{"id":5369,"date":"2017-05-20T01:00:00","date_gmt":"2017-05-19T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-11T14:50:12","modified_gmt":"2018-12-11T06:50:12","slug":"%e9%80%8f%e8%a7%86%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%ef%bc%8c%e7%95%85%e6%83%b3%e6%9c%aa%e6%9d%a5%e5%ba%94%e7%94%a8-ai%e8%a7%86%e9%87%8e%ef%bc%88%e4%ba%8c%ef%bc%89-%e5%bc%a0","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=5369","title":{"rendered":"\u900f\u89c6\u6df1\u5ea6\u5b66\u4e60\uff0c\u7545\u60f3\u672a\u6765\u5e94\u7528\u2014\u2014AI\u89c6\u91ce\uff08\u4e8c\uff09| \u5f20\u6c5f"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<section  style=\"display: none; height: 0px;\"><\/section>\n<p style=\"white-space: normal;\"><img class=\"\"      width=\"100%\" style=\"color: rgb(62, 62, 62); font-size: 16px; text-align: center; background-color: rgb(255, 255, 255); width: 670px; visibility: visible !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534232304.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<blockquote style=\"font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255);\">\n<p style=\"margin: 10px 0.5em; letter-spacing: 0.5px;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 13px;\">\u5f20\u6c5f&nbsp;<\/span><\/strong><\/span><span style=\"font-size: 13px;\">\u5317\u4eac\u5e08\u8303\u5927\u5b66\u526f\u6559\u6388\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u3001AI\u5b66\u56ed\u521b\u59cb\u4eba\uff0c\u817e\u8baf\u7814\u7a76\u9662\u3001\u963f\u91cc\u7814\u7a76\u9662\u3001\u7f51\u7edc\u667a\u5e93\u4e13\u5bb6\u3001\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\u4e0e\u5e03\u9053\u5e08\u3002<\/span><\/p>\n<\/blockquote>\n<section  class=\"mpa-template\"  style=\"white-space: normal;\">\n<section donone=\"shifuMouseDownCard(&#39;shifu_c_029&#39;)\" label=\"Copyright Reserved by PLAYHUDONG.\" style=\"margin-top: 1em; margin-bottom: 1em; color: rgb(123, 12, 0); font-size: 16px; line-height: 25.6px; border-width: 0px; border-style: none; background-color: rgb(255, 255, 255); border-color: rgb(123, 12, 0); overflow-wrap: break-word !important;\">\n<p style=\"margin-top: 10px; margin-left: 1em; line-height: 1.4; border-color: rgb(123, 12, 0); overflow-wrap: break-word !important;\"><span style=\"font-size: 14px; border-color: rgb(123, 12, 0); color: rgb(255, 255, 255); overflow-wrap: break-word !important;\"><strong style=\"border-color: rgb(123, 12, 0); overflow-wrap: break-word !important;\"><span style=\"padding: 0.2em 0.5em; border-color: rgb(123, 12, 0); font-weight: inherit; text-decoration: inherit; border-radius: 0.3em; text-align: center; background-color: rgb(123, 12, 0); overflow-wrap: break-word !important;\">\u5bfc\u8bed<\/span><\/strong><\/span><\/p>\n<section class=\"\" style=\"margin-top: -0.7em; border-width: 1px; border-style: solid; border-color: rgb(123, 12, 0); border-radius: 0.4em; font-size: 1em; overflow-wrap: break-word !important;\">\n<section style=\"padding: 1.4em 1em 1em; border-color: rgb(123, 12, 0); overflow-wrap: break-word !important;\">\n<section style=\"font-size: 1em; font-weight: inherit; text-align: inherit; text-decoration: inherit; border-color: rgb(123, 12, 0); overflow-wrap: break-word !important;\">\n<p style=\"line-height: 2em;\"><span style=\"color: rgb(136, 136, 136); font-size: 13px; font-weight: inherit; text-align: inherit; text-decoration: inherit;\">\u4eba\u5de5\u667a\u80fd\u771f\u7684\u6765\u4e86\uff01<\/span><\/p>\n<p style=\"line-height: 2em;\"><span style=\"color: rgb(136, 136, 136); font-size: 13px; font-weight: inherit; text-align: inherit; text-decoration: inherit;\">\u6709\u4eba\u8bf4\uff0c\u8fd9\u4e5f\u8bb8\u4f1a\u662f\u4eba\u7c7b\u5386\u53f2\u4e0a\u7684\u6700\u540e\u4e00\u6b21\u9769\u547d\uff01\u6240\u6709\u4eba\u90fd\u5e0c\u671b\u80fd\u591f\u4e58\u4e0aAI\u8fd9\u6761\u5de8\u9f99\uff0c\u8de8\u5165\u672a\u6765\u3002\u7136\u800c\uff0c\u5728\u884c\u52a8\u4e4b\u524d\u6700\u597d\u8fd8\u662f\u5148\u505a\u597d\u51c6\u5907\uff0c\u6211\u4eec\u5fc5\u987b\u5177\u5907\u4e0eAI\u540c\u6837\u9ad8\u3001\u540c\u6837\u5e7f\u9614\u7684\u89c6\u91ce\uff0c\u5426\u5219\u6211\u4eec\u8fd8\u6ca1\u722c\u4e0a\u9f99\u80cc\u5c31\u4f1a\u88ab\u5b83\u6454\u6b7b\u3002\u4e8e\u662f\uff0c\u6211\u5199\u4e0b\u4e86\u201cAI\u89c6\u91ce\u201d\u8fd9\u4e2a\u7cfb\u5217\u6587\u7ae0\uff0c\u5e0c\u671b\u5b83\u4eec\u80fd\u591f\u501f\u5404\u4f4d\u770b\u5b98\u4e00\u53cc\u6167\u773c\u2026\u2026<\/span><\/p>\n<p style=\"line-height: 2em;\"><span style=\"text-decoration: underline; font-size: 13px; color: rgb(136, 136, 136);\"><strong><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485677&amp;idx=1&amp;sn=c87541996d9f734390b9c6b2ab9abde5&amp;chksm=e8945260dfe3db76d5839523786f649d4fe7222f7f2a3a35be5775e3dc8d032a4bffb1544eeb&amp;scene=21#wechat_redirect\" target=\"_blank\" data_ue_src=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485677&amp;idx=1&amp;sn=c87541996d9f734390b9c6b2ab9abde5&amp;chksm=e8945260dfe3db76d5839523786f649d4fe7222f7f2a3a35be5775e3dc8d032a4bffb1544eeb&amp;scene=21#wechat_redirect\" style=\"color: rgb(136, 136, 136);\">\uff08AI\u89c6\u91ce\u5bfc\u8bfb\u7bc7\uff1a\u63ea\u7740\u81ea\u5df1\u7684\u5934\u53d1\u9003\u79bb\u5730\u7403\uff09<\/a><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u5982\u679c\u8bf4AI\u662f\u6761\u5de8\u9f99\uff0c\u90a3\u4e48\uff0c\u6df1\u5ea6\u5b66\u4e60\u5c31\u662f\u8fd9\u6761\u9f99\u7684\u773c\u775b\uff0c\u7136\u800c\u6df1\u5ea6\u5b66\u4e60\u7a76\u7adf\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u5c3d\u7ba1\u73b0\u5728\u5bf9\u6df1\u5ea6\u5b66\u4e60\u7684\u62a5\u9053\u53ef\u4ee5\u8bf4\u662f\u94fa\u5929\u76d6\u5730\uff0c\u4f46\u8fd9\u4e9b\u6587\u7ae0\u8981\u4e48\u8fc7\u4e8e\u5c40\u9650\u5728\u7b97\u6cd5\u7684\u7ec6\u8282\uff0c\u8981\u4e48\u504f\u91cd\u4e8e\u67d0\u4e00\u9886\u57df\u7684\u5e94\u7528\u3002\u6ca1\u9519\uff0c\u4ece\u6280\u672f\u7684\u89d2\u5ea6\u6765\u8bf4\uff0c\u6df1\u5ea6\u5b66\u4e60\u4e0d\u8fc7\u662f\u4e00\u79cd\u6df1\u5c42\u6b21\u7684\u795e\u7ecf\u7f51\u7edc\uff1b\u4ece\u79d1\u5b66\u7684\u89d2\u5ea6\u8bf4\uff0c\u6df1\u5ea6\u5b66\u4e60\u5176\u5b9e\u662f\u4e00\u79cd\u8868\u5f81\u5b66\u4e60\u7b97\u6cd5\u3002\u7136\u800c\uff0c\u6211\u89c9\u5f97\u8fd9\u4e9b\u7406\u89e3\u867d\u7136\u90fd\u6ca1\u9519\uff0c\u4f46\u90fd\u8fc7\u4e8e\u72ed\u9698\u3002\u6211\u66f4\u611f\u5174\u8da3\u7684\u662f\u5982\u679c\u6211\u4eec\u5c06\u6df1\u5ea6\u5b66\u4e60\u8fd9\u6837\u4e00\u79cd\u6280\u672f\u653e\u5230\u4e00\u4e2a\u66f4\u5927\u7684\u793e\u4f1a\u80cc\u666f\u4e2d\u770b\uff0c\u5b83\u7a76\u7adf\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u8fd9\u5c31\u597d\u50cf\u5f53\u5e74\u7684\u4e92\u8054\u7f51\u9769\u547d\uff0c\u5982\u679c\u6211\u4eec\u4ec5\u4ec5\u4eceTCP\/IP\u534f\u8bae\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u662f\u5f88\u96be\u7406\u89e3\u4e3a\u4ec0\u4e48\u5171\u4eab\u5355\u8f66\u8fd9\u79cd\u5947\u8469\u5b58\u5728\u80fd\u591f\u5728\u4eca\u5929\u7684\u5927\u8857\u5c0f\u5df7\u5927\u884c\u5176\u9053\u3002\u53ea\u6709\u5f53\u6211\u4eec\u8ba4\u8bc6\u5230\uff0c\u4e92\u8054\u7f51\u5b9e\u9645\u4e0a\u5c31\u662f\u4e00\u79cd\u4fbf\u6377\u7684\u94fe\u63a5\u4e07\u7269\u7684\u5229\u5668\u7684\u65f6\u5019\uff0c\u6211\u4eec\u624d\u80fd\u770b\u61c2\u4e92\u8054\u7f51\u9769\u547d\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u540c\u6837\u7684\u9053\u7406\uff0c\u82e5\u60f3\u770b\u6e05\u6df1\u5ea6\u5b66\u4e60\u7684\u672c\u8d28\uff0c\u6211\u4eec\u5c31\u5fc5\u987b\u8df3\u51fa\u6280\u672f\u7ec6\u8282\uff0c\u4ece\u4e00\u79cd\u66f4\u5927\u7684\u89c6\u89d2\u53bb\u7406\u89e3\u6df1\u5ea6\u5b66\u4e60\u5728\u6574\u4e2a\u6280\u672f\u3001\u751a\u81f3\u793e\u4f1a\u751f\u6001\u80cc\u666f\u4e4b\u4e2d\u6240\u53d1\u6325\u7684\u4f5c\u7528\u3002\u8fd9\u7bc7\u6587\u7ae0\u5c31\u5c1d\u8bd5\u7740\u5e26\u9886\u8bfb\u8005\u8d70\u5165\u8fd9\u4e00\u66f4\u5927\u7684\u89c6\u89d2\u3002\u6211\u4eec\u9996\u5148\u5c06\u5386\u6570\u6700\u8fd1\u51e0\u5e74\u6df1\u5ea6\u5b66\u4e60\u53d6\u5f97\u7684\u7a81\u7834\u8fdb\u5c55\uff1b\u7136\u540e\u6211\u4eec\u7ed9\u51fa\u4e86\u672c\u7bc7\u6587\u7ae0\u7684\u6838\u5fc3\u89c2\u70b9\uff0c\u6df1\u5ea6\u5b66\u4e60\uff0c\u66f4\u786e\u5207\u5730\u8bf4\u662f<strong>\u6df1\u5ea6\u5b66\u4e60\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u91cd\u5ea6\u3001\u9ad8\u901a\u91cf\u7684\u8bed\u4e49\u94fe\u63a5\u5668<\/strong>\u3002\u5177\u5907\u4e86\u8fd9\u79cd\u8ba4\u8bc6\u4e4b\u540e\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5728\u62d3\u5c55\u6211\u4eec\u7684\u60f3\u8c61\u529b\uff0c\u521b\u9020\u51fa\u66f4\u591a\u7684\u5e94\u7528\u3002<\/span><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232304.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p><br  \/><\/p>\n<section  class=\"mpa-template\"  style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; letter-spacing: 0.5px;\">\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255);\"><img class=\"__bg_gif\"     width=\"100%\" style=\"visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534232304.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin: 10px 0.5em; white-space: normal; text-align: center; letter-spacing: 0.5px;\"><inherit><strong><span style=\"color: rgb(123, 12, 0);\">\u6df1\u5ea6\u5b66\u4e60\u7684\u8f89\u714c\u6218\u7ee9<\/span><\/strong><\/inherit><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><br  \/><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u9996\u5148\uff0c\u8ba9\u6211\u4eec\u5148\u6765\u770b\u770b\u6df1\u5ea6\u5b66\u4e60\u90fd\u7ed9\u6211\u4eec\u5e26\u6765\u4e86\u54ea\u4e9b\u7a81\u7834\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><inherit><inherit><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u6a21\u5f0f\u8bc6\u522b<\/span><\/strong><\/inherit><\/inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"border-bottom: 0px solid rgb(166, 154, 202); font-size: 13px;\">\u7531\u4e8e\u8fd9\u90e8\u5206\u5e94\u7528\u7684\u76f8\u5173\u62a5\u9053\u5f88\u591a\uff0c\u6211\u5c06\u4e00\u5e26\u800c\u8fc7\u3002\u5927\u6982\u57282006\u5e74\u5de6\u53f3\uff0c\u6df1\u5ea6\u5b66\u4e60\u9996\u5148\u5728\u8bed\u97f3\u548c\u56fe\u50cf\u7684\u8bc6\u522b\u4e0a\u53d6\u5f97\u4e86\u91cd\u5927\u7a81\u7834\uff0c\u51c6\u786e\u5ea6\u6709\u4e86\u5927\u5e45\u5ea6\u98d9\u5347\u3002\u5230\u4e86\u5927\u69822013\u5e74\u5de6\u53f3\uff0c\u968f\u7740RNN\u548cLSTM\u5728\u5bf9\u8bdd\u751f\u6210\u3001\u673a\u5668\u7ffb\u8bd1\u7b49\u4efb\u52a1\u4e2d\u7684\u5e94\u7528\uff0c\u4eba\u4eec\u5728\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u65b9\u9762\u4e5f\u6709\u4e86\u91cd\u5927\u7684\u8fdb\u6b65\u3002\u81f3\u6b64\uff0c\u6df1\u5ea6\u5b66\u4e60\u57fa\u672c\u5b8c\u6210\u4e86\u7b2c\u4e00\u6ce2\u521b\u65b0\u6d6a\u6f6e\u3002\u7136\u800c\uff0c\u76f8\u6bd4\u8f83\u8bed\u97f3\u548c\u56fe\u50cf\uff0c\u6df1\u5ea6\u5b66\u4e60\u5728\u81ea\u7136\u8bed\u8a00\u4e0a\u7684\u8fdb\u5c55\u5e76\u6ca1\u6709\u90a3\u4e48\u60ca\u8273\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"border-bottom: 0px solid rgb(166, 154, 202); font-size: 13px;\">\u63a5\u4e0b\u6765\uff0c\u8ba9\u6211\u4eec\u770b\u4e00\u770b\u6df1\u5ea6\u5b66\u4e60\u66f4\u6709\u521b\u610f\u7684\u5e94\u7528\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><inherit><inherit><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u770b\u56fe\u8bf4\u8bdd<\/span><\/strong><\/inherit><\/inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232304.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><span style=\"font-size: 13px;\">\u770b\u56fe\u8bf4\u8bdd\uff08\u7ed9\u56fe\u7247\u52a0\u63cf\u8ff0\u4fe1\u606f\uff09\u662f\u4e00\u4e2a\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u5e94\u7528\uff0c\u901a\u8fc7\u5728\u6280\u672f\u4e0a\u6574\u5408CNN\u548cRNN\u8fd9\u4e24\u79cd\u4e0d\u540c\u67b6\u6784\uff0c\u7f51\u7edc\u53ef\u4ee5\u50cf\u4eba\u7c7b\u5c0f\u5b69\u4e00\u6837\u770b\u61c2\u56fe\u7247\uff0c\u5e76\u8f93\u51fa\u76f8\u5e94\u7684\u6587\u672c\u63cf\u8ff0\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><inherit><inherit><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u8bfb\u5507\u8bc6\u97f3<\/span><\/strong><\/inherit><\/inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">DeepMind\u56e2\u961f\u4e0d\u6127\u662f\u5168\u7403\u6700\u5389\u5bb3\u7684\u4eba\u5de5\u667a\u80fd\u56e2\u961f\uff08\u6050\u6015\u6ca1\u6709\u4e4b\u4e00\uff09\uff0c\u4ed6\u4eec\u4e0d\u4ec5\u5728\u7406\u8bba\u5de5\u4f5c\u4e0a\u8868\u73b0\u975e\u51e1\uff08AlphaGo\u3001\u673a\u5668\u6253\u6e38\u620f\uff09\uff0c\u4e5f\u662f\u5e94\u7528\u65b9\u9762\u7684\u9ad8\u624b\u3002\u6bd4\u5982\uff0c\u8bfb\u5507\u8bc6\u97f3\u8fd9\u4e2a\u5e94\u7528\u5c31\u975e\u5e38\u6709\u521b\u610f\u3002\u4ed6\u4eec\u628aGoogle\u7684\u795e\u7ecf\u7ffb\u8bd1\u673a\u5e94\u7528\u5728\u4e86\u5507\u8bed\u8fd9\u6837\u4e00\u79cd\u6781\u5176\u7279\u6b8a\u7684\u8bed\u8a00\u4e0a\uff0c\u6700\u7ec8\u5bfc\u81f4\u4e86\u673a\u5668\u7684\u8bc6\u522b\u51c6\u786e\u7387\u9ad8\u8fbe50%\u5de6\u53f3\uff0c\u8fdc\u8d85\u8fc7\u4eba\u7c7b\u8bfb\u5507\u4e13\u5bb6\u768425%\u51c6\u786e\u5ea6\u3002<\/span><\/p>\n<p style=\"white-space: normal; text-align: center; line-height: 2em;\"><img     src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534232305.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><inherit><inherit><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u751f\u6210\u4efb\u52a1<\/span><\/strong><\/inherit><\/inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><\/inherit><inherit><span style=\"font-size: 13px;\">\u8fd1\u671f\u7684\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u70ed\u70b9\u4ece\u8bc6\u522b\u8f6c\u5230\u4e86\u751f\u6210\u4efb\u52a1\u3002\u65e0\u8bba\u662f\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u8bed\u97f3\u5408\u6210\uff08\u73b0\u5728\u7684\u6ef4\u6ef4\u6253\u8f66\u5c31\u5728\u5229\u7528\u79d1\u5927\u8baf\u98de\u7684\u8bed\u97f3\u751f\u6210\u6280\u672f\u5408\u6210\u4e86\u90ed\u5fb7\u7eb2\u3001\u6797\u5fd7\u73b2\u7684\u58f0\u97f3\uff09\uff0c\u8fd8\u662f\u88abYann LeCun\u8a89\u4e3a\u201c\u8fd1\u5341\u5e74\u673a\u5668\u5b66\u4e60\u9886\u57df\u6700\u6709\u8da3\u7684\u4e8b\u60c5\u201d\u7684<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=3&amp;sn=6a5550ee6858f3f7d1b2043ed4164e22&amp;chksm=e89452bddfe3dbab5d478740666e1a00c7ee66959db666f50ad03cee50bc55dd4e4aba419d6d&amp;scene=21#wechat_redirect\" target=\"_blank\" data_ue_src=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=3&amp;sn=6a5550ee6858f3f7d1b2043ed4164e22&amp;chksm=e89452bddfe3dbab5d478740666e1a00c7ee66959db666f50ad03cee50bc55dd4e4aba419d6d&amp;scene=21#wechat_redirect\"><span style=\"font-size: 13px;\">GAN\uff08Generated Adversial Network\uff0c\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff09<\/span><\/a><span style=\"font-size: 13px;\">\uff0c\u5b83\u4eec\u90fd\u53ef\u4ee5\u770b\u4f5c\u662f\u6570\u636e\u751f\u6210\u7684\u65b9\u6cd5\u7a81\u7834\u3002\u5982\u56fe\u6240\u793a\uff0cGAN\u7b97\u6cd5\u53ef\u4ee5\u5c06\u89c6\u9891\u4e2d\u7684\u4e00\u5339\u9a8f\u9a6c\u77ac\u95f4\u53d8\u6210\u6591\u9a6c\uff0c\u5b83\u8fd8\u80fd\u6839\u636e\u4e00\u4e2a\u8f6e\u5ed3\u800c\u81ea\u52a8\u586b\u5145\u5176\u4e2d\u7684\u5185\u5bb9\uff0c\u751a\u81f3\u8fd8\u53ef\u4ee5\u6839\u636e\u4e00\u6bb5\u8bdd\u7684\u63cf\u8ff0\uff0c\u800c\u751f\u6210\u76f8\u5e94\u7684\u56fe\u7247\u3002<\/span><\/inherit><inherit><\/inherit><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=3&amp;sn=6a5550ee6858f3f7d1b2043ed4164e22&amp;chksm=e89452bddfe3dbab5d478740666e1a00c7ee66959db666f50ad03cee50bc55dd4e4aba419d6d&amp;scene=21#wechat_redirect\" target=\"_blank\" data_ue_src=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=3&amp;sn=6a5550ee6858f3f7d1b2043ed4164e22&amp;chksm=e89452bddfe3dbab5d478740666e1a00c7ee66959db666f50ad03cee50bc55dd4e4aba419d6d&amp;scene=21#wechat_redirect\"><\/a><\/p>\n<p style=\"white-space: normal; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=2&amp;sn=02dfc6390193217423f0179fdd8558c8&amp;chksm=e89452bddfe3dbab558a8150fdb7244b3697a77384e93d224dece1d38bcddcdc9ccecc307b92&amp;scene=21#wechat_redirect\" target=\"_blank\" data_ue_src=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=2&amp;sn=02dfc6390193217423f0179fdd8558c8&amp;chksm=e89452bddfe3dbab558a8150fdb7244b3697a77384e93d224dece1d38bcddcdc9ccecc307b92&amp;scene=21#wechat_redirect\"><img     src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232305.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/a><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; text-align: center;\"><inherit><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=3&amp;sn=6a5550ee6858f3f7d1b2043ed4164e22&amp;chksm=e89452bddfe3dbab5d478740666e1a00c7ee66959db666f50ad03cee50bc55dd4e4aba419d6d&amp;scene=21#wechat_redirect\" target=\"_blank\" data_ue_src=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=3&amp;sn=6a5550ee6858f3f7d1b2043ed4164e22&amp;chksm=e89452bddfe3dbab5d478740666e1a00c7ee66959db666f50ad03cee50bc55dd4e4aba419d6d&amp;scene=21#wechat_redirect\"><img     style=\"height: 320px; border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 600px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232305.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/a><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; text-align: center;\"><inherit><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=2&amp;sn=02dfc6390193217423f0179fdd8558c8&amp;chksm=e89452bddfe3dbab558a8150fdb7244b3697a77384e93d224dece1d38bcddcdc9ccecc307b92&amp;scene=21#wechat_redirect\" target=\"_blank\" data_ue_src=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=2&amp;sn=02dfc6390193217423f0179fdd8558c8&amp;chksm=e89452bddfe3dbab558a8150fdb7244b3697a77384e93d224dece1d38bcddcdc9ccecc307b92&amp;scene=21#wechat_redirect\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 11px;\">\u6839\u636e\u8f6e\u5ed3\u586b\u5145\u56fe\u50cf<\/span><\/strong><\/span><\/a><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; text-align: center;\"><img     style=\"height: 440px; border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 476px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232305.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 11px;\">\u6839\u636e\u6587\u5b57\uff0c\u751f\u6210\u76f8\u5e94\u7684\u56fe\u7247<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><inherit><inherit><inherit><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u673a\u5668\u7406\u89e3<\/span><\/strong><\/inherit><\/inherit><\/inherit><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 13px;\">&nbsp;<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><inherit><img     style=\"height: 231px; border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 548px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534232306.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><inherit><\/inherit><inherit><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 11px;\">\u673a\u5668\u9605\u8bfb\u7406\u89e3\u4efb\u52a1\uff0c\u4e0b\u9762\u7684\u6587\u5b57\u4e3a\u63d0\u95ee\u7684\u95ee\u9898\uff0c\u7c89\u7ea2\u8272\u7684\u533a\u57df\u4e3a\u673a\u5668\u56de\u7b54\u95ee\u9898\u7684\u65f6\u5019\u6ce8\u610f\u529b\u96c6\u4e2d\u7684\u7126\u70b9\u533a\u57df<\/span><\/strong><\/span><\/inherit><\/inherit><inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><inherit><img     style=\"height: 335px; border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534232306.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 11px;\">2016\u5e74<a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485569&amp;idx=4&amp;sn=413bf32aad9dc673320999e7e9c133e3&amp;chksm=e894520cdfe3db1a50c1fb315e665562430c8290ebd840f1578e6f4b8f118a22f6c139d48d29&amp;scene=21#wechat_redirect\" target=\"_blank\" data_ue_src=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485569&amp;idx=4&amp;sn=413bf32aad9dc673320999e7e9c133e3&amp;chksm=e894520cdfe3db1a50c1fb315e665562430c8290ebd840f1578e6f4b8f118a22f6c139d48d29&amp;scene=21#wechat_redirect\">\u4e0a\u6d77Brain of things\u516c\u5f00\u6bd4\u8d5b<\/a>\u4e2d\u7684\u56fe\u7247\u7406\u89e3\u4efb\u52a1\uff08\u56fe\u7247\u4e0b\u9762\u7684\u6587\u5b57\u4e3a\u95ee\u9898\uff0c\u6570\u5b57\u4e3a10\u4e2a\u53c2\u8d5b\u56e2\u961f\u4e2d\uff0c\u56de\u7b54\u6b63\u786e\u7684\u4e2a\u6570\uff09<\/span><\/strong><\/span><\/inherit><inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><span style=\"font-size: 13px;\">\u6700\u8fd1\u6df1\u5ea6\u5b66\u4e60\u7684\u53e6\u4e00\u4e2a\u7814\u7a76\u8d8b\u52bf\u5c31\u662f\u8ba9\u673a\u5668\u5177\u6709\u66f4\u9ad8\u5c42\u6b21\u7684\u601d\u7ef4\uff0c\u4f8b\u5982\u673a\u5668\u9605\u8bfb\u7406\u89e3\u6216\u8005\u57fa\u4e8e\u56fe\u7247\u7684\u7406\u89e3\u4e0e\u95ee\u7b54\u7b49\u4efb\u52a1\u3002\u5728\u8fd9\u4e9b\u4efb\u52a1\u4e2d\uff0c\u4f20\u7edf\u7684RNN\u6216LSTM\u5df2\u7ecf\u5f88\u96be\u505a\u5230\u51fa\u8272\uff0c\u4eba\u4eec\u4e0d\u5f97\u4e0d\u501f\u52a9\u8bf8\u5982\u795e\u7ecf\u56fe\u7075\u673a\u3001\u8bb0\u5fc6\u3001\u6ce8\u610f\u529b\u7b49\u673a\u5236\u624d\u80fd\u505a\u597d\u3002\u6df1\u5ea6\u5b66\u4e60\u4e0e\u4f20\u7edf\u7b26\u53f7AI\uff08\u641c\u7d22\u3001\u63a8\u7406\u7b49\uff09\u7684\u7ed3\u5408\u662f\u5982\u4eca\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u4e00\u5927\u8d8b\u52bf\u3002<\/span><\/inherit><\/p>\n<p><br  \/><\/p>\n<section  class=\"mpa-template\"  style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; letter-spacing: 0.5px;\">\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255);\"><img class=\"__bg_gif\"     width=\"100%\" style=\"visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534232306.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; text-align: center;\"><inherit><strong><span style=\"font-size: 16px; color: rgb(123, 12, 0);\">\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u7684\u672c\u8d28<\/span><\/strong><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u5e7f\u4e49\u7684\u7ffb\u8bd1<\/span><\/strong><span style=\"font-size: 13px;\"><\/span><\/p>\n<p style=\"white-space: normal; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u7ec6\u6570\u8fd9\u4e9b\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u4e0d\u96be\u53d1\u73b0\uff0c\u5b83\u4eec\u5176\u5b9e\u90fd\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u79cd\u4ece\u8f93\u5165\u4fe1\u606f\u5230\u8f93\u51fa\u4fe1\u606f\u7684\u6620\u5c04\uff0c\u53ea\u4e0d\u8fc7\u8fd9\u79cd\u6620\u5c04\u8d85\u7ea7\u590d\u6742\uff0c\u9700\u8981\u7528\u5e9e\u5927\u4e14\u6df1\u9083\u7684\u795e\u7ecf\u7f51\u7edc\u6765\u5b9e\u73b0\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u4f8b\u5982\uff0c\u5728\u8bed\u97f3\u3001\u56fe\u50cf\u3001\u81ea\u7136\u8bed\u8a00\u7684\u8bc6\u522b\u4e2d\uff0c\u8f93\u5165\u7aef\u53ef\u4ee5\u662f\u8bed\u97f3\u3001\u56fe\u50cf\u3001\u89c6\u9891\uff0c\u6216\u8005\u4e00\u4e2a\u7b26\u53f7\u5e8f\u5217\uff1b\u8f93\u51fa\u7684\u5219\u662f\u76f8\u5e94\u7684\u7c7b\u522b\u6807\u7b7e\uff0c\u4ece\u800c\u8f85\u52a9\u4eba\u4eec\u8fdb\u884c\u6807\u8bc6\u548c\u7406\u89e3\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u53ef\u4ee5\u8ba4\u4e3a\u8fd9\u79cd\u4efb\u52a1\u5b9e\u9645\u4e0a\u662f\u58f0\u97f3\u3001\u56fe\u50cf\u3001\u5e8f\u5217\u5230\u6807\u7b7e\u7684\u6620\u5c04\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u540c\u6837\uff0c\u770b\u56fe\u8bf4\u8bdd\u3001\u8bfb\u5507\u8bc6\u97f3\u4e5f\u662f\u4e00\u79cd\u4ece\u8f93\u5165\u5230\u8f93\u51fa\u7684\u6620\u5c04\uff0c\u5b83\u4eec\u5206\u522b\u662f\u5c06\u56fe\u50cf\u548c\u89c6\u9891\u6620\u5c04\u6210\u4e86\u6587\u672c\u6587\u5b57\u3002\u6216\u8005\u66f4\u5f62\u8c61\u5730\u8bf4\uff0c\u5176\u5b9e\u5b83\u4eec\u90fd\u662f\u5b8c\u6210\u4e86\u4e00\u79cd\u5e7f\u4e49\u4e0a\u7684\u7ffb\u8bd1\u3002\u673a\u5668\u53ef\u4ee5\u628a\u56fe\u7247\u7ffb\u8bd1\u6210\u6587\u5b57\uff0c\u628a\u53e3\u578b\u7ffb\u8bd1\u6210\u6587\u672c\u3002\u5728\u8fd9\u4e24\u4e2a\u4efb\u52a1\u4e2d\uff0c\u76f8\u6bd4\u8f83\u524d\u9762\u7684\u8bc6\u522b\u4efb\u52a1\uff0c\u8f93\u51fa\u7aef\u53d8\u5f97\u7565\u5fae\u590d\u6742\uff0c\u5176\u5b83\u5e76\u65e0\u672c\u8d28\u4e0d\u540c\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u751f\u6210\u4efb\u52a1\u4e5f\u662f\u4e00\u79cd\u8f93\u5165\u5230\u8f93\u51fa\u7684\u6620\u5c04\uff0c\u4e5f\u662f\u4e00\u79cd\u7ffb\u8bd1\u3002\u6bd4\u5982\uff0c\u5728\u9a6c\u53d8\u6591\u9a6c\u4e2d\uff0c\u6211\u4eec\u628a\u9a6c\u201c\u7ffb\u8bd1\u201d\u6210\u4e86\u6591\u9a6c\u3002\u540c\u6837\uff0c\u5728\u6839\u636e\u6587\u5b57\u751f\u6210\u56fe\u7247\u7684\u4f8b\u5b50\u4e2d\uff0c\u6211\u53ef\u4ee5\u628a\u6587\u5b57\u7ffb\u8bd1\u6210\u56fe\u7247\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u8fd9\u4e9b\u4efb\u52a1\u4ece\u8868\u9762\u4e0a\u770b\u4e94\u82b1\u516b\u95e8\uff0c\u9ad8\u6df1\u83ab\u6d4b\uff0c\u4f46\u662f\u5176\u5b9e\u8fd9\u91cc\u9762\u5e76\u6ca1\u6709\u591a\u5c11\u201c\u667a\u80fd\u201d\u53ef\u8a00\u3002\u56e0\u4e3a\uff0c\u6211\u4eec\u53ea\u9700\u8981\u628a\u5927\u91cf\u8fd9\u6837\u7684\u8f93\u5165\uff0d\u8f93\u51fa\u5bf9\u6570\u636e\u5582\u7ed9\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u5c31\u53ef\u4ee5\u8ba9\u5b83\u5b66\u5230\u5176\u4e2d\u7684\u89c4\u5f8b\uff0c\u4ece\u800c\u7ed9\u51fa\u516b\u4e5d\u4e0d\u79bb\u5341\u7684\u7b54\u6848\u3002<\/span><\/inherit><\/p>\n<p style=\"display: block; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><\/inherit><inherit><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u91cd\u5ea6\u3001\u9ad8\u901a\u91cf\u7684\u8bed\u4e49\u94fe\u63a5\u5668<\/span><\/strong><\/inherit><\/p>\n<p style=\"white-space: normal; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u5728\u6df1\u5ea6\u5b66\u4e60\u754c\uff0c\u4eba\u4eec\u7528\u201c\u7aef\u5230\u7aef\u201d\uff08End2End\uff09\u8fd9\u4e2a\u8bcd\u6765\u6982\u62ec\u6240\u6709\u8bf8\u5982\u6b64\u7c7b\u7684\u6a21\u578b\u548c\u5e94\u7528\uff0c\u6211\u89c9\u5f97\u975e\u5e38\u5f62\u8c61\u3002\u6211\u4eec\u53ef\u4ee5\u5c06\u4e0a\u9762\u7684\u5404\u79cd\u5e94\u7528\u6982\u62ec\u4e3a\u4e0b\u56fe\uff1a<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin-left: 0.5em; margin-right: 0.5em; letter-spacing: 0.5px;\"><img loading=\"lazy\"    width=\"1118\" height=\"438\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232306.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><inherit style=\"display: block;\"><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; text-align: center;\"><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 11px;\">\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u7684\u672c\u8d28\uff1a\u4e00\u79cd\u7aef\u5230\u7aef\u7684\u94fe\u63a5\u5668<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><span style=\"font-size: 13px;\">\u4ece\u8fd9\u5f20\u56fe\u6211\u4eec\u4e0d\u96be\u770b\u51fa\uff0c\u5b9e\u9645\u4e0a\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u5c31\u662f\u4e00\u79cd\u94fe\u63a5\u5668\uff0c\u5b83\u53ef\u4ee5\u5c06\u4e24\u4e2a\u7aef\u7d27\u5bc6\u5730\u94fe\u63a5\u5230\u4e00\u8d77\u3002\u65e0\u8bba\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u94fe\u63a5\u5668\u7684\u8bad\u7ec3\u591a\u4e48\u590d\u6742\uff0c\u4e5f\u65e0\u8bba\u5176\u4e2d\u7684\u6280\u672f\u591a\u4e48\u9177\u70ab\uff0c\u6240\u6709\u6df1\u5ea6\u5b66\u4e60\u7684\u5e94\u7528\u90fd\u4e0d\u788d\u4e4e\u5728\u4e24\u4e2a\u7aef\u4e4b\u95f4\u642d\u5efa\u51fa\u8fd9\u6837\u4e00\u5ea7\u94fe\u63a5\u5668\u6865\u6881\uff0c\u8fd9\u6070\u6070\u5c31\u662f\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u7684\u672c\u8d28\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><span style=\"font-size: 13px;\">\u4e5f\u8bb8\u4f60\u4f1a\u89c9\u5f97\u8fd9\u6837\u7684\u7ed3\u8bba\u6709\u4e9b\u4e0d\u8fc7\u763e\uff01\u94fe\u63a5\u5668\uff1f\u6211\u4eec\u7684\u7f51\u7ebf\u4e0d\u4e5f\u662f\u94fe\u63a5\u5668\u5417\uff1f\u96be\u9053\u8bf4\uff0c\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u548c\u7f51\u7ebf\u4e00\u6837\uff0c\u4ec5\u4ec5\u662f\u4e2a\u94fe\u63a5\u88c5\u7f6e\uff1f\u90a3\u6a21\u5f0f\u8bc6\u522b\u80fd\u529b\u5462\uff1f\u667a\u80fd\u5462\uff1f<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><span style=\"font-size: 13px;\">\u5f53\u7136\uff0c\u548c\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u94fe\u63a5\u5668\u76f8\u6bd4\uff0c\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u8fd9\u79cd\u94fe\u63a5\u5668\u662f\u975e\u5e38\u4e0d\u540c\u7684\uff0c\u5b83\u6709\u4e09\u5927\u7279\u6027\uff1a<\/span><\/inherit><\/p>\n<p style=\"display: block; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><\/inherit><inherit><inherit><strong><span style=\"font-size: 13px; color: rgb(123, 12, 0);\">1\u3001\u91cd\u5ea6<\/span><\/strong><\/inherit><\/inherit><inherit><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><span style=\"font-size: 13px;\">\u8fd9\u91cc\u9762\u7684\u91cd\u5ea6\u7684\u610f\u601d\u662f\u8bf4\u4ece\u8f93\u5165\u5230\u8f93\u51fa\u7684\u94fe\u63a5\u5176\u5b9e\u4e0d\u6b62\u4e00\u6761\uff0c\u800c\u662f\u5f88\u591a\u6761\u3002\u6240\u4ee5\uff0c\u795e\u7ecf\u7f51\u7edc\u8fd9\u79cd\u94fe\u63a5\u5e26\u5bbd\u8d85\u9ad8\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><strong><span style=\"font-size: 13px; color: rgb(123, 12, 0);\">2\u3001\u9ad8\u901a\u91cf<\/span><\/strong><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><span style=\"font-size: 13px;\">\u7531\u4e8e\u795e\u7ecf\u7f51\u7edc\u7684\u5de5\u4f5c\u90fd\u662f\u5e76\u884c\u7684\uff0c\u6240\u4ee5\u4e00\u65e6\u5b83\u8fd0\u884c\u8d77\u6765\uff0c\u5b83\u5c31\u53ef\u4ee5\u8ba9\u591a\u6761\u901a\u8def\u540c\u65f6\u5de5\u4f5c\u3001\u4f20\u9012\u4fe1\u606f\u3002\u8fd9\u6837\uff0c\u795e\u7ecf\u7f51\u7edc\u901a\u9053\u7684\u4fe1\u606f\u541e\u5410\u91cf\u5c31\u4f1a\u6bd4\u4e00\u822c\u7684\u901a\u4fe1\u4fe1\u9053\u8981\u5927\u5f97\u591a\uff0c\u8fd9\u5c31\u662f\u9ad8\u901a\u91cf\u7684\u542b\u4e49\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><strong><span style=\"font-size: 13px; color: rgb(123, 12, 0);\">3\u3001\u6a21\u5f0f\u4e0e\u8bed\u4e49<\/span><\/strong><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em; text-align: left;\"><inherit><span style=\"font-size: 13px;\">\u4e0e\u7ecf\u5178\u901a\u4fe1\u7ebf\u8def\u6700\u672c\u8d28\u7684\u533a\u522b\uff0c\u5c31\u5728\u4e8e\u795e\u7ecf\u7f51\u7edc\u94fe\u63a5\u5668\u4e2d\u4f20\u9012\u7684\u4e0d\u662f\u7ecf\u5178\u7684\u786e\u5b9a\u6027\u4fe1\u606f\uff0c\u800c\u662f\u5177\u6709\u6a21\u7cca\u6027\u7684\u9ad8\u5c42\u4fe1\u606f\u3002\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4\u5462\uff1f\u56e0\u4e3a\u795e\u7ecf\u7f51\u7edc\u7684\u672c\u4e8b\u5c31\u5728\u4e8e\u5b83\u53ef\u4ee5\u5728\u5927\u91cf\u7684\u5e95\u5c42\u7ecf\u5178\u7ebf\u8def\u4e4b\u4e0a\u6d8c\u73b0\u51fa\u5177\u6709\u610f\u4e49\u7684Pattern\uff08\u6a21\u5f0f\uff09\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u505a\u4eba\u8138\u8bc6\u522b\u7684\u65f6\u5019\uff0c\u8f93\u5165\u7ed9\u7f51\u7edc\u7684\u5c31\u662f\u7ec6\u5316\u5230\u6bcf\u4e2a\u50cf\u7d20\u7684\u7ecf\u5178\u4fe1\u606f\uff0c\u7136\u800c\u7f51\u7edc\u5728\u6574\u4f53\u5374\u80fd\u591f\u8bc6\u522b\u4eba\u8138\u4e2d\u7684\u6a21\u5f0f\uff0c\u4ece\u800c\u751f\u6210\u4eba\u7c7b\u80fd\u770b\u61c2\u7684\u6807\u7b7e\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em; text-align: left;\"><inherit><span style=\"font-size: 13px;\">\u56e0\u6b64\uff0c\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5904\u7406\u6a21\u7cca\u4fe1\u606f\uff0c\u5b83\u53ef\u4ee5\u5c06\u5927\u91cf\u7ecf\u5178\u7ebf\u8def\u4e4b\u4e0a\u6240\u6d6e\u73b0\u51fa\u6765\u7684\u6a21\u5f0f\uff08Pattern\uff09\u8fdb\u884c\u4f20\u9012\u3002\u5982\u679c\u6211\u4eec\u5c06\u4e00\u5207\u7aef\u5230\u7aef\u7684\u5b66\u4e60\u90fd\u770b\u4f5c\u662f\u5e7f\u4e49\u7684\u7ffb\u8bd1\uff0c\u90a3\u4e48\u6211\u4eec\u5c31\u4e0d\u96be\u7406\u89e3\uff0c\u5f53\u673a\u5668\u505a\u7ffb\u8bd1\u7684\u65f6\u5019\uff0c\u5b83\u5b9e\u9645\u4e0a\u662f\u5728\u4f20\u9012\u9690\u85cf\u5728\u5177\u4f53\u8bed\u8a00\u80cc\u540e\u7684Pattern\uff0c\u8fd9\u79cdPattern\u6b63\u662f\u9690\u85cf\u5728\u5927\u91cf\u7b26\u53f7\u4e2d\u7684\u201c\u8bed\u4e49\u201d\u3002\u4e00\u79cd\u610f\u4e49\u53ef\u4ee5\u6709\u4e0d\u540c\u79cd\u8868\u8ff0\u65b9\u5f0f\uff0c\u4e5f\u5c31\u6709\u4e0d\u540c\u7684\u7ecf\u5178\u610f\u4e49\u7684\u4fe1\u606f\uff0c\u800c\u4e00\u4e2a\u8bad\u7ec3\u597d\u7684\u795e\u7ecf\u7f51\u7edc\u6070\u6070\u53ef\u4ee5\u6355\u83b7\u8fd9\u4e9b\u591a\u6837\u4fe1\u606f\u80cc\u540e\u7684\u4e0d\u53d8\u6a21\u5f0f\uff0c\u4ece\u800c\u51c6\u786e\u5730\u628a\u201c\u610f\u4e49\u201d\u800c\u4e0d\u662f\u4fe1\u606f\u4f20\u9012\u7ed9\u63a5\u6536\u7aef\u3002\u6240\u4ee5\uff0c\u5e7f\u4e49\u5730\u8bf4\uff0c\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u672c\u8d28\u5176\u5b9e\u5c31\u662f\u4e00\u79cd\u4f20\u9012\u201c\u8bed\u4e49\u201d\u7684\u91cd\u5ea6\u3001\u9ad8\u901a\u91cf\u7684\u94fe\u63a5\u5668\uff08\u5982\u4e0b\u56fe\uff09\u3002<\/span><\/inherit><img loading=\"lazy\"    width=\"544\" height=\"498\"   style=\"text-align: center; letter-spacing: 0.5px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232306.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><span style=\"text-align: center; letter-spacing: 0.5px; font-size: 11px;\"><strong><span style=\"color: rgb(136, 136, 136);\">\u7ecf\u5178\u4fe1\u9053\u4e0e\u6df1\u5ea6\u5b66\u4e60\u6784\u6210\u7684\u4fe1\u9053\u5bf9\u6bd4<\/span><\/strong><\/span><\/p>\n<p style=\"white-space: normal; margin-top: 10px; margin-bottom: 10px; line-height: 2em;\"><inherit><span style=\"font-size: 13px;\">\u5982\u679c\u6211\u4eec\u4ece\u4fe1\u606f\u8bba\u7684\u89d2\u5ea6\u6765\u770b\u5f85\u7aef\u5230\u7aef\u5f0f\u7684\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\uff0c\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5f97\u5230\u4e24\u79cd\u4e0d\u540c\u7684\u4fe1\u9053\uff0c\u4e00\u79cd\u662f\u4f20\u9012\u7ecf\u5178\u4fe1\u606f\u7684\u4fe1\u9053\uff0c\u4e00\u79cd\u662f\u4f20\u9012\u201c\u8bed\u4e49\u201d\u7684\u6df1\u5ea6\u5b66\u4e60\u4fe1\u9053\u3002\u6211\u4eec\u77e5\u9053\uff0cShannon\u7684\u4fe1\u606f\u8bba\u4ec5\u4ec5\u8ba8\u8bba\u7ecf\u5178\u4fe1\u606f\u5728\u7f51\u7edc\u4f20\u8f93\u4e2d\u7684\u89c4\u5f8b\uff0c\u4f46\u662f\u9488\u5bf9\u4fe1\u606f\u7684\u542b\u4e49\u5374\u59cb\u7ec8\u65e0\u6cd5\u89e6\u53ca\u3002\u6df1\u5ea6\u5b66\u4e60\u4fe1\u9053\u7684\u51fa\u73b0\u4e5f\u8bb8\u4f1a\u7ed9\u7ecf\u5178\u4fe1\u606f\u8bba\u63d0\u4f9b\u5de8\u5927\u7684\u673a\u4f1a\u4e0e\u6311\u6218\uff0c\u56e0\u4e3a\u8fd9\u79cd\u4fe1\u9053\u672c\u8d28\u4e0a\u5c31\u662f\u5728\u4f20\u9012\u4fe1\u606f\u80cc\u540e\u7684\u201c\u8bed\u4e49\u201d\u3002<\/span><\/inherit><\/p>\n<p><br  \/><\/p>\n<section  class=\"mpa-template\"  style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; letter-spacing: 0.5px;\">\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255);\"><img class=\"__bg_gif\"     width=\"100%\" style=\"visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534232306.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; text-align: center;\"><inherit><inherit><strong><span style=\"font-size: 16px; color: rgb(123, 12, 0);\">\u6df1\u5ea6\u5b66\u4e60\u7684\u672a\u6765\u5e94\u7528<\/span><\/strong><\/inherit><\/inherit><inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><br  \/><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u4e00\u65e6\u6211\u4eec\u4e86\u89e3\u5230\u4e86\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u7684\u672c\u8d28\u5c31\u662f\u4e00\u79cd\u91cd\u5ea6\u3001\u9ad8\u901a\u91cf\u7684\u610f\u4e49\u94fe\u63a5\u5668\uff0c\u90a3\u4e48\u6211\u4eec\u5c31\u4e0d\u96be\u5f20\u5f00\u6211\u4eec\u7684\u60f3\u8c61\u7fc5\u8180\uff0c\u521b\u9020\u51fa\u5404\u5f0f\u5404\u6837\u7684\u5e94\u7528\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><inherit><inherit><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u77e9\u9635<\/span><\/strong><\/inherit><\/inherit><\/inherit><\/p>\n<p style=\"white-space: normal; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u9996\u5148\uff0c\u8ba9\u6211\u4eec\u8003\u8651\u901a\u8baf\u7684\u4e24\u7aef\u90fd\u662f\u4eba\u7684\u60c5\u51b5\u3002\u4eba\u4f5c\u4e3a\u4e00\u79cd\u590d\u6742\u7cfb\u7edf\uff0c\u65e2\u662f\u4e00\u4e2a\u9ad8\u901a\u91cf\u7684\u4fe1\u606f\u6e90\uff0c\u53c8\u662f\u4e00\u4e2a\u9700\u8981\u6d88\u8017\u5927\u91cf\u4fe1\u606f\u7684\u4fe1\u606f\u6c47\uff0c\u6bcf\u65f6\u6bcf\u523b\u4eba\u90fd\u5728\u541e\u5410\u7740\u5927\u91cf\u7684\u4fe1\u606f\uff0c\u6240\u4ee5\u6df1\u5ea6\u5b66\u4e60\u795e\u7ecf\u7f51\u7edc\u8fd9\u79cd\u94fe\u63a5\u5668\u975e\u5e38\u9002\u5408\u6210\u4e3a\u4e00\u79cd\u4eba\u673a\u4ea4\u4e92\u754c\u9762\u3002<\/span><\/inherit><\/p>\n<p style=\"white-space: normal; margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u4f8b\u5982\uff0cAndrei Cheremskoy\u5c31\u7cfb\u7edf\u6027\u5730\u7814\u7a76\u4e86\u6df1\u5ea6\u5b66\u4e60\u7684\u5e94\u7528\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u5957\u79f0\u4e3a\u7ec4\u5408\u77e9\u9635\u7684\u65b9\u6cd5\u3002\u4ed6\u5c06\u4eba\u7c7b\u80fd\u591f\u4f20\u8fbe\u3001\u611f\u53d7\u7684\u4fe1\u606f\uff0c\u5206\u6210\u4e86\u542c\u89c9\u3001\u89c6\u89c9\u3001\u8fd0\u52a8\u548c\u7b26\u53f7\u51e0\u79cd\u6a21\u6001\uff0c\u800c\u6bcf\u4e00\u79cd\u6a21\u6001\u53c8\u53ef\u4ee5\u6839\u636e\u53d1\u9001\u548c\u63a5\u53d7\u5206\u6210\u751f\u6210\u5668\u548c\u8bc6\u522b\u5668\u4e24\u79cd\u3002\u8fd9\u6837\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u6240\u6709\u8fd9\u4e9b\u6a21\u6001\u4ee5\u53ca\u6240\u6709\u7684\u53d1\u9001\u3001\u63a5\u6536\u65b9\u5f0f\u5217\u51fa\u6765\u5f62\u6210\u4e0b\u5217\u7684\u77e9\u9635\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><img     style=\"height: 275px; border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534232306-1.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u9664\u4e86\u6d82\u7070\u7684\u5bf9\u89d2\u7ebf\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u4efb\u610f\u4e24\u9879\u7ec4\u5408\u5728\u4e00\u8d77\u800c\u5f97\u5230\u4e00\u79cd\u5e94\u7528\u3002\u4f8b\u5982\uff0c\u5f53\u6211\u4eec\u7ec4\u5408Speech generator\uff08\u8bed\u97f3\u751f\u6210\uff09\u548cSpeech recognizer\uff08\u8bed\u97f3\u8bc6\u522b\uff09\u7684\u65f6\u5019\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5f97\u5230\u201c\u5f69\u4e91\u5c0f\u8bd1\u201d\u8fd9\u6b3e\u5e94\u7528\uff0c\u5b83\u76f8\u5f53\u4e8e\u4e00\u4e2a\u540c\u58f0\u4f20\u8bd1\u3002\u5f53\u6211\u4eec\u5c06Image recognizer\uff08\u56fe\u50cf\u8bc6\u522b\uff09\u548cNatural language generator\uff08\u81ea\u7136\u8bed\u8a00\u751f\u6210\uff09\u7ec4\u5408\u5728\u4e00\u8d77\u4e4b\u540e\uff0c\u5c31\u53ef\u4ee5\u5f97\u5230\u770b\u56fe\u8bf4\u8bdd\u7684\u5e94\u7528\u3002\u5f53\u6211\u4eec\u5c06Motion recognizer\uff08\u8fd0\u52a8\u8bc6\u522b\uff09\u548cSpeech generator\uff08\u8bed\u97f3\u751f\u6210\uff09\u7ec4\u5408\u5728\u4e00\u8d77\u4e4b\u540e\uff0c\u5c31\u53ef\u4ee5\u5f97\u5230\u7ed9\u65e0\u58f0\u7535\u5f71\u914d\u97f3\u8fd9\u6837\u7684\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\uff08\u53c2\u89c1\uff1a<\/span><\/inherit><a style=\"color: rgb(112, 177, 231); outline: none; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; cursor: pointer !important;\"><inherit><span style=\"font-size: 13px;\">http:\/\/machinelearningmastery.com\/inspirational-applications-deep-learning\/<\/span><\/inherit><\/a><inherit><span style=\"font-size: 13px;\">\uff09\u3002\u5f53\u7136\uff0c\u6709\u4e9b\u7ec4\u5408\u8868\u9762\u4e0a\u770b\u8d77\u6765\u53ef\u80fd\u5e76\u6ca1\u6709\u592a\u5927\u7684\u610f\u4e49\uff0c\u6bd4\u5982Natural language generator\u548cImage generator\u7ec4\u5408\u5728\u4e00\u8d77\u53ef\u80fd\u4f1a\u521b\u9020\u51fa\u4e00\u79cd\u7531\u673a\u5668\u751f\u6210\u7684\u8bed\u8a00\uff0c\u7136\u540e\u518d\u6839\u636e\u8fd9\u79cd\u8bed\u8a00\u751f\u6210\u4e00\u5f20\u56fe\u7247\u7684\u5e94\u7528\uff0c\u7136\u800c\u4e0d\u77e5\u9053\u5b83\u6709\u4f55\u4f5c\u7528\u3002\u6709\u5173\u7ec4\u5408\u77e9\u9635\u7684\u66f4\u591a\u8be6\u60c5\u8bf7\u53c2\u8003\uff08<\/span><\/inherit><a style=\"color: rgb(112, 177, 231); outline: none; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; cursor: pointer !important;\"><inherit><span style=\"font-size: 13px;\">https:\/\/www.javacodegeeks.com\/2016\/11\/systematic-approach-applications-deep-learning.html<\/span><\/inherit><\/a><inherit><span style=\"font-size: 13px;\">\uff09\u3002<\/span><\/inherit><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534232307.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; text-align: center; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 11px;\">\u5f69\u4e91\u5c0f\u8bd1<\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><\/inherit><inherit><inherit><\/inherit><\/inherit><inherit><inherit><inherit><strong><span style=\"font-size: 14px; color: rgb(123, 12, 0);\">\u5f62\u6001\u77e9\u9635<\/span><\/strong><\/inherit><\/inherit><\/inherit><inherit><inherit><inherit><\/inherit><\/inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><span style=\"font-size: 13px;\">\u8fdb\u4e00\u6b65\uff0c\u6211\u4eec\u77e5\u9053\u4eba\u7c7b\u6709\u773c\u3001\u8033\u3001\u9f3b\u3001\u820c\u3001\u8eab\u8fd9\u4e94\u79cd\u611f\u5b98\uff0c\u4e0d\u540c\u611f\u5b98\u4e5f\u4f1a\u521b\u9020\u51fa\u66f4\u591a\u6709\u610f\u601d\u7684\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u3002Andrei Cheremskoy\u53c8\u63d0\u51fa\u4e86\u5f62\u6001\u77e9\u9635\uff08Morphological Matrix\uff09\uff0c\u7528\u4ee5\u63cf\u8ff0\u6bcf\u4e00\u79cd\u4fe1\u606f\u6a21\u6001\u4e0b\u7684\u53ef\u80fd\u5e94\u7528\u65b9\u5f0f\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><img     style=\"height: 283px; border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534232307.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><span style=\"font-size: 13px;\">\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u6bcf\u4e00\u5217\u8868\u793a\u4e00\u79cd\u4fe1\u606f\u6a21\u6001\uff0c\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e86\u4e00\u79cd\u4fe1\u606f\u5448\u73b0\u65b9\u5f0f\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u542c\u89c9\u8fd9\u4e2a\u6a21\u6001\u6765\u8bb2\uff0c\u5b83\u53ef\u4ee5\u5448\u73b0\u4e3a\u8bed\u97f3\u3001\u97f3\u4e50\u548c\u58f0\u6ce2\u8fd9\u4e09\u79cd\u53ef\u80fd\u7684\u5448\u73b0\u65b9\u5f0f\u3002\u6bcf\u4e00\u79cd\u65b9\u5f0f\u53c8\u53ef\u4ee5\u5206\u4e3a\u8bc6\u522b\u548c\u751f\u6210\u8fd9\u4e24\u79cd\u4efb\u52a1\uff0c\u8fd9\u4fbf\u5f62\u6210\u4e86\u5f62\u6001\u77e9\u9635\u3002\u6211\u4eec\u5c06\u8868\u4e2d\u7684\u4efb\u610f\u4e24\u9879\u7ec4\u5408\u5728\u4e00\u8d77\u5c31\u53ef\u521b\u9020\u51fa\u4e00\u4e2a\u7ec4\u5408\u77e9\u9635\u4e2d\u7684\u9879\uff0c\u6240\u4ee5\u5f62\u6001\u77e9\u9635\u53ef\u4ee5\u751f\u6210\u7ec4\u5408\u77e9\u9635\uff0c\u8fdb\u800c\u5927\u5927\u4e30\u5bcc\u6df1\u5ea6\u5b66\u4e60\u7684\u5e94\u7528\u8303\u56f4\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u503c\u5f97\u6ce8\u610f\u7684\u662f\u56fe\u4e2d\u6253\u7740\u95ee\u53f7\u7684\u51e0\u9879\uff0c\u5473\u89c9\u3001\u55c5\u89c9\u548c\u89e6\u89c9\u4ee5\u53ca\u672a\u77e5\u7684\u6a21\u6001\uff0c\u4eba\u4eec\u5c1a\u6ca1\u6709\u5f00\u53d1\u51fa\u8fd9\u79cd\u611f\u5b98\u7684\u8bc6\u522b\u6216\u8005\u751f\u6210\u7b97\u6cd5\uff0c\u4f46\u6709\u53ef\u80fd\u8574\u542b\u7740\u975e\u5e38\u6709\u610f\u601d\u7684\u5e94\u7528\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u4f8b\u5982\uff0c\u5982\u679c\u6211\u4eec\u5f00\u53d1\u51fa\u4e86\u4e00\u79cd\u55c5\u89c9\u4f20\u611f\u5668\uff0c\u53ef\u4ee5\u901a\u8fc7\u5206\u6790\u7269\u4f53\u5468\u56f4\u7a7a\u6c14\u7684\u5206\u5b50\u6210\u5206\u800c\u8bc6\u522b\u51fa\u8fd9\u79cd\u4e1c\u897f\u7684\u5c5e\u6027\uff0c\u90a3\u4e48\u4eba\u5de5\u9f3b\u5b50\u5c31\u4f1a\u51fa\u73b0\uff0c\u800c\u4e14\u55c5\u89c9\u751a\u81f3\u53ef\u4ee5\u6bd4\u4eba\u7c7b\u66f4\u7075\u654f\u3002\u76ee\u524d\uff0c\u8fd9\u79cd\u7535\u5b50\u9f3b\u5b50\u5df2\u7ecf\u5e94\u7528\u5230\u4e86\u6f5c\u8247\u6545\u969c\u68c0\u6d4b\u4e4b\u4e2d\u3002\u6211\u76f8\u4fe1\uff0c\u914d\u5907\u4e86\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u548c\u5927\u6570\u636e\u540e\uff0c\u7535\u5b50\u9f3b\u53ef\u4ee5\u8d85\u8d8a\u8b66\u72ac\u6765\u8fdb\u884c\u5211\u4fa6\u65ad\u6848\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u6cbf\u7740\u8fd9\u4e2a\u601d\u8def\uff0c\u6211\u4eec\u53ef\u4ee5\u60f3\u5230\uff0c\u66f4\u6709\u610f\u601d\u7684\u5e94\u7528\u4e5f\u8bb8\u5728\u4e8e\u6c14\u5473\u751f\u6210\u5668\u3002\u6bd4\u5982\uff0c\u5b83\u53ef\u4ee5\u5c06\u4e00\u6bb5\u97f3\u4e50\u8f6c\u5316\u6210\u67d0\u79cd\u6c14\u5473\uff0c\u4ece\u800c\u8ba9\u6211\u4eec\u7528\u55c5\u89c9\u6765\u53bb\u4eab\u53d7\u97f3\u4e50\u3002\u8fd9\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u804b\u54d1\u4eba\u201c\u55c5\u201d\u5230\u5468\u56f4\u7684\u58f0\u97f3\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u53e6\u4e00\u65b9\u9762\uff0c\u89e6\u89c9\u4e5f\u662f\u4e00\u5757\u8fdc\u6ca1\u6709\u88ab\u5f00\u57a6\u7684\u5904\u5973\u5730\u3002\u6211\u4eec\u77e5\u9053\uff0c\u6211\u4eec\u7684\u76ae\u80a4\u6bcf\u65f6\u6bcf\u523b\u90fd\u5728\u63a5\u53d7\u5927\u91cf\u7684\u5916\u754c\u4fe1\u606f\uff0c\u56e0\u4e3a\u5de8\u91cf\u7684\u5206\u5b50\u6bcf\u65f6\u6bcf\u523b\u90fd\u5728\u649e\u51fb\u7740\u6211\u4eec\u76ae\u80a4\u4e0a\u7684\u8868\u76ae\u7ec6\u80de\u3002\u53ea\u4e0d\u8fc7\uff0c\u8fd9\u4e48\u5927\u91cf\u7684\u4fe1\u606f\u5e76\u6ca1\u6709\u8f93\u5165\u5230\u6211\u4eec\u7684\u5934\u8111\u610f\u8bc6\u4e4b\u4e2d\u3002\u6709\u7684\u65f6\u5019\uff0c\u6211\u4eec\u5904\u4e8e\u67d0\u5730\u5c31\u4f1a\u89c9\u5f97\u83ab\u540d\u7684\u4e0d\u8212\u670d\uff0c\u90a3\u5f88\u6709\u53ef\u80fd\u5c31\u662f\u8868\u76ae\u7ec6\u80de\u63a5\u53d7\u5230\u4e86\u4e00\u4e9b\u96be\u4ee5\u540d\u72b6\u7684\u4fe1\u606f\u8ba9\u6211\u4eec\u4ea7\u751f\u4e86\u8fd9\u6837\u7684\u611f\u89c9\u3002\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u662f\u5426\u53ef\u4ee5\u5f00\u53d1\u51fa\u8fd9\u6837\u7279\u6b8a\u7684\u4fe1\u9053\u5462\uff1f\u6211\u4eec\u5c06\u5728AI\u89c6\u91ce\u7cfb\u5217\u540e\u9762\u7684\u6587\u7ae0\u4e2d\u5bf9\u8fd9\u4e2a\u95ee\u9898\u8fdb\u884c\u8be6\u7ec6\u63cf\u8ff0\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><inherit><\/inherit><inherit><inherit><\/inherit><\/inherit><inherit><inherit><\/inherit><\/inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u901a\u611f\u88c5\u7f6e<\/span><\/strong><\/span><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u524d\u9762\u63d0\u5230\u7684\u5e94\u7528\u8fd8\u4ec5\u9650\u4e8e\u4eba\u548c\u4eba\u4e4b\u95f4\u7684\u6c9f\u901a\uff0c\u6211\u4eec\u5f00\u53d1\u7684\u662f\u4eba\u7c7b\u7684\u773c\u3001\u8033\u3001\u9f3b\u3001\u820c\u3001\u8eab\u7b49\u4fe1\u53f7\u901a\u9053\uff0c\u4f46\u5b9e\u9645\u4e0a\u4e00\u65e6\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u6210\u719f\u4e4b\u540e\u5c31\u4e0d\u4e00\u5b9a\u5c40\u9650\u4e8e\u6b64\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u8ba9\u4fe1\u606f\u7684\u4e00\u7aef\u8f93\u5165\u4e00\u4e2a\u590d\u6742\u7cfb\u7edf\u7684\u72b6\u6001\uff0c\u6bd4\u5982\u80a1\u7968\u5e02\u573a\uff1b\u53e6\u4e00\u7aef\u662f\u6211\u4eec\u4eba\u7c7b\u80fd\u591f\u611f\u77e5\u7684\u4fe1\u53f7\u901a\u9053\uff0c\u90a3\u4e48\u6211\u4eec\u5c31\u53ef\u4ee5\u901a\u8fc7\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u5c06\u4e24\u7aef\u8fde\u63a5\u5728\u4e00\u8d77\uff0c\u4ece\u800c\u505a\u5230\u901a\u611f\uff0c\u4e5f\u5c31\u662f\u6211\u4eec\u53ef\u4ee5\u542c\u5230\u80a1\u5e02\u7684\u6b4c\u58f0\uff1b\u6216\u8005\u201c\u55c5\u5230\u201d\u4e00\u4e2a\u5728\u7ebf\u793e\u533a\u7684\u201c\u60c5\u7eea\u201d\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5177\u4f53\u5730\uff0c\u5047\u5982\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u7aef\u662f\u80a1\u5e02\u5927\u76d8\u4e0a\u5343\u652f\u80a1\u7968\u7684\u4ef7\u683c\u6ce2\u52a8\uff0c\u53e6\u4e00\u7aef\u5219\u5bf9\u5e94\u4e86\u4e00\u6bb5\u4f18\u7f8e\u7684\u97f3\u4e50\uff0c\u8fd9\u6837\u7ecf\u8fc7\u6df1\u5ea6\u5b66\u4e60\uff0c\u7f51\u7edc\u53ef\u4ee5\u5f97\u5230\u4ece\u4ef7\u683c\u6ce2\u52a8\u5230\u97f3\u4e50\u4e4b\u95f4\u7684\u6620\u5c04\u3002\u6211\u4eec\u5c31\u53ef\u4ee5\u7528\u542c\u7684\u65b9\u5f0f\u6765\u4e86\u89e3\u80a1\u7968\u5e02\u573a\u7684\u6574\u4f53\u60c5\u51b5\u4e86\u3002\u6bd4\u5982\uff0c\u5f53\u5927\u76d8\u75af\u72c2\u4e0b\u8dcc\u7684\u65f6\u5019\uff0c\u5b83\u4f1a\u64ad\u653e\u60b2\u58ee\u7684\u66f2\u5b50\uff0c\u5f53\u5927\u76d8\u8d70\u9ad8\u7684\u65f6\u5019\uff0c\u5b83\u4f1a\u751f\u6210\u4ee4\u4eba\u4ea2\u594b\u7684\u8fdb\u884c\u66f2\u3002\u8fd0\u7528\u8fd9\u6837\u7684\u91cd\u94fe\u63a5\u3001\u9ad8\u901a\u91cf\u7684\u8bed\u4e49\u901a\u9053\uff0c\u6211\u4eec\u80fd\u591f\u83b7\u5f97\u901a\u611f\u7684\u80fd\u529b\uff0c\u53bb\u611f\u53d7\u590d\u6742\u7cfb\u7edf\u3002\u4e0b\u56fe\u5c55\u793a\u4e86\u8fd9\u79cd\u8046\u542c\u80a1\u5e02\u7684\u88c5\u7f6e\u7684\u4fe1\u606f\u6d41\u3002\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u7684\u65b9\u5f0f\u8bad\u7ec3\u751f\u6210\u97f3\u4e50\u7684\u7f51\u7edc\u548c\u97f3\u4e50\u60c5\u7eea\u8bc6\u522b\u7684\u7f51\u7edc\uff0c\u4ece\u800c\u627e\u5230\u9002\u5408\u6bcf\u4e2a\u4eba\u7684\u80a1\u5e02\u97f3\u4e50\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\"><\/span><img loading=\"lazy\"    width=\"959\" height=\"506\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232307.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; letter-spacing: 0.5px;\"><inherit><\/inherit><inherit><inherit><\/inherit><\/inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><inherit><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u4e07\u7269\u6c89\u6d78<\/span><\/strong><\/span><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4eff\u7167\u8fd9\u79cd\u65b9\u6cd5\u5efa\u7acb\u7269\u4e0e\u7269\u4e4b\u95f4\u7684\u6df1\u5ea6\u901a\u4fe1\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u8bad\u7ec3\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\uff0c\u5c06\u5929\u6c14\u72b6\u6001\u6620\u5c04\u4e3a\u667a\u80fd\u5ba2\u5385\u4e2d\u7684\u5bb6\u5177\u6446\u653e\u72b6\u6001\uff0c\u4e8e\u662f\u6211\u7684\u623f\u95f4\u5c31\u4f1a\u6839\u636e\u5929\u6c14\u7684\u4e0d\u540c\u800c\u5448\u73b0\u51fa\u4e0d\u540c\u7684\u5bb6\u5177\u6446\u653e\u6a21\u5f0f\u3002\u8fd9\u6837\uff0c\u623f\u95f4\u5c31\u4f1a\u5728\u4e0d\u540c\u7684\u5b63\u8282\u5f97\u5230\u4e00\u4e2a\u8ba9\u4eba\u611f\u89c9\u6700\u8212\u9002\u7684\u5e03\u5c40\uff0c\u6240\u6709\u8fd9\u4e00\u5207\u90fd\u4e0d\u9700\u8981\u5de5\u7a0b\u5e08\u7684\u8bbe\u8ba1\uff0c\u800c\u662f\u795e\u7ecf\u7f51\u7edc\u81ea\u52a8\u5b66\u4e60\u5f97\u5230\u7684\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5728\u5fc3\u7406\u5b66\u9886\u57df\u4e2d\u6709\u4e00\u4e2a\u6c89\u6d78\u7684\u6982\u5ff5\uff0c\u5b83\u662f\u6307\u5f53\u4eba\u4e0e\u5916\u754c\u4e8b\u7269\u7684\u901a\u8baf\u4fe1\u606f\u91cf\u975e\u5e38\u5927\u7684\u65f6\u5019\uff0c\u4eba\u5c31\u4f1a\u8fdb\u5165\u5fc3\u6d41\u72b6\u6001\uff0c\u4ece\u800c\u6c89\u6d78\u5230\u4e86\u8fd9\u4e2a\u4e8b\u7269\u4e4b\u4e2d\u3002\u5f53\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u4f5c\u4e3a\u94fe\u63a5\u5668\u6a2a\u8de8\u5728\u5927\u91cf\u7cfb\u7edf\u4e4b\u95f4\u7684\u65f6\u5019\uff0c\u4e0d\u540c\u7cfb\u7edf\u4e4b\u95f4\u5c31\u5f7c\u6b64\u6c89\u6d78\u5176\u4e2d\uff0c\u4ece\u800c\u4f7f\u5f97\u6574\u4e2a\u7cfb\u7edf\u8868\u73b0\u5f97\u66f4\u50cf\u4e00\u4e2a\u6574\u4f53\u3002\u603b\u4e4b\uff0c\u5f53\u6df1\u5ea6\u5b66\u4e60\u94fe\u63a5\u5668\u666e\u904d\u5b58\u5728\u7684\u65f6\u5019\uff0c\u4e07\u7269\uff08\u6216\u8005\u81f3\u5c11\u662f\u4eba\u9020\u7269\uff09\u4e4b\u95f4\u7684\u9694\u9602\u548c\u8fb9\u754c\u4e5f\u5c06\u4f1a\u8d8a\u6765\u8d8a\u6a21\u7cca\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<section  class=\"mpa-template\"  style=\"white-space: normal;\">\n<p style=\"color: rgb(62, 62, 62); font-size: 16px; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255);\"><img class=\"__bg_gif\"     width=\"100%\" style=\"visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534232308.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin: 10px 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255); letter-spacing: 0.5px; line-height: 2em; text-align: center;\"><span style=\"color: rgb(123, 12, 0);\"><strong>\u5c3e\u58f0<\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\"><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6709\u4eba\u8bf4\u673a\u5668\u5b66\u4e60\u3001\u795e\u7ecf\u7f51\u7edc\u7684\u672c\u8d28\u5c31\u5728\u4e8e\u9884\u6d4b\uff0c\u8fd9\u672c\u6ca1\u6709\u9519\uff0c\u6211\u4eec\u7684\u786e\u53ef\u4ee5\u7528\u6df1\u5ea6\u5b66\u4e60\u6765\u505a\u9884\u6d4b\u3002\u4f46\u662f\uff0c\u7ad9\u5728\u5168\u5c40\u5c42\u9762\u770b\uff0c\u6df1\u5ea6\u5b66\u4e60\u7684\u9884\u6d4b\u4f5c\u7528\u8fd8\u975e\u5e38\u6709\u9650\u3002\u4f46\u662f\u5f53\u5404\u79cd\u6df1\u5ea6\u5b66\u4e60\u82af\u7247\u94fa\u5929\u76d6\u5730\u5730\u8fdb\u5165\u5e02\u573a\u7684\u65f6\u5019\uff0c\u795e\u7ecf\u7f51\u7edc\u7684\u9ad8\u901a\u3001\u91cd\u5ea6\u3001\u8bed\u4e49\u94fe\u63a5\u5c5e\u6027\u5c31\u4f1a\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4fee\u5efa\u9ad8\u901a\u91cf\u901a\u9053\u5c06\u4f1a\u53d8\u5f97\u53ef\u80fd\uff0c\u4eba\u4e0e\u4eba\u3001\u4eba\u4e0e\u7269\uff0c\u4ee5\u53ca\u7269\u4e0e\u7269\u4e4b\u95f4\u7684\u8054\u7cfb\u5c06\u4f1a\u53d8\u5f97\u66f4\u52a0\u7d27\u5bc6\u3001\u66f4\u52a0\u6df1\u5165\uff0c\u6574\u4e2a\u4e16\u754c\u4e5f\u5c06\u4f1a\u5728\u66f4\u6df1\u7684\u5c42\u9762\u76f8\u4e92\u8fde\u63a5\u5f62\u6210\u4e00\u4e2a\u6574\u4f53\uff0c\u8fd9\u5c31\u662f\u672c\u7bc7\u6587\u7ae0\u6240\u8981\u4f20\u8fbe\u7684\u89c2\u70b9\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u7136\u800c\uff0c\u8fd9\u8fd8\u4ec5\u4ec5\u662f\u4eba\u5de5\u667a\u80fd\u9769\u547d\u7684\u5f00\u59cb\u3002\u6b63\u5982\u5f53\u5e74\u4e92\u8054\u7f51\u8ba9\u94fe\u63a5\u4e07\u7269\u7684\u80fd\u529b\u8fc5\u901f\u666e\u53ca\u5230\u6211\u4eec\u7684\u751f\u6d3b\uff0c\u4eba\u7c7b\u793e\u4f1a\u5c31\u4f1a\u53d1\u751f\u5929\u7ffb\u5730\u8986\u7684\u53d8\u5316\u4e00\u6837\uff0c\u5f53\u91cd\u5ea6\u3001\u9ad8\u901a\u3001\u8bed\u4e49\u94fe\u63a5\u5668\u666e\u53ca\u5230\u5404\u4e2a\u89d2\u843d\u7684\u65f6\u5019\uff0c\u4eba\u7c7b\u4e43\u81f3\u6574\u4e2a\u5730\u7403\u5fc5\u7136\u4e5f\u4f1a\u53d1\u751f\u66f4\u5de8\u5927\u7684\u53d8\u5316\u3002\u66f4\u591a\u8be6\u60c5\uff0c\u8bf7\u60a8\u7ee7\u7eed\u5173\u6ce8\u6211\u4eec\u7684AI\u89c6\u91ce\u7cfb\u5217\u6587\u7ae0\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\">\u5f53\u7136\uff0c\u5728\u5f53\u4eca\u91cd\u8981\u7684\u6df1\u5ea6\u5b66\u4e60\u9769\u547d\u4e2d\uff0c\u8fd8\u6709\u4e00\u4e2a\u65b9\u9762\u6211\u6ca1\u6709\u6d89\u53ca\uff0c\u8fd9\u5c31\u662fAlphaGo\u4e2d\u4f7f\u7528\u7684\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u3002\u8be5\u7b97\u6cd5\u663e\u7136\u662f\u4e00\u9879\u91cd\u5927\u7684\u7a81\u7834\uff0c\u5b83\u5c06\u53e4\u8001\u7684\u5f3a\u5316\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u8054\u5408\u4e86\u8d77\u6765\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: 2em;\"><span style=\"font-size: 13px;\"><\/span><img     src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232308.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><span style=\"font-size: 13px;\">\u8be5\u7b97\u6cd5\u663e\u7136\u662f\u4e00\u9879\u91cd\u5927\u7684\u7a81\u7834\uff0c\u5b83\u5c06\u53e4\u8001\u7684\u5f3a\u5316\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u8054\u5408\u4e86\u8d77\u6765\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u5e94\u7528\u4e0e\u672c\u6587\u8ba8\u8bba\u7684\u5185\u5bb9\u5374\u5e76\u4e0d\u517c\u5bb9\uff0c\u5173\u4e8e\u8fd9\u4e00\u70b9\uff0c\u6211\u4f1a\u53e6\u6587\u8be6\u8ff0\u3002<\/span><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 13px;\">\u5173\u4e8e\u6df1\u5ea6\u5b66\u4e60\uff0c\u8bf7\u53c2\u770b\u8bfe\u7a0b\uff1a\uff08\u6216\u8005\u70b9\u51fb\u9605\u8bfb\u539f\u6587\uff09<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; letter-spacing: 0.5px;\"><a style=\"color: rgb(112, 177, 231); text-decoration: underline; outline: none; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; font-size: 13px; cursor: pointer !important;\">http:\/\/campus.swarma.org\/vdetail=10136\uff1fsrc=2<\/a><\/p>\n<p style=\"margin: 10px 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255); letter-spacing: 0.5px; line-height: 2em; text-align: center;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534232308.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255); letter-spacing: 0.5px; line-height: 2em; text-align: left;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 13px;\">\u5173\u4e8e\u673a\u5668\u7ffb\u8bd1\u8bfe\u7a0b\uff1a<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255); letter-spacing: 0.5px; line-height: 2em; text-align: left;\"><span style=\"font-size: 13px;\">http:\/\/campus.swarma.org\/gcou=10062?src=2<\/span><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534232308-1.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 5px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: normal;\"><strong><span style=\"font-size: 13px;\"><\/span><\/strong><br  \/><\/p>\n<p style=\"margin: 5px 0.5em; white-space: normal; letter-spacing: 0.5px; line-height: normal;\"><strong><span style=\"font-size: 13px;\"><br  \/><\/span><\/strong><\/p>\n<hr style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal;\"  \/>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; text-align: center;\"><img width=\"100%\" class=\"__bg_gif\"     style=\"color: rgb(62, 62, 62); font-size: 16px; letter-spacing: 0.5px; background-color: rgb(255, 255, 255); visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232308.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); line-height: 25.6px; letter-spacing: 0.5px; background-color: rgb(255, 255, 255);\">\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; text-align: center; outline: none;\">\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; outline: none;\">\n<section   style=\"outline: none;\">\n<section  style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 15px; outline: none;\">\n<section  style=\"line-height: 25.6px; border-color: rgb(123, 12, 0);\">\n<p style=\"margin-top: 10px; margin-bottom: 10px; padding-right: 3px; padding-left: 3px; transform: translate3d(0px, 0px, 0px); border-color: rgb(123, 12, 0); line-height: 1.5em;\"><strong><span style=\"font-size: 12px; color: rgb(136, 136, 136);\">\u96c6\u667aQQ\u7fa4\uff5c292641157<br  \/>\u5546\u52a1\u5408\u4f5c\uff5czhangqian@swarma.org<br  \/>\u6295\u7a3f\u8f6c\u8f7d\uff5cwangting@swarma.org<\/span><\/strong><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; outline: none;\">\n<h1 style=\"margin-top: 10px; margin-bottom: 10px; line-height: 1.75em;\"><strong style=\"font-size: 14px; white-space: pre-wrap; color: rgb(0, 112, 192); line-height: 25.6px;\"><strong style=\"line-height: 28px; white-space: normal; color: rgb(61, 170, 214); font-size: 20px;\"><span style=\"font-size: 14px; color: rgb(136, 136, 136);\"><span style=\"color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 14px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 14px; color: rgb(71, 193, 168); line-height: 20px; overflow-wrap: break-word !important;\">\n<p style=\"margin: 5px auto; padding: 10px; width: 180px; border-width: 2px; border-style: dashed; border-color: rgb(132, 132, 132); line-height: normal; overflow-wrap: break-word !important;\"><img width=\"auto\"      style=\"overflow-wrap: break-word !important; visibility: visible !important; width: auto !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534232308.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<\/section>\n<p><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<blockquote class='keep-source'>\n<p>\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a                         \u96c6\u667a\u4ff1\u4e50\u90e8                      <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5f20\u6c5f&nbsp;\u5317\u4eac\u5e08\u8303\u5927\u5b66\u526f\u6559\u6388\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u3001AI\u5b66\u56ed\u521b\u59cb\u4eba\uff0c\u817e\u8baf\u7814\u7a76\u9662\u3001\u963f\u91cc\u7814\u7a76\u9662\u3001\u7f51\u7edc\u667a\u5e93\u4e13\u5bb6\u3001\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\u4e0e\u5e03\u9053\u5e08\u3002 \u5bfc\u8bed \u4eba\u5de5\u667a\u80fd\u771f\u7684\u6765\u4e86\uff01 \u6709\u4eba\u8bf4\uff0c\u8fd9\u4e5f\u8bb8\u4f1a\u662f\u4eba\u7c7b\u5386\u53f2\u4e0a\u7684\u6700\u540e\u4e00\u6b21\u9769\u547d\uff01\u6240\u6709\u4eba\u90fd\u5e0c\u671b\u80fd\u591f\u4e58\u4e0aAI\u8fd9\u6761\u5de8\u9f99\uff0c\u8de8\u5165\u672a\u6765\u3002\u7136\u800c\uff0c\u5728\u884c\u52a8\u4e4b\u524d\u6700\u597d\u8fd8\u662f\u5148\u505a\u597d\u51c6\u5907\uff0c\u6211\u4eec\u5fc5\u987b\u5177\u5907\u4e0eAI\u540c\u6837&#8230;<\/p>\n","protected":false},"author":1,"featured_media":5370,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/5369"}],"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=5369"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/5369\/revisions"}],"predecessor-version":[{"id":5399,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/5369\/revisions\/5399"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/5370"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5369"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5369"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5369"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=5369"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}