\u3002(c) \u8fde\u63a5\u4e4b\u95f4\u7684\u7b49\u6548\u6027\uff0ctv-LIF2HH\u6a21\u578b\u5305\u62ec\u8fd1\u4f3c\u64cd\u4f5c\u3002(d) \u7531HH\u795e\u7ecf\u5143\u4e0etv-LIF2HH\u5b50\u7f51\u7edc\u7684\u7b49\u6548\u8fde\u63a5\u7ec4\u6210\u7684\u795e\u7ecf\u7f51\u7edc\u3002LIF2HH\u7f51\u7edc\u4e2d\u7684\u6bcf\u6761\u7ebf\u4ee3\u8868\u4e86\u4ece\u524d\u4e00\u5b50\u7f51\u7edc\u4e2d\u7684\u56db\u4e2aLIF\u795e\u7ecf\u5143\u5230\u6574\u4e2a\u540e\u4e00\u5b50\u7f51\u7edc\u7684\u56db\u4e2a\u4e0d\u540c\u8fde\u63a5\u3002<\/span><\/section>\n


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\u56fe 3. (a) \u76f8\u540c\u7535\u6d41\u8f93\u5165\uff0c\u5355\u4e2aHH\u6a21\u578b\u548ctv-LIF2HH\u5b50\u7f51\u7edc\u7684\u7535\u4f4d\u8f93\u51fa\u3002(b) \u6309\u7f51\u7edc\u4e2d\u91c7\u7528\u7684\u6a21\u578b\u5206\u7c7b\u7684\u4e09\u79cd\u8fde\u63a5\uff1aHH\u3001tv-LIF2HH\u5b50\u7f51\u7edc\u548cs-LIF2HH\u5b50\u7f51\u7edc\u8fde\u63a5\u3002(c) \u5c06\u4e8c\u8fdb\u5236\u7f16\u7801\u548c\u7b80\u5316\u540e\u7684LIF2HH\u5b50\u7f51\u7edc\u7684\u5b9e\u9a8c\uff0c\u4f7f\u7528\u4e86\u6b63\u65b9\u5f62\u3001\u6b63\u5f26\u3001\u4e09\u89d2\u5f62\u548c\u952f\u9f7f\u5f62\u8f93\u5165\u4fe1\u53f7\u3002(d) HH\u795e\u7ecf\u5143\u548cs-LIF2HH\u5b50\u7f51\u7edc\u7684\u5c16\u5cf0\u6570\u548c\u76f8\u5bf9\u89e6\u53d1\u65f6\u95f4\u8bef\u5dee\u3002<\/span><\/section>\n


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\u56fe 4. \u7f51\u7edc\u7ed3\u6784\uff0c\u4e0e\u591a\u4efb\u52a1\u5b66\u4e60\uff08a,c\uff09\uff0c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\uff08a,b,d,e,f\uff09\u548c\u9c81\u68d2\u6027\uff08a,g,h,i\uff09\u5b9e\u9a8c\u7ed3\u679c\u3002<\/span><\/section>\n

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\u5f6d\u6668<\/span> <\/span>| \u7f16\u8bd1<\/span><\/strong><\/span><\/strong><\/p>\n

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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span>\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u4ece\u590d\u6742\u795e\u7ecf\u52a8\u529b\u5b66\u5230\u7c7b\u8111\u4eba\u5de5\u667a\u80fd<\/strong><\/a><\/p>\n


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AI By Complexity\u8bfb\u4e66\u4f1a<\/strong>
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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>\u795e\u7ecf\u7cfb\u7edf\u7406\u89e3\uff1a\u4eba\u5de5\u667a\u80fd\u4e0e\u81ea\u7136\u5927\u8111\u4ea4\u96c6\u4e4b\u5904<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
2. <\/strong>KAN 1.0\u52302.0\uff1a\u6784\u5efa\u5168\u65b0\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\uff0c\u5f00\u521bAI+Science\u5927\u7edf\u4e00\u65b0\u8303\u5f0f<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
3. <\/strong>\u7b2c\u4e09\u4ee3\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff1a\u9762\u5411AI\u5e94\u7528\u7684\u8109\u51b2\u795e\u7ecf\u7f51\u7edc<\/a><\/strong><\/span><\/strong><\/strong><\/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
<\/strong>5. <\/strong>\u9f99\u5e74\u5927\u8fd0\u8d77\uff0c\u5b66\u4e60\u6b63\u5f53\u65f6\uff01\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/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\u590d\u6742\u7f51\u7edc\uff0c\u795e\u7ecf\u79d1\u5b66\uff0c\u4eba\u5de5\u667a\u80fd\uff0c\u795e\u7ecf\u7f51\u7edc \u8bba\u6587\u9898\u76ee\uff1aNetwork model with internal complexity bridges artificial intelligence and neuroscience \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/artic…<\/p>\n","protected":false},"author":0,"featured_media":53702,"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\/53710"}],"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=53710"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/53710\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/53702"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=53710"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=53710"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=53710"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=53710"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}