{"id":49515,"date":"2024-04-06T21:57:40","date_gmt":"2024-04-06T13:57:40","guid":{"rendered":"https:\/\/swarma.org\/?p=49515"},"modified":"2024-04-06T21:57:40","modified_gmt":"2024-04-06T13:57:40","slug":"nat-commun-%e9%80%9f%e9%80%92%ef%bc%9a%e5%82%a8%e5%b1%82%e8%ae%a1%e7%ae%97%e7%9a%84%e6%96%b0%e6%9c%ba%e9%81%87%e4%b8%8e%e6%8c%91%e6%88%98","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=49515","title":{"rendered":"Nat.Commun.\u901f\u9012\uff1a\u50a8\u5c42\u8ba1\u7b97\u7684\u65b0\u673a\u9047\u4e0e\u6311\u6218"},"content":{"rendered":"
\n
\n
\n
\n

<\/p>\n


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

\u5173\u952e\u8bcd\uff1a\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\uff0c\u50a8\u5c42\u8ba1\u7b97\uff0c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc<\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/p>\n


<\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/p>\n<\/section>\n

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


<\/p>\n

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

\n
\n
\n
\n
\u8bba\u6587\u9898\u76ee\uff1aEmerging opportunities and challenges for the future of reservoir computing<\/span><\/section>\n
\u8bba\u6587\u671f\u520a\uff1aNature Communications<\/em>
<\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-024-45187-1<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

<\/section>\n
\u867d\u7136\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u5728\u8bb8\u591a\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u7a81\u7834\uff0c\u4f46\u8fd9\u4e9b\u65b9\u6cd5\u5f80\u5f80\u4f9d\u8d56\u4e8e\u5e9e\u5927\u4e14\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u5e26\u6765\u4e86\u4e0d\u5c0f\u6311\u6218\u3002\u56e0\u6b64\uff0c\u6025\u9700\u5bfb\u627e\u5c0f\u5de7\u3001\u8f7b\u91cf\u7ea7\u5e76\u80fd\u5feb\u901f\u63a8\u7406\u53ca\u9002\u5e94\u65b0\u73af\u5883\u7684\u6a21\u578b\u3002\u4f5c\u4e3a\u4e00\u79cd\u53ef\u80fd\u66ff\u6362\u5f53\u524d\u6df1\u5ea6\u5b66\u4e60\u8303\u5f0f\u7684\u8d8b\u52bf, \u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\u5f15\u8d77\u5e7f\u6cdb\u5173\u6ce8\u3002\u5176\u76ee\u6807\u662f\u5f00\u53d1\u51fa\u529f\u8017\u8fdc\u4f4e\u4e8e\u57fa\u4e8e\u6676\u4f53\u7ba1\u7535\u8def\u8bbe\u8ba1\u539f\u5219\u4e0b\u73b0\u5b58\u8ba1\u7b97\u673a\u7cfb\u7edf\uff0c\u5e76\u6452\u5f03\u4f20\u7edf\u51af\u00b7\u8bfa\u4f9d\u66fc\u67b6\u6784\uff0c\u4ece\u751f\u7269\u53ca\u7269\u7406\u539f\u7406\u83b7\u53d6\u7075\u611f\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u6700\u8fd1\u53d1\u8868\u4e8eNature Communications<\/em>\u7684\u4e00\u9879\u7814\u7a76\uff0c\u68b3\u7406\u50a8\u5c42\u8ba1\u7b97<\/span>\uff08Reservoir Computing, RC\uff09<\/span>\u7684\u7814\u7a76\u8fdb\u5c55\u3002\u50a8\u5c42\u8ba1\u7b97\u4f5c\u4e3a\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\u7684\u4e00\u4e2a\u91cd\u8981\u5206\u652f\uff0c\u5728\u8fc7\u53bb\u4e8c\u5341\u5e74\u4e2d\u53d6\u5f97\u660e\u663e\u8fdb\u5c55\u3002\u8fd9\u7c7b\u6a21\u578b\u5229\u7528\u56fa\u5b9a\u4e14\u968f\u673a\u751f\u6210\u7684\u8f83\u5c0f\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u2014\u2014\u4e5f\u5c31\u662f\u201c\u50a8\u5c42\u201d\uff0c\u901a\u8fc7\u5176\u4e0e\u8f93\u5165\u4fe1\u53f7\u7684\u4ea4\u4e92\u4ea7\u751f\u4e30\u5bcc\u7684\u52a8\u6001\u54cd\u5e94\uff0c\u53ea\u9700\u8bad\u7ec3\u8f93\u51fa\u5c42\u6765\u8bfb\u53d6\u8fd9\u4e9b\u54cd\u5e94\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5927\u5e45\u51cf\u5c11\u4e86\u53c2\u6570\u7a7a\u95f4\u548c\u8ba1\u7b97\u8d1f\u62c5\uff0c\u4f7f\u5f97\u50a8\u5c42\u8ba1\u7b97\u6210\u4e3a\u5904\u7406\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4ee5\u53ca\u975e\u7ebf\u6027\u7cfb\u7edf\u5efa\u6a21\u7b49\u4efb\u52a1\u7684\u826f\u597d\u9009\u62e9\u3002<\/span><\/section>\n

<\/section>\n
\u7814\u7a76\u56e2\u961f\u7efc\u5408\u8003\u91cf\u7406\u8bba\u3001\u7b97\u6cd5\u548c\u5b9e\u9a8c\u7ed3\u679c\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a\u6574\u4f53\u6027\u7684\u50a8\u5c42\u8ba1\u7b97\u65b9\u6cd5\u8bba\uff0c\u610f\u56fe\u7f29\u5c0f\u5f53\u524d\u7814\u7a76\u4e0e\u5de5\u4e1a\u5e94\u7528\u4e4b\u95f4\u5b58\u5728\u7684\u5dee\u8ddd\u3002\u5c3d\u7ba1\u50a8\u5c42\u8ba1\u7b97\u5728\u7406\u8bba\u548c\u8bd5\u9a8c\u65b9\u9762\u53d6\u5f97\u663e\u8457\u6210\u679c\uff0c\u4f46\u5176\u5728\u5de5\u4e1a\u754c\u5e7f\u6cdb\u5e94\u7528\u5374\u76f8\u5bf9\u6709\u9650\uff0c\u4e3b\u8981\u539f\u56e0\u662f\u7f3a\u4e4f\u80fd\u591f\u5e7f\u6cdb\u5904\u7406\u5b9e\u9645\u95ee\u9898\u7684\u201c\u6740\u624b\u7ea7\u201d\u5e94\u7528\u3002<\/span><\/section>\n

<\/section>\n
<\/section>\n
\u56fe1 \u50a8\u5c42\u8ba1\u7b97\u7814\u7a76\u7684\u91cc\u7a0b\u7891\uff0c\u5305\u62ec\u7cfb\u7edf\u548c\u7b97\u6cd5\u8bbe\u8ba1\u3001\u7406\u8bba\u3001\u5b9e\u9a8c\u5b9e\u73b0\u4ee5\u53ca\u5e94\u7528\u3002<\/span><\/section>\n

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

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

\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/p>\n

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


<\/p>\n

\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


<\/p>\n


<\/span><\/section>\n
\u200d<\/span>\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
1. <\/strong>PNAS\u901f\u9012\uff5c\u7b2c\u56db\u4ee3\u795e\u7ecf\u7f51\u7edc\uff1a\u6811\u7a81\u8ba1\u7b97\u6a21\u578b<\/a><\/strong><\/span><\/strong><\/section>\n
2. <\/strong>PNAS\u901f\u9012\uff1a\u795e\u7ecf\u7f51\u7edc\u5f02\u8d28\u6027\u63a7\u5236\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97<\/a><\/strong><\/span><\/strong><\/section>\n
3.<\/strong> Nat. Commun. \u901f\u9012\uff1a\u7ed3\u5408\u795e\u7ecf\u5143\u4eff\u771f\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u57fa\u4e8eGPU\u7684\u8ba1\u7b97\u6846\u67b6<\/a><\/a><\/strong><\/strong><\/strong><\/span><\/section>\n
<\/strong><\/strong><\/strong><\/section>\n
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
<\/strong><\/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><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/strong><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n


<\/p>\n


<\/p>\n

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

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

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

\u5173\u952e\u8bcd\uff1a\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\uff0c\u50a8\u5c42\u8ba1\u7b97\uff0c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc \u8bba\u6587\u9898\u76ee\uff1aEmerging opportunities and challenges for the future of reservoir computing \u8bba\u6587\u671f\u520a\uff1aNature Communications \u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.na…<\/p>\n","protected":false},"author":0,"featured_media":49511,"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\/49515"}],"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=49515"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/49515\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/49511"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=49515"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=49515"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=49515"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=49515"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}