{"id":11705,"date":"2018-10-02T01:00:00","date_gmt":"2018-10-01T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%e8%ae%ba%e6%96%87%e9%80%9f%e9%80%92%ef%bc%9a%e4%bd%9c%e4%b8%ba%e5%a4%8d%e6%9d%82%e7%bd%91%e7%bb%9c%e7%9a%84%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%b3%bb%e7%bb%9f\/"},"modified":"2018-12-07T09:12:22","modified_gmt":"2018-12-07T01:12:22","slug":"%e8%ae%ba%e6%96%87%e9%80%9f%e9%80%92%ef%bc%9a%e4%bd%9c%e4%b8%ba%e5%a4%8d%e6%9d%82%e7%bd%91%e7%bb%9c%e7%9a%84%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=11705","title":{"rendered":"\u8bba\u6587\u901f\u9012\uff1a\u4f5c\u4e3a\u590d\u6742\u7f51\u7edc\u7684\u6df1\u5ea6\u5b66\u4e60\u7cfb\u7edf"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<section style=\"font-size: 16px;font-family: \u5fae\u8f6f\u96c5\u9ed1\">\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><img loading=\"lazy\" class=\"\" height=\"448.953px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma10-1538485207.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;text-align: center\"><span>\u6587\u672b\u9644\u8bba\u6587\u5730\u5740<\/span><\/p>\n<section class=\"mpa-template\">\n<section class=\"\">\n<section><span><strong><span>\u5bfc\u8bed<\/span><\/strong><\/span><\/section>\n<section>\n<section>\n<section>\n<p style=\"clear: both;min-height: 1em\"><span>\u9884\u5370\u672c\u8bba\u6587\u7f51\u7ad9Arxiv.org\u65e5\u524d\u6302\u51fa\u4e00\u7bc7\u9898\u4e3a\u201cDeep learning systems as complex networks\u201d\u7684\u8bba\u6587\uff0c\u4ee5\u6df1\u5ea6\u4fe1\u5ff5\u7f51\u7edc\u4e3a\u4f8b\uff0c\u8be6\u53d9\u4e86\u4e3a\u4ec0\u4e48<strong>\u7f51\u7edc\u79d1\u5b66\u662f\u63ed\u79d8\u6df1\u5ea6\u5b66\u4e60\u9ed1\u76d2\u7684\u91cd\u8981\u4e00\u6b65<\/strong>\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u6458\u8981<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u51ed\u501f\u5927\u578b\u6570\u636e\u96c6\u548c\u8d85\u5f3a\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u53ef\u4ee5\u901a\u8fc7\u591a\u5c42\u6b21\u7684\u62bd\u8c61\u6765\u5b66\u4e60\u6570\u636e\u8868\u5f81\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u8fd9\u4e9b\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u63a8\u8fdb\u4e86\u8bb8\u591a\u9887\u5177\u6311\u6218\u6027\u7684\u8ba4\u77e5\u4efb\u52a1\uff0c\u6bd4\u5982\u5bf9\u8c61\u8bc6\u522b\u3001\u8bed\u97f3\u5904\u7406\u3001\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u4e0e\u673a\u5668\u7ffb\u8bd1\u3002\u5c24\u5176\u662f\u6df1\u5ea6\u4fe1\u5ff5\u7f51\u7edc\uff08Deep Belief Networks\uff09\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u7c7b\u4f3c\u795e\u7ecf\u53ef\u5851\u6027\u539f\u7406\uff08hebbian theory\uff09\u7684\u5b66\u4e60\u673a\u5236\u627e\u51fa\u6570\u636e\u7684\u751f\u6210\u6a21\u578b\uff0c\u4ee5\u65e0\u76d1\u7763\u7684\u65b9\u5f0f\u53d1\u73b0\u5927\u578b\u6570\u636e\u96c6\u4e2d\u590d\u6742\u7684\u7edf\u8ba1\u7ed3\u6784\u3002<\/span><span>\u5c3d\u7ba1\u8fd9\u4e9b\u81ea\u7ec4\u7ec7\u7684\u795e\u7ecf\u7f51\u7edc\u7cfb\u7edf\u53ef\u4ee5\u5728\u7edf\u8ba1\u529b\u5b66\uff08statistical mechanisms\uff09\u6846\u67b6\u5185\u5f88\u5bb9\u6613\u88ab\u5f62\u5f0f\u5316\uff0c\u4f46\u5b83\u4eec\u4ecd\u7136\u662f\u9ed1\u7bb1\uff0c\u56e0\u4e3a\u5176\u53d1\u751f\u6d8c\u73b0\u7684\u52a8\u529b\u5b66\u65e0\u6cd5\u5206\u6790\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u590d\u6742\u7f51\u7edc\uff08complex networks\uff09\u6765\u7814\u7a76\u6df1\u5ea6\u4fe1\u5ff5\u7f51\u7edc\uff0c\u4ee5\u4fbf\u5bf9\u795e\u7ecf\u7f51\u7edc\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u7684\u8ba1\u7b97\u56fe\u7684\u7ed3\u6784\u548c\u529f\u80fd\u6027\u8d28\u6709\u6240\u4e86\u89e3\u3002<\/span><\/p>\n<\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span>\u5173\u952e\u8bcd<\/span><\/strong><span>\uff1a\u7f51\u7edc\u7406\u8bba\uff0c\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff0c\u6df1\u5ea6\u4fe1\u5ff5\u7f51\u7edc\uff0c\u591a\u5c42\u751f\u6210\u6a21\u578b\uff0c\u673a\u5668\u5b66\u4e60\uff0c\u56fe\u5206\u6790<\/span><\/p>\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u9644\u8bba\u6587\u56fe\u8868<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img loading=\"lazy\" class=\"\" height=\"204.594px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma10-1538485208.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>    <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u56fe1\uff1a\u51e0\u79cd\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u56fe\u7ed3\u6784\uff1aA.Hopfield\u7f51\u7edc\uff0c\u4e00\u79cd\u5168\u8fde\u63a5\u7684\u56fe\u7ed3\u6784\u3002B.\u73bb\u5c14\u5179\u66fc\u673a\uff0c\u5177\u6709\u4e24\u7ec4\u72ec\u7acb\u7684\u5168\u8fde\u63a5\u56fe\u7ed3\u6784\u5355\u5143\uff0c\u53ef\u89c1\u5c42\u795e\u7ecf\u5143v\u611f\u77e5\u8f93\u5165\u4fe1\u606f\uff0c\u9690\u85cf\u5c42\u795e\u7ecf\u5143h\u5219\u6355\u6349\u4ece\u6570\u636e\u4e2d\u89c2\u5bdf\u5230\u7684\u7ed3\u6784\u3002C.\u53d7\u9650\u73bb\u5c14\u5179\u66fc\u673a\uff0c\u53bb\u9664\u73bb\u5c14\u5179\u66fc\u673a\u7684\u5c42\u5185\u8fde\u63a5\uff0c\u5f62\u6210\u4e8c\u5206\u56fe\u7ed3\u6784\u3002<\/span><\/p>\n<\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img loading=\"lazy\" class=\"\" height=\"627.172px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma3-1538485208.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>    <\/span><\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u56fe2\uff1a\u4e00\u7ec4\u53d7\u9650\u73bb\u5c14\u5179\u66fc\u673a\u6784\u6210\u7684\u6df1\u5ea6\u4fe1\u5ff5\u7f51\u7edc\u7ed3\u6784<\/span><\/p>\n<\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img loading=\"lazy\" class=\"\" height=\"351.297px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma0-1538485209.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>    <\/span><\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u56fe3\uff1a\u9690\u85cf\u5c42\u795e\u7ecf\u5143\u4e2d\u51fa\u73b0\u56db\u4e2a\u4e0d\u540c\u611f\u53d7\u57df\uff08receptive fields\uff09\u7684\u4f8b\u5b50\u3002<\/span><\/p>\n<\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img loading=\"lazy\" class=\"\" height=\"279.859px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma2-1538485210.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u56fe4\uff1a\u8fb9\u6743\u91cd\u7684\u5206\u5e03\u3002A.\u521d\u59cb\u5316\u72b6\u6001\uff0c\u5b66\u4e60\u4e4b\u524d\u7684\u6574\u4e2a\u7f51\u7edc\u7684\u8fde\u8fb9\u6743\u91cd\u5206\u5e03\u3002B.\u5b66\u4e60MNIST\u624b\u5199\u6570\u636e\u4e4b\u540e\u6574\u4e2a\u7f51\u7edc\u7684\u8fb9\u6743\u91cd\u5206\u5e03\u3002C.\u5b66\u4e60\u81ea\u7136\u56fe\u50cf\u6570\u636e\u4e4b\u540e\u7684\u7f51\u7edc\u8fb9\u6743\u91cd\u5206\u5e03\u3002D\u3001E\u3001F\u5206\u522b\u662f\u5b66\u4e60MNIST\u540e\u53ef\u89c1\u5c42-\u9690\u85cf\u5c421\uff08v-h1\uff09\u3001\u9690\u85cf\u5c421-\u9690\u85cf\u5c422\uff08h1-h2\uff09\u3001\u9690\u85cf\u5c422-\u9690\u85cf\u5c423\uff08h2-h3\uff09\u7684\u8fb9\u6743\u91cd\u5206\u5e03\u3002<\/span><\/p>\n<\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img loading=\"lazy\" class=\"\" height=\"379.625px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma3-1538485210.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>    <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u56fe5\uff1a\u4eceMNIST\u624b\u5199\u6570\u636e\u96c6\u4e2d\u51fa\u73b0\u7b2c\u4e00\u4e2a\u9690\u85cf\u5c42\u7684\u611f\u53d7\u57df\u5206\u5c42\u805a\u7c7b\uff0c\u6811\u7ed3\u6784\u8868\u793a20\u4e2a\u7c07\u4e2d\u6bcf\u4e2a\u7c07\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u8f83\u5c0f\u7684\u503c\u8868\u793a\u66f4\u76f8\u4f3c\u7c7b\u578b\u7684\u611f\u53d7\u57df\u3002<\/span><\/p>\n<\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img loading=\"lazy\" class=\"\" height=\"351.109px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma1-1538485211.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>    <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u56fe6\uff1a\u4ece\u81ea\u7136\u56fe\u50cf\u6570\u636e\u96c6\u4e2d\u51fa\u73b0\u7b2c\u4e00\u4e2a\u9690\u85cf\u5c42\u7684\u611f\u53d7\u57df\u5206\u5c42\u805a\u7c7b\uff0c\u6811\u7ed3\u6784\u8868\u793a20\u4e2a\u7c07\u4e2d\u6bcf\u4e2a\u7c07\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u8f83\u5c0f\u7684\u503c\u8868\u793a\u66f4\u76f8\u4f3c\u7c7b\u578b\u7684\u611f\u53d7\u57df\u3002<\/span><\/p>\n<\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img loading=\"lazy\" class=\"\" height=\"493.219px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma1-1538485211-1.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>    <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u56fe7\uff1a\u4f7f\u7528MINST\u624b\u5199\u6570\u636e\u96c6\u7684\u6df1\u5ea6\u5b66\u4e60\u7cfb\u7edf\u7684\u5b50\u56fe\u5c5e\u6027\uff0c\u6bcf\u4e2a\u6570\u5b57\u8868\u793a\u76f8\u4f3c\u6027\u5b9a\u4e49\u7684\u201c\u529f\u80fd\u201d\u8282\u70b9\u7ec4\u76f8\u5e94\u7684\u611f\u53d7\u57df\u3002\u7b2c\u4e00\u5217\u7ea2\u8272\u8868\u793a\u5e73\u5747\u6700\u8fd1\u90bb\u5ea6\u4e0e\u5e73\u5747\u5ea6\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u7b2c\u4e8c\u5217\u84dd\u8272\u8868\u793a\u5e73\u5747\u5ea6\u5f3a\u5ea6\u4e0e\u5e73\u5747\u5ea6\u4e4b\u524d\u7684\u5173\u7cfb\uff0c\u7b2c\u4e09\u5217\u7eff\u8272\u8868\u793a\u5e73\u5747\u6b63\u8d1f\u5ea6\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u4e09\u884c\u5206\u522b\u5bf9\u5e94\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u4e0d\u540c\u7684\u5c42\u3002<\/span><\/p>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma9-1538485212.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px\">\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><span>\u56fe8\uff1a\u4f7f\u7528\u81ea\u7136\u56fe\u50cf<\/span><span>\u6570\u636e\u96c6\u7684\u6df1\u5ea6\u5b66\u4e60\u7cfb\u7edf\u7684\u5b50\u56fe\u5c5e\u6027\uff0c\u6bcf\u4e2a\u6570\u5b57\u8868\u793a\u76f8\u4f3c\u6027\u5b9a\u4e49\u7684\u201c\u529f\u80fd\u201d\u8282\u70b9\u7ec4\u76f8\u5e94\u7684\u611f\u53d7\u57df\u3002\u7b2c\u4e00\u5217\u7ea2\u8272\u8868\u793a\u5e73\u5747\u6700\u8fd1\u90bb\u5ea6\u4e0e\u5e73\u5747\u5ea6\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u7b2c\u4e8c\u5217\u84dd\u8272\u8868\u793a\u5e73\u5747\u5ea6\u5f3a\u5ea6\u4e0e\u5e73\u5747\u5ea6\u4e4b\u524d\u7684\u5173\u7cfb\uff0c\u7b2c\u4e09\u5217\u7eff\u8272\u8868\u793a\u5e73\u5747\u6b63\u8d1f\u5ea6\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/span><\/p>\n<\/p>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img loading=\"lazy\" class=\"\" height=\"442.25px\" width=\"612px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma4-1538485212.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>    <\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;text-align: center\"><span>\u56fe9\uff1a\u7b2c\u4e09\u4e2a\u9690\u85cf\u5c42\u7684\u4e00\u4e9b\u611f\u53d7\u57df\uff0c\u9ad8\u4eae\u4e86\u8bb8\u591a\u6b7b\u4ea1\u5355\u5143\u3002<\/span><\/p>\n<\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u672c\u6587\u7531\u6765\u81ea\u610f\u5927\u5229Padova\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u5b8c\u6210\u3002<\/span><span>\u66f4\u591a\u7cbe\u5f69\u5185\u5bb9\uff0c\u8bf7\u9605\u8bfb\u8bba\u6587\u539f\u6587\uff1a<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 14px\">https:\/\/arxiv.org\/abs\/1809.10941<span>\uff08\u53ef\u4e0b\u8f7d\uff09<\/span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 14px\"><span><\/span><\/span><\/p>\n<\/p>\n<blockquote>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u7f16\u8bd1\uff1a\u5218\u57f9\u6e90<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u7f16\u8f91\uff1a\u738b\u6021\u853a<\/span><\/p>\n<\/blockquote>\n<section class=\"mpa-template\">\n<\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u63a8\u8350\u9605\u8bfb<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: center;line-height: 2em\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247491079&amp;idx=1&amp;sn=7c79d43aa6580ee9b6dbedc0272e9f27&amp;chksm=e894448adfe3cd9c86e067875f362467cae493640fe642c0db8fb77b33f0bd8f8e9b734027b8&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;font-size: 14px;letter-spacing: 2px\"><strong><span style=\"font-size: 14px;letter-spacing: 2px\">\u7f51\u7edc\u79d1\u5b66\u5165\u95e8\u5fc5\u4fee\u8bfe\u2014\u2014\u5e42\u5f8b\u5206\u5e03 |<\/span><\/strong><\/a><\/p>\n<p style=\"text-align: center;line-height: 2em\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247491548&amp;idx=2&amp;sn=24add355ad977edba522b1916a1deab7&amp;chksm=e8944551dfe3cc471814bfe842d0fb9c81d67e3fd6a428b19d45071f44033e305233a8661ead&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;font-size: 14px;letter-spacing: 2px\"><strong><span style=\"font-size: 14px;letter-spacing: 2px\">Mark Newman \u7f51\u7edc\u79d1\u5b66\u7ecf\u5178\u6559\u6750\u518d\u7248<\/span><\/strong><\/a><\/p>\n<p style=\"text-align: center;line-height: 2em\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247489215&amp;idx=1&amp;sn=6c5889a1c86b4aa6261a1dd6c04d3427&amp;chksm=e8944c32dfe3c5243b735149fea1c38f7c536331785e52fe1ae06789d6f7f5ae8a7157593650&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;font-size: 14px;letter-spacing: 2px\"><strong><span style=\"font-size: 14px;letter-spacing: 2px\">\u5982\u4f55\u5229\u7528\u7f51\u7edc\u79d1\u5b66\u63a7\u5236\u79c0\u4e3d\u7ebf\u866b\u5927\u8111\uff1f<\/span><\/strong><\/a><\/p>\n<p style=\"text-align: center;line-height: 2em\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247488912&amp;idx=1&amp;sn=ff47202840ba1854f8d6d87cc8308252&amp;chksm=e8944f1ddfe3c60b20f7409db7a625db59c7b5792d72a79cc0ebc91bc699c18e8a04196f0744&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;font-size: 14px;letter-spacing: 2px\"><strong><span style=\"font-size: 14px;letter-spacing: 2px\">\u5c0f\u4e16\u754c\u7f51\u7edc | \u504f\u597d\u4f9d\u9644\u673a\u5236 | \u7f51\u7edc\u79d1\u5b6620\u5e74<\/span><\/strong><\/a><\/p>\n<p style=\"text-align: center;line-height: 2em\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247487778&amp;idx=1&amp;sn=c2e77ec93213c4c63f57a777ff10e368&amp;chksm=e8944bafdfe3c2b9d66544dafe7403159473e8c94fd3bc513f5300c353bcec49c0c0b69797af&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;font-size: 14px;letter-spacing: 2px\"><strong><span style=\"font-size: 14px;letter-spacing: 2px\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/span><\/strong><\/a><\/p>\n<section class=\"mpa-template\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u63a8\u8350\u8bfe\u7a0b<span><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma10-1538485213.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<section class=\"mpa-template\">\n<p><span>\u96c6\u667aAI\u5b66\u56ed\uff1a<\/span><\/p>\n<p><span>https:\/\/campus.swarma.org<\/span><\/p>\n<section class=\"mpa-template\">\n<p style=\"clear: both;min-height: 1em\">\n<hr>\n<p><img class=\"__bg_gif\" width=\"100%\" style=\"letter-spacing: 0.5px;height: auto !important;width: 64px !important\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma5-1538485214.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"clear: both;min-height: 1em\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px\">\n<section>\n<p><strong><span>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n<p><strong><span>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;font-size: 16px;line-height: 1.75em\"><strong><strong><span><span>\u25c6<\/span><span>\u25c6<\/span><span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p><span><strong><span style=\"font-size: 14px\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<p><span><strong><span style=\"font-size: 14px\"><\/span><\/strong><\/span><\/p>\n<p><span><strong><span style=\"font-size: 14px\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section>\n<p><img class=\"\" width=\"auto\" style=\"height: auto !important;width: auto !important\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/10\/swarma8-1538485214.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<\/section>\n<p style=\"clear: both;min-height: 1em\"><span style=\"font-size: 14px\">\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<blockquote class='keep-source'>\n<p>\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08                         \u96c6\u667a\u4ff1\u4e50\u90e8                      \uff09\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?timestamp=1538485204&amp;src=3&amp;ver=1&amp;signature=kjGtKt4BAhRonK6BgcpAkOZesjWWWzQlryh2nGRmMVWnrh4CeJT*OycxKxTwRU1TkBjqovzF2Hn38jsu42AsLwLoIACZ6npiTpTlAsLi33NEl6MZiDOENdO07OylXpCGlfv06DpsfTH5eZbuxSAsIuOqtMXLEzI58vnbZJmfTjg=\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u672b\u9644\u8bba\u6587\u5730\u5740 \u5bfc\u8bed \u9884\u5370\u672c\u8bba\u6587\u7f51\u7ad9Arxiv.org\u65e5\u524d\u6302\u51fa\u4e00\u7bc7\u9898\u4e3a\u201cDeep learning systems as complex networks\u201d\u7684\u8bba\u6587\uff0c\u4ee5\u6df1\u5ea6\u4fe1\u5ff5\u7f51\u7edc\u4e3a\u4f8b\uff0c\u8be6\u53d9\u4e86\u4e3a\u4ec0\u4e48\u7f51\u7edc\u79d1\u5b66\u662f\u63ed\u79d8\u6df1\u5ea6\u5b66\u4e60\u9ed1\u76d2\u7684\u91cd\u8981\u4e00\u6b65\u3002 \u6458\u8981 \u51ed\u501f\u5927\u578b\u6570\u636e\u96c6\u548c\u8d85\u5f3a\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u53ef\u4ee5\u901a\u8fc7\u591a\u5c42\u6b21&#8230;<\/p>\n","protected":false},"author":1,"featured_media":11706,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19,22],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/11705"}],"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=11705"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/11705\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/11706"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11705"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11705"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11705"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=11705"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}