{"id":5201,"date":"2017-06-30T12:30:08","date_gmt":"2017-06-30T03:30:08","guid":{"rendered":"https:\/\/deeplearning.jp\/?p=5201"},"modified":"2017-06-30T12:30:08","modified_gmt":"2017-06-30T03:30:08","slug":"2016%e5%b9%b4%e5%ba%a6%e5%85%88%e7%ab%af%e4%ba%ba%e5%b7%a5%e7%9f%a5%e8%83%bd%e8%ab%96%e2%85%a0%ef%bc%88%e6%9d%b1%e4%ba%ac%e5%a4%a7%e5%ad%a6%e5%a4%a7%e5%ad%a6%e9%99%a2%e8%ac%9b%e7%be%a9%ef%bc%89","status":"publish","type":"post","link":"https:\/\/deeplearning.jp\/en\/2016%e5%b9%b4%e5%ba%a6%e5%85%88%e7%ab%af%e4%ba%ba%e5%b7%a5%e7%9f%a5%e8%83%bd%e8%ab%96%e2%85%a0%ef%bc%88%e6%9d%b1%e4%ba%ac%e5%a4%a7%e5%ad%a6%e5%a4%a7%e5%ad%a6%e9%99%a2%e8%ac%9b%e7%be%a9%ef%bc%89\/","title":{"rendered":"2016\u5e74\u5ea6\u5148\u7aef\u4eba\u5de5\u77e5\u80fd\u8ad6\u2160\uff08\u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u8b1b\u7fa9\uff09"},"content":{"rendered":"<header class=\"entry-header\">\n<h1 class=\"entry-title\">AAI-IST2016<\/h1>\n<\/header>\n<div class=\"entry-content\">\n<h2>2016\u5e74\u5ea6\u5148\u7aef\u4eba\u5de5\u77e5\u80fd\u8ad6\u2160\uff08\u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u8b1b\u7fa9\uff09<\/h2>\n<p>MLP\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\u300cPractice makes perfect\u300d\u306e\u8003\u3048\u306b\u57fa\u304d\u3001\u6f14\u7fd2\u3092\u901a\u3058\u3066\u306e\u6280\u8853\u7fd2\u5f97\u3092\u76ee\u6307\u3057\u307e\u3059\u3002\u6f14\u7fd2\u3067\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u4e0a\u304b\u3089GPU\u3092\u5229\u7528\u3057\u305fPython\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u53ef\u80fd\u306a\u958b\u767a\u74b0\u5883\u300c<a href=\"http:\/\/ilect.net\/\">ilect.net<\/a>\u300d\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u672c\u984c\u306b\u96c6\u4e2d\u3057\u3066\u5b66\u7fd2\u3067\u304d\u307e\u3059\uff08ilect\u306e\u8a73\u7d30\u306f<a href=\"http:\/\/ilect.net\/what-is-ilect\/\">\u3053\u3061\u3089<\/a>\uff09\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\u706b\u66dc\u65e5\u3000\u7b2c\uff14\u6642\u9650\uff08\uff11\uff14\uff1a\uff15\uff15\uff5e\uff11\uff16\uff1a\uff14\uff10\uff09<\/li>\n<li>\u5834\u6240\uff1a\u6771\u4eac\u5927\u5b66\u5de5\u5b66\u90e8\uff12\u53f7\u9928\uff12\uff12\uff13\u8b1b\u7fa9\u5ba4<\/li>\n<li>\u5bfe\u8c61\uff1a\u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u751f\uff08\u6ce8\u610f\uff1a\u6f14\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u5236\u9650\u304b\u3089\u3001\uff15\uff10\u540d\u7a0b\u5ea6\u306e\u53d7\u8b1b\u306b\u306a\u308a\u307e\u3059\uff09<\/li>\n<\/ul>\n<p><a href=\"http:\/\/ail.tokyo\/%e6%97%a5%e6%9c%ac%e8%aa%9e-registraiton-aai-ist2016\/\">\u5fdc\u52df\u30da\u30fc\u30b8<\/a><\/p>\n<h2>\u76ee\u6b21<\/h2>\n<p>\uff08\u5185\u5bb9\u306f\u8abf\u6574\u4e2d\u3067\u3001\u5909\u66f4\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3059\uff09<\/p>\n<ol>\n<li>Introduction<br \/>\n\u5185\u5bb9\uff1aDeep Learning\u3068\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u6280\u8853\u306e\u6b74\u53f2\u3001\u793e\u4f1a\u3078\u306e\u5f71\u97ff\uff0f\u8b1b\u7fa9\u5168\u4f53\u50cf\u3068\u6ce8\u610f\u4e8b\u9805\u306a\u3069<br \/>\n\u65e5\u4ed8\uff1a2016\/ 4\/19<\/li>\n<li>Machine Learning 1<br \/>\n\u5185\u5bb9\uff1aMachine Learning, k-NN, Logistic Regression\uff0f\u00a0Training, Testing<br \/>\n\u65e5\u4ed8\uff1a2016\/ 4\/26<\/li>\n<li>Machine Learning 2<br \/>\n\u5185\u5bb9\uff1aNumpy,Scipy, Scikit-learn\u3092\u5229\u7528\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\uff0fNumpy Idioms\uff0f\u9ad8\u5ea6\u306a\u884c\u5217\u64cd\u4f5c\u3001\u30b9\u30e9\u30a4\u30b7\u30f3\u30b0<br \/>\n\u65e5\u4ed8\uff1a2016\/ 5\/10<\/li>\n<li>Perception+Feed Forward Network, Gradient\u00a0Descent<br \/>\n\u5185\u5bb9\uff1a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u57fa\u790e<br \/>\n\u65e5\u4ed8\uff1a2016\/ 5\/17<\/li>\n<li>Gradient Descent, Stochastic Gradient Descent, Optimizers<br \/>\n\u5185\u5bb9\uff1aTheano\u57fa\u790e\uff0fOptimizers<br \/>\n\u65e5\u4ed8\uff1a2016\/ 5\/24<\/li>\n<li>Autoencoders<br \/>\n\u5185\u5bb9\uff1adenoising Autoencoder, SdA<br \/>\n\u65e5\u4ed8\uff1a2016\/ 5\/31<\/li>\n<li>Convolutional Neural Networks(CNN)<br \/>\n\u5185\u5bb9\uff1aCNN\u57fa\u790e<br \/>\n\u65e5\u4ed8\uff1a2016\/ 6\/7<\/li>\n<li>Convolutional Neural Networks(CNN) 2<br \/>\n\u5185\u5bb9\uff1aCNN\u5fdc\u7528<br \/>\n\u65e5\u4ed8\uff1a2016\/ 6\/14<\/li>\n<li>\u751f\u6210\u30e2\u30c7\u30eb<br \/>\n\u5185\u5bb9\uff1aRBM,VAE\u306a\u3069<br \/>\n\u65e5\u4ed8\uff1a2016\/ 6\/21<\/li>\n<li>Recurrent Neural Networks(RNN)<br \/>\n\u5185\u5bb9\uff1a\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u6271\u3044<br \/>\n\u65e5\u4ed8\uff1a2016\/ 6\/28<\/li>\n<li>Deep Learning and Language Models<br \/>\n\u5185\u5bb9\uff1aWord Embedding,LSTM,Language Models<br \/>\n\u65e5\u4ed8\uff1a2016\/ 7\/5<\/li>\n<li>Advanced Topics \u3068\u307e\u3068\u3081<br \/>\n\u5185\u5bb9\uff1a\u30ed\u30dc\u30c3\u30c8\u3078\u306e\u5fdc\u7528\u3001\u9ad8\u5ea6\u306a\u753b\u50cf\u51e6\u7406\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff0fDQN,AlphaGo\u7b49<br \/>\n\u65e5\u4ed8\uff1a<del>2016\/ 7\/12<\/del>\u00a0\u2192\u00a0<strong>2016\/ 7\/19 \uff08\u65e5\u7a0b\u304c\u5909\u66f4\u306b\u306a\u308a\u307e\u3057\u305f\uff09<\/strong><\/li>\n<\/ol>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>AAI-IST2016 2016\u5e74\u5ea6\u5148\u7aef\u4eba\u5de5\u77e5\u80fd\u8ad6\u2160\uff08\u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u8b1b\u7fa9\uff09 MLP\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 <a class=\"read-more\" href=\"https:\/\/deeplearning.jp\/en\/2016%e5%b9%b4%e5%ba%a6%e5%85%88%e7%ab%af%e4%ba%ba%e5%b7%a5%e7%9f%a5%e8%83%bd%e8%ab%96%e2%85%a0%ef%bc%88%e6%9d%b1%e4%ba%ac%e5%a4%a7%e5%ad%a6%e5%a4%a7%e5%ad%a6%e9%99%a2%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-5201","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 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