{"id":5206,"date":"2017-06-30T12:32:25","date_gmt":"2017-06-30T03:32:25","guid":{"rendered":"https:\/\/deeplearning.jp\/?p=5206"},"modified":"2017-06-30T12:32:33","modified_gmt":"2017-06-30T03:32:33","slug":"2015%e5%b9%b4%e5%ba%a6%e3%80%8cdeep-learning%e5%9f%ba%e7%a4%8e%e8%ac%9b%e5%ba%a7%e3%80%8d%ef%bc%88%e5%85%ac%e9%96%8b%e8%ac%9b%e7%be%a9%ef%bc%89","status":"publish","type":"post","link":"https:\/\/deeplearning.jp\/en\/2015%e5%b9%b4%e5%ba%a6%e3%80%8cdeep-learning%e5%9f%ba%e7%a4%8e%e8%ac%9b%e5%ba%a7%e3%80%8d%ef%bc%88%e5%85%ac%e9%96%8b%e8%ac%9b%e7%be%a9%ef%bc%89\/","title":{"rendered":"2015\u5e74\u5ea6\u300cDeep Learning\u57fa\u790e\u8b1b\u5ea7\u300d\uff08\u516c\u958b\u8b1b\u7fa9\uff09"},"content":{"rendered":"<h2>Deep Learning\u57fa\u790e\u8b1b\u5ea7<\/h2>\n<p>\u300cDeep Learning\u57fa\u790e\u8b1b\u5ea7\u300d\u3067\u306f\u3001MLP\u30fb\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u57fa\u790e\u304b\u3089\u59cb\u307e\u308a\u3001\u5f90\u3005\u306bDeep Learning\u306e\u6838\u5fc3\u7684\u6280\u8853\u3084\u6700\u65b0\u30c8\u30d4\u30c3\u30af\u304c\u5b66\u3079\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3001\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u6559\u79d1\u66f8\u3068\u3057\u3066\u300c\u6df1\u5c64\u5b66\u7fd2\u300d\uff08\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30b7\u30ea\u30fc\u30ba\uff09\u3092\u5229\u7528\u3057\u307e\u3059\u306e\u3067\u53d7\u8b1b\u8005\u306f\u5fc5\u305a\u7528\u610f\u3057\u3066\u53d7\u8b1b\u306b\u81e8\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul>\n<li>\u65e5\u6642\uff1a\u6bce\u9031\u6708\u66dc\u65e5\uff11\uff16\uff1a\uff15\uff10\u301c<\/li>\n<li>\u5834\u6240\uff1a\u5de5\u5b66\u90e8\uff12\u53f7\u9928\u30fb\uff13\u53f7\u9928<\/li>\n<\/ul>\n<p>\u76ee\u6b21\uff1a<\/p>\n<ol>\n<li>Introduction<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/ \u00a02<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>k-NN, Logistic Regression, Softmax, train\/dev\/test development<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/ \u00a09<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>Perceptron + Feed Forward Network<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/16<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>Gradient Descent, Stochastic Gradient Descent<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/24\uff0823\u65e5\u306f\u795d\u65e5\u306e\u305f\u3081\u65e5\u7a0b\u5909\u66f4\uff09<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>Autoencoders \u2013 RBM<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/30<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>Convolutional Neural Networks<br \/>\n\u65e5\u4ed8\uff1a2015\/12\/ \u00a07<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>Recurrent Neural Networks<br \/>\n\u65e5\u4ed8\uff1a2015\/12\/14<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99284\u968e34\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>Deep Learning and Language Models<br \/>\n\u65e5\u4ed8\uff1a2015\/12\/21<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>Advanced Topics<br \/>\n\u65e5\u4ed8\uff1a2016\/ \u00a01\/14<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99282\u968e31\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>\u6700\u7d42\u767a\u8868\u4f1a\uff08\u7279\u5225\u8b1b\u6f14\uff1aPFN \u5927\u91ce\u6c0f \u300c\u6df1\u5c64\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6982\u8ad6\u304a\u3088\u3073Chainer\u300d\uff09<br \/>\n\u65e5\u4ed8\uff1a2016\/ \u00a01\/23 \u203b\u65e5\u7a0b\u5909\u66f4\u306b\u306a\u308a\u307e\u3057\u305f<br \/>\n\u5834\u6240\uff1a\u30c9\u30ef\u30f3\u30b4\u30bb\u30df\u30ca\u30fc\u30eb\u30fc\u30e0\uff08\u677e\u7af9\u30b9\u30af\u30a8\u30a2\uff09<\/li>\n<\/ol>\n<p><strong><a href=\"http:\/\/ail.tokyo\/register\/\">\u7533\u3057\u8fbc\u307f\u30da\u30fc\u30b8<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deep Learning\u57fa\u790e\u8b1b\u5ea7 \u300cDeep Learning\u57fa\u790e\u8b1b\u5ea7\u300d\u3067\u306f\u3001MLP\u30fb\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u57fa\u790e\u304b\u3089\u59cb\u307e\u308a\u3001\u5f90\u3005\u306bDeep Learning\u306e\u6838\u5fc3\u7684\u6280 <a class=\"read-more\" href=\"https:\/\/deeplearning.jp\/en\/2015%e5%b9%b4%e5%ba%a6%e3%80%8cdeep-learning%e5%9f%ba%e7%a4%8e%e8%ac%9b%e5%ba%a7%e3%80%8d%ef%bc%88%e5%85%ac%e9%96%8b%e8%ac%9b%e7%be%a9%ef%bc%89\/\"> more <i class=\"fa fa-arrow-right\" aria-hidden=\"true\"><\/i><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[57,59],"tags":[],"class_list":["post-5206","post","type-post","status-publish","format-standard","hentry","category-education","category-lecture"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"Deep Learning\u57fa\u790e\u8b1b\u5ea7 \u300cDeep Learning\u57fa\u790e\u8b1b\u5ea7\u300d\u3067\u306f\u3001MLP\u30fb\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"admin\"\/>\n\t<link rel=\"canonical\" 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