{"id":45442,"date":"2023-09-28T18:11:30","date_gmt":"2023-09-28T10:11:30","guid":{"rendered":"https:\/\/swarma.org\/?p=45442"},"modified":"2023-09-28T18:11:30","modified_gmt":"2023-09-28T10:11:30","slug":"pnas-%e9%80%9f%e9%80%92%ef%bc%9a%e5%9f%ba%e4%ba%8e%e8%84%91%e5%90%af%e5%8f%91%e7%9a%84%e8%84%89%e5%86%b2%e7%a5%9e%e7%bb%8f%e7%bd%91%e7%bb%9c%e7%a5%9e%e7%bb%8f%e5%9b%9e%e8%b7%af%e6%bc%94%e5%8c%96","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=45442","title":{"rendered":"PNAS \u901f\u9012\uff1a\u57fa\u4e8e\u8111\u542f\u53d1\u7684\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u795e\u7ecf\u56de\u8def\u6f14\u5316"},"content":{"rendered":"
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\u8bba\u6587\u6807\u9898\uff1aBrain-inspired neural circuit evolution for spiking neural networks<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/section>\n
\u6591\u56fe\u94fe\u63a5\uff1ahttps:\/\/pattern.swarma.org\/paper\/99c4719a-5811-11ee-813d-0242ac17000d<\/span><\/section>\n
\u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2218173120<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u5728\u751f\u7269\u795e\u7ecf\u7cfb\u7edf\u4e2d\uff0c\u4e0d\u540c\u795e\u7ecf\u5143\u80fd\u591f\u81ea\u7ec4\u7ec7\u5f62\u6210\u4e0d\u540c\u7684\u795e\u7ecf\u56de\u8def\uff0c\u4ee5\u5b9e\u73b0\u5404\u79cd\u8ba4\u77e5\u529f\u80fd\uff0c\u7136\u800c\uff0c\u5f53\u524d\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u8bbe\u8ba1\u8303\u5f0f\u662f\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u5bfc\u51fa\u7684\u7ed3\u6784\u3002\u8fd9\u4e9b\u7ed3\u6784\u4e3b\u8981\u7531\u524d\u9988\u8fde\u63a5\u4e3b\u5bfc\uff0c\u6ca1\u6709\u8003\u8651\u5230\u4e0d\u540c\u7c7b\u578b\u7684\u795e\u7ecf\u5143\uff0c\u8fd9\u6781\u5927\u5730\u963b\u788d\u4e86\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u5728\u590d\u6742\u4efb\u52a1\u4e0a\u5b9e\u73b0\u5176\u6f5c\u529b\uff0c\u5982\u4f55\u5c06\u751f\u7269\u795e\u7ecf\u56de\u8def\u7684\u4e30\u5bcc\u52a8\u6001\u7279\u6027\u5e94\u7528\u4e8e\u5efa\u6a21\u5f53\u524d\u8109\u51b2\u795e\u7ecf\u7f51\u7edc<\/span>\uff08Spiking Neural Networks, SNNs\uff09<\/span>\u7684\u7ed3\u6784\u4ecd\u662f\u4e00\u4e2a\u6311\u6218\u3002<\/span><\/section>\n

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\u56fe1. A\uff09\u795e\u7ecf\u7ed3\u6784\u7684\u6f14\u5316\u8fc7\u7a0b\u3002\u795e\u7ecf\u5143\u4e4b\u95f4\u5b58\u5728\u5bc6\u96c6\u7684\u521d\u59cb\u5316\u8fde\u63a5\uff0c\u8fd9\u4e9b\u8fde\u63a5\u6839\u636e\u5c40\u90e8\u795e\u7ecf\u6d3b\u52a8\u4e0d\u65ad\u53d8\u5316\u3002B\uff09\u4e0d\u540c\u7535\u8def\u7684\u793a\u610f\u56fe\u3002C\uff09\u7531NeuEvo\u83b7\u5f97\u7684\u7535\u8def\u793a\u4f8b\u3002\u795e\u7ecf\u5143a\u3001b\u548cc\u5f62\u6210\u524d\u5411\u5174\u594b\uff0c\u4fe1\u606f\u7531\u795e\u7ecf\u5143a\u8fdb\u884c\u7ef4\u5ea6\u589e\u5f3a\uff0c\u7136\u540e\u5206\u5e03\u5230b\u548cc\u3002\u795e\u7ecf\u5143b\u3001d\u548ce\u5f62\u6210\u524d\u5411\u6291\u5236\uff1b\u795e\u7ecf\u5143c\u548cg\u5f62\u6210\u53cd\u9988\u6291\u5236\uff1b\u795e\u7ecf\u5143b\u3001c\u548ce\u5f62\u6210\u4fa7\u5411\u6291\u5236\u3002NeuEvo\u53ef\u4ee5\u81ea\u52a8\u6784\u5efa\u5305\u542b\u591a\u4e2a\u57fa\u672c\u7535\u8def\u7684\u590d\u6742\u7535\u8def\uff0c\u4ee5\u5b9e\u73b0\u9ad8\u6548\u7684\u4fe1\u606f\u5904\u7406\u3002<\/span><\/p>\n


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\u901a\u8fc7\u4f7f\u7528\u6f14\u5316\u7684\u795e\u7ecf\u56de\u8def\uff0c\u4f5c\u8005\u6784\u5efa\u4e86\u7528\u4e8e\u56fe\u50cf\u5206\u7c7b\u548c\u5f3a\u5316\u5b66\u4e60\u4efb\u52a1\u7684SNNs\u3002\u4f7f\u7528\u8111\u542f\u53d1\u7684\u795e\u7ecf\u56de\u8def\u8fdb\u5316\u7b56\u7565\uff08NeuEvo\uff09\u548c\u4e30\u5bcc\u7684\u795e\u7ecf\u56de\u8def\u7c7b\u578b\uff0c\u6f14\u5316\u51fa\u7684SNNs\u6781\u5927\u5730\u589e\u5f3a\u4e86\u611f\u77e5\u548c\u5f3a\u5316\u5b66\u4e60\u4efb\u52a1\u7684\u80fd\u529b<\/strong>\u3002NeuEvo\u5728CIFAR10\u3001DVS-CIFAR10\u3001DVS-Gesture\u548cN-Caltech101\u6570\u636e\u96c6\u4e0a\u5b9e\u73b0\u4e86\u6700\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u5e76\u5728ImageNet\u4e0a\u5b9e\u73b0\u4e86\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u7ed3\u5408\u5728\u7ebf\u548c\u79bb\u7ebf\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u5b83\u5b9e\u73b0\u4e86\u4e0e\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u76f8\u5f53\u7684\u6027\u80fd\u3002<\/span><\/section>\n

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\u56fe2 NeuEvo\u81ea\u52a8\u6784\u5efa\u7684SNNs\u6027\u80fd\u66f4\u4f73\u3002<\/span><\/section>\n

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NeuroAI\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/p>\n

NeuroAI \u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u63a2\u7d22\u795e\u7ecf\u79d1\u5b66\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u524d\u6cbf\u4ea4\u53c9\u9886\u57df<\/a><\/span><\/strong>
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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n

\u200d<\/span>1. <\/strong>Nat. Commun. \u901f\u9012\uff1a\u5f15\u5165\u6811\u7a81\u72b6\u7ed3\u6784\uff0c\u5c06\u6811\u7a81\u7ed3\u6784\u6574\u5408\u8fdb\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u4e2d<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
2.<\/strong> PNAS\u65b0\u7814\u7a76\u63ed\u793a\u795e\u7ecf\u7cfb\u7edf\u6297\u566a\u80fd\u529b\u4ece\u4f55\u800c\u6765<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong><\/strong>Nat.Commun.\u901f\u9012\uff1a\u79bb\u4f53\u795e\u7ecf\u7ec6\u80de\u7f51\u7edc\u201c\u6253\u4e52\u4e53\u7403\u201d\u65f6\u7684\u4e34\u754c\u52a8\u529b\u5b66<\/a><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n
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4. <\/strong><\/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><\/strong>\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/a><\/span><\/strong><\/strong><\/strong><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n

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

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\u5173\u952e\u8bcd\uff1a\u751f\u7269\u795e\u7ecf\u7cfb\u7edf\uff0c\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\uff0c\u81ea\u7ec4\u7ec7\uff0c\u7f51\u7edc\u6f14\u5316\uff0c\u5f3a\u5316\u5b66\u4e60 \u8bba\u6587\u6807\u9898\uff1aBrain-inspired neural circuit evolution for spiking neural networks \u8bba\u6587\u6765\u6e90\uff1aPNAS \u6591\u56fe\u94fe\u63a5\uff1ahttps:\/\/pattern.swarma.org\/pap…<\/p>\n","protected":false},"author":0,"featured_media":45438,"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\/45442"}],"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=45442"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/45442\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/45438"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45442"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=45442"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=45442"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=45442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}