{"id":330,"date":"2019-02-02T14:59:31","date_gmt":"2019-02-02T05:59:31","guid":{"rendered":"http:\/\/hirlab.net\/nblog\/?p=330"},"modified":"2019-09-02T19:49:23","modified_gmt":"2019-09-02T10:49:23","slug":"%e4%ba%ba%e5%b7%a5%e7%9f%a5%e8%83%bd%e3%81%af%e3%80%8c%e7%9f%a5%e8%83%bd%e3%80%8d%e3%81%a8%e5%91%bc%e3%81%b9%e3%82%8b%e3%81%ae%ef%bc%9f%e6%9c%80%e6%96%b0%e6%8a%80%e8%a1%93%e3%82%82%e8%a6%8b%e3%81%a6","status":"publish","type":"post","link":"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/","title":{"rendered":"\u4eba\u5de5\u77e5\u80fd\u306f\u300c\u77e5\u80fd\u300d\u3068\u547c\u3079\u308b\u306e\uff1f\u6700\u65b0\u6280\u8853\u3082\u898b\u3066\u307f\u3088\u3046\uff01"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_11 counter-hierarchy counter-decimal ez-toc-light-blue\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u30b3\u30f3\u30c6\u30f3\u30c4<\/p>\n<span class=\"ez-toc-title-toggle\"><a class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\"><i class=\"ez-toc-glyphicon ez-toc-icon-toggle\"><\/i><\/a><\/span><\/div>\n<nav><ul class=\"ez-toc-list ez-toc-list-level-1\"><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E3%81%AF%E3%81%98%E3%82%81%E3%81%AB\" title=\"\u306f\u3058\u3081\u306b\">\u306f\u3058\u3081\u306b<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E3%81%9D%E3%82%82%E3%81%9D%E3%82%82%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E3%81%A8%E3%81%AF%EF%BC%9F\" title=\"\u305d\u3082\u305d\u3082\u4eba\u5de5\u77e5\u80fd\u3068\u306f\uff1f\">\u305d\u3082\u305d\u3082\u4eba\u5de5\u77e5\u80fd\u3068\u306f\uff1f<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E5%B7%A5%E5%AD%A6%E7%9A%84%E8%A6%96%E7%82%B9%E3%81%A7%E3%81%AE%E7%A0%94%E7%A9%B6\" title=\"\u5de5\u5b66\u7684\u8996\u70b9\u3067\u306e\u7814\u7a76\">\u5de5\u5b66\u7684\u8996\u70b9\u3067\u306e\u7814\u7a76<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E7%90%86%E5%AD%A6%E7%9A%84(%E5%8C%BB%E5%AD%A6%E7%9A%84)%E8%A6%96%E7%82%B9%E3%81%A7%E3%81%AE%E7%A0%94%E7%A9%B6\" title=\"\u7406\u5b66\u7684(\u533b\u5b66\u7684)\u8996\u70b9\u3067\u306e\u7814\u7a76\">\u7406\u5b66\u7684(\u533b\u5b66\u7684)\u8996\u70b9\u3067\u306e\u7814\u7a76<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E3%81%AE%E3%81%97%E3%81%8F%E3%81%BF\" title=\"\u4eba\u5de5\u77e5\u80fd\u306e\u3057\u304f\u307f\">\u4eba\u5de5\u77e5\u80fd\u306e\u3057\u304f\u307f<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E6%9C%80%E5%85%88%E7%AB%AF%E3%81%AE%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E6%8A%80%E8%A1%93\" title=\"\u6700\u5148\u7aef\u306e\u4eba\u5de5\u77e5\u80fd\u6280\u8853\">\u6700\u5148\u7aef\u306e\u4eba\u5de5\u77e5\u80fd\u6280\u8853<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E7%89%A9%E4%BD%93%E8%AA%8D%E8%AD%98\" title=\"\u7269\u4f53\u8a8d\u8b58\">\u7269\u4f53\u8a8d\u8b58<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E5%8C%BB%E7%99%82%E3%83%BB%E4%BB%8B%E8%AD%B7%E3%83%BB%E3%81%9D%E3%81%AE%E4%BB%96\" title=\"\u533b\u7642\u30fb\u4ecb\u8b77\u30fb\u305d\u306e\u4ed6\">\u533b\u7642\u30fb\u4ecb\u8b77\u30fb\u305d\u306e\u4ed6<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E3%81%AE%E8%AA%B2%E9%A1%8C\" title=\"\u4eba\u5de5\u77e5\u80fd\u306e\u8ab2\u984c\">\u4eba\u5de5\u77e5\u80fd\u306e\u8ab2\u984c<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E7%A0%B4%E5%B1%80%E7%9A%84%E5%BF%98%E5%8D%B4\" title=\"\u7834\u5c40\u7684\u5fd8\u5374\">\u7834\u5c40\u7684\u5fd8\u5374<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#Adversarial_Examples\" title=\"Adversarial Examples\">Adversarial Examples<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E3%81%AF%E3%80%8C%E7%9F%A5%E8%83%BD%E3%80%8D%E3%81%A8%E5%91%BC%E3%81%B9%E3%82%8B%E3%81%AE%E3%81%8B%EF%BC%9F\" title=\"\u4eba\u5de5\u77e5\u80fd\u306f\u300c\u77e5\u80fd\u300d\u3068\u547c\u3079\u308b\u306e\u304b\uff1f\">\u4eba\u5de5\u77e5\u80fd\u306f\u300c\u77e5\u80fd\u300d\u3068\u547c\u3079\u308b\u306e\u304b\uff1f<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/hirlab.net\/nblog\/category\/ai\/art_330\/#%E3%81%BE%E3%81%A8%E3%82%81\" title=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%AF%E3%81%98%E3%82%81%E3%81%AB\"><\/span>\u306f\u3058\u3081\u306b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8fd1\u5e74\uff0c\u81f3\u308b\u6240\u3067\u4ee5\u4e0b\u306e\u30ef\u30fc\u30c9\u3092\u76ee\u306b\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u306d\uff0e<\/p>\n<ul>\n<li>\u4eba\u5de5\u77e5\u80fd<\/li>\n<li>AI<\/li>\n<li>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u4eca\u3084\u5bb6\u96fb\u3084\u81ea\u52d5\u8eca\u306b\u3082\u642d\u8f09\u3055\u308c\u59cb\u3081\u3066\u3044\u308b\u300c\u4eba\u5de5\u77e5\u80fd\u300d\u3067\u3059\u304c\uff0c\u679c\u305f\u3057\u3066\u672c\u5f53\u306b<strong><mark>\u77e5\u80fd<\/mark><\/strong>\u3068\u547c\u3079\u308b\u306e\uff1f<\/p>\n<p>\u307e\u3042\u50d5\u306e\u6301\u8ad6\u3082\u5927\u304d\u304f\u5165\u308a\u307e\u3059\u306e\u3067\uff0c\u4e00\u500b\u4eba\u610f\u898b\u3068\u3057\u3066\u8aad\u307f\u6d41\u3057\u3066\u304f\u3060\u3055\u3044m(_ _)m<\/p>\n<h2 id=\"2\"><span class=\"ez-toc-section\" id=\"%E3%81%9D%E3%82%82%E3%81%9D%E3%82%82%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E3%81%A8%E3%81%AF%EF%BC%9F\"><\/span>\u305d\u3082\u305d\u3082\u4eba\u5de5\u77e5\u80fd\u3068\u306f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u307e\u305a\u306f\u3058\u3081\u306b\u4eba\u5de5\u77e5\u80fd\u3068\u306f\u4f55\u304b\uff0c\u3068\u3044\u3046\u8a71\u3092\u3057\u3066\u3044\u304d\u307e\u3059\uff0e\u5148\u306bWikipedia\u304b\u3089\u5f15\u7528\u3057\u305f\u3082\u306e\u3092\u8f09\u305b\u3066\u304a\u304d\u307e\u3059\u306d\uff0e<\/p>\n<blockquote><p><b>\u4eba\u5de5\u77e5\u80fd<\/b><span class=\"rp\">\uff08<\/span>\u82f1:\u00a0<span lang=\"en\">artificial intelligence<\/span>\u3001<b>AI<\/b>\uff09\u3068\u306f\u3001<span style=\"color: #000000;\"><strong>\u8a08\u7b97\u3068\u3044\u3046\u6982\u5ff5\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3068\u3044\u3046\u9053\u5177\u3092\u7528\u3044\u3066\u77e5\u80fd\u3092\u7814\u7a76\u3059\u308b<\/strong><\/span>\u8a08\u7b97\u6a5f\u79d1\u5b66\u306e\u4e00\u5206\u91ce\u3092\u6307\u3059\u8a9e\u3002<span style=\"color: #000000;\"><strong>\u8a00\u8a9e\u306e\u7406\u89e3\u3084\u63a8\u8ad6\u3001\u554f\u984c\u89e3\u6c7a\u306a\u3069\u306e\u77e5\u7684\u884c\u52d5\u3092\u4eba\u9593\u306b\u4ee3\u308f\u3063\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u884c\u308f\u305b\u308b\u6280\u8853<\/strong><\/span>\u3001\u307e\u305f\u306f\u3001\u8a08\u7b97\u6a5f\uff08\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\uff09\u306b\u3088\u308b\u77e5\u7684\u306a\u60c5\u5831\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u3084\u5b9f\u73fe\u306b\u95a2\u3059\u308b\u7814\u7a76\u5206\u91ce\u3068\u3082\u3055\u308c\u308b\u3002<br \/>\n<cite style=\"text-align: right;\"><span style=\"color: #808080;\"><a style=\"color: #808080;\" href=\"https:\/\/ja.wikipedia.org\/wiki\/\u4eba\u5de5\u77e5\u80fd\">https:\/\/ja.wikipedia.org\/wiki\/\u4eba\u5de5\u77e5\u80fd<\/a><\/span><\/cite><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<p>Wikipedia\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u308b\u901a\u308a\uff0c\u4eba\u5de5\u77e5\u80fd\u3068\u306f<strong><mark>\u5927\u304d\u304f\u5206\u3051\u30662\u3064\u306e\u7814\u7a76\u76ee\u7684<\/mark><\/strong>\u304c\u5b58\u5728\u3057\u307e\u3059\uff0e<\/p>\n<h3 id=\"2-1\"><span class=\"ez-toc-section\" id=\"%E5%B7%A5%E5%AD%A6%E7%9A%84%E8%A6%96%E7%82%B9%E3%81%A7%E3%81%AE%E7%A0%94%E7%A9%B6\"><\/span>\u5de5\u5b66\u7684\u8996\u70b9\u3067\u306e\u7814\u7a76<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3053\u3061\u3089\u306e\u7814\u7a76\u304c\u4eca\u306f\u8868\u7acb\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u304c\uff0c\u8981\u3059\u308b\u306b<mark><strong>\u4eba\u9593\u306e\u77e5\u80fd\u3092\u6a21\u5023\u3057\u3066\u5f79\u7acb\u3064\u30e2\u30ce\u3092\u4f5c\u308a\u307e\u3057\u3087\u3046<\/strong><\/mark>\u3068\u3044\u3046\u8996\u70b9\u3067\u3059\uff0e<\/p>\n<p>Siri\u3084OK Google\u306a\u3069\u306e\u767a\u8a71\u89e3\u6790\u30fb\u8a8d\u8b58\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\uff0c\u307e\u305f\u306f\u81ea\u52d5\u904b\u8ee2\u6280\u8853\uff08\u753b\u50cf\u51e6\u7406\uff09\u306a\u3069\u304c\u4ee3\u8868\u7684\u306a\u4f8b\u3067\u3059\u306d\uff0e<\/p>\n<h3 id=\"2-2\"><span class=\"ez-toc-section\" id=\"%E7%90%86%E5%AD%A6%E7%9A%84(%E5%8C%BB%E5%AD%A6%E7%9A%84)%E8%A6%96%E7%82%B9%E3%81%A7%E3%81%AE%E7%A0%94%E7%A9%B6\"><\/span>\u7406\u5b66\u7684(\u533b\u5b66\u7684)\u8996\u70b9\u3067\u306e\u7814\u7a76<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e00\u65b9\u3067\u3053\u3061\u3089\u306f<mark><strong>\u8133\u306e\u50cd\u304d\u306f\u672a\u3060\u306b\u4e0d\u660e\u306a\u70b9\u304c\u591a\u3044\u306e\u3067\uff0c\u8a08\u7b97\u6a5f\u3067\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3066\u4ed5\u7d44\u307f\u3092\u89e3\u660e\u3057\u305f\u3044<\/strong><\/mark>\u3068\u3044\u3046\u8996\u70b9\u3067\u3059\uff0e<\/p>\n<p>\u73fe\u5728\uff0c\u8133\u306e\u89e3\u660e\u306f\u591a\u304f\u306e\u56fd\u306a\u3044\u3057\u7814\u7a76\u6a5f\u95a2\u3067\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u304c\uff0c\u4f9d\u7136\u3068\u3057\u3066\u5b8c\u5168\u306b\u89e3\u660e\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3059\uff0e\u5922\u3084\u611f\u60c5\u306e\u4ed5\u7d44\u307f\u3082\u305d\u306e\u4e00\u3064\u3067\u3059\uff0e<\/p>\n<p>\u5982\u4f55\u305b\u3093\uff0c\u8133\u306e\u4ed5\u7d44\u307f\u304c\u5206\u304b\u3063\u3066\u3044\u306a\u3044\u4ee5\u4e0a\uff0c\u3053\u3061\u3089\u306e\u7406\u5b66\u7684\u8996\u70b9\u3067\u306e\u7814\u7a76\u304c\u5927\u304d\u304f\u9032\u307e\u306a\u3044\u306e\u306f\u4ed5\u65b9\u304c\u306a\u3044\u3053\u3068\u3067\uff0c<strong><mark>\u4eca\u306f\u5de5\u5b66\u7684\u8996\u70b9\u3067\u306e\u7814\u7a76\u304c\u76db\u3093<\/mark><\/strong>\u3067\u3059\uff0e<\/p>\n<h3 id=\"2-3\"><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E3%81%AE%E3%81%97%E3%81%8F%E3%81%BF\"><\/span>\u4eba\u5de5\u77e5\u80fd\u306e\u3057\u304f\u307f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3055\u3066\uff0c\u3053\u3053\u304b\u3089\u306f<strong>\u5de5\u5b66\u7684\u8996\u70b9<\/strong>\u3067\u306e\u8a71\u306b\u306a\u308a\u307e\u3059\u304c\uff0c\u305d\u3082\u305d\u3082\u4eba\u5de5\u77e5\u80fd\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u8003\u3048\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/p>\n<p>\u4eba\u5de5\u77e5\u80fd\u306f\uff0c\u300c\u751f\u7269\u306e\u8133\u306e\u795e\u7d4c\u7d30\u80de(\u30cb\u30e5\u30fc\u30ed\u30f3)\u3092\u6a21\u5023\u3057\u305f\u3082\u306e\u300d\u3067\u3059\uff0e<\/p>\n<p>\u305d\u3082\u305d\u3082\uff0c\u795e\u7d4c\u7d30\u80de(\u30cb\u30e5\u30fc\u30ed\u30f3)\u3068\u3044\u3046\u306e\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5f62\u3092\u3057\u3066\u304a\u308a\uff0c<strong><mark>\u8907\u6570\u306e\u5165\u529b\u3092\u305d\u308c\u305e\u308c\u8abf\u6574(\u5897\u5f37 or \u6e1b\u8870)\u3055\u305b\u305f\u3082\u306e\u3092\u8db3\u3057\u5408\u308f\u305b\uff0c\u305d\u308c\u304c\u3042\u308b\u4e00\u5b9a\u5024\u306b\u9054\u3059\u308b\u3068\u51fa\u529b\u3059\u308b<\/mark><\/strong>\u3068\u3044\u3046\u3053\u3068\u3092\u3057\u3066\u3044\u307e\u3059\uff0e<\/p>\n<p>\u3053\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u304c\u4f55\u5104\u3082\u7e4b\u304e\u5408\u308f\u3055\u308a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u4e0a\u306b\u306a\u3063\u305f\u3082\u306e\u3092<span style=\"text-decoration: underline;\"><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/strong><\/span>\u3068\u8a00\u3044\u307e\u3059\uff0e<\/p>\n<p><strong><mark>\u305d\u3057\u3066\u795e\u7d4c\u7d30\u80de\u306e\u305d\u308c\u305e\u308c\u306e\u5165\u529b\u8abf\u6574\u5177\u5408(\u30b7\u30ca\u30d7\u30b9\u7d50\u5408\u5f37\u5ea6)\u304c\u8a18\u61b6\u306e\u8981\u7d20\u3067\u3042\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\uff0e<\/mark><\/strong><\/p>\n<p>&nbsp;<\/p>\n<div align=\"center\"><a href=\"https:\/\/www.google.com\/url?sa=i&amp;source=images&amp;cd=&amp;cad=rja&amp;uact=8&amp;ved=2ahUKEwiKyMGTg5zgAhWHQd4KHcTUAZ4Qjhx6BAgBEAM&amp;url=https%3A%2F%2Fen.wikipedia.org%2Fwiki%2FBiological_neuron_model&amp;psig=AOvVaw3Nflx2oI6LCb79csIHc8bw&amp;ust=1549161675776806\"><img loading=\"lazy\" class=\"\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/44\/Neuron3.png\" alt=\"Biological neuron model - Wikipedia\" width=\"470\" height=\"247\" \/><\/a><br \/>\n<a style=\"color: gray;\" href=\"https:\/\/www.google.com\/url?sa=i&amp;source=images&amp;cd=&amp;cad=rja&amp;uact=8&amp;ved=2ahUKEwiKyMGTg5zgAhWHQd4KHcTUAZ4Qjhx6BAgBEAM&amp;url=https%3A%2F%2Fen.wikipedia.org%2Fwiki%2FBiological_neuron_model&amp;psig=AOvVaw3Nflx2oI6LCb79csIHc8bw&amp;ust=1549161675776806\">\u5f15\u7528\uff1aBiological neuron model - Wikipedia<\/a><\/div>\n<p>&nbsp;<\/p>\n<p>\u4eba\u5de5\u77e5\u80fd\u306e\u6b74\u53f2\u3092\u9061\u308a\u306f\u3058\u3081\u308b\u3068\uff0c\u5c11\u3057\u3084\u3084\u3053\u3057\u3044\u306e\u3067\u3059\u3063\u98db\u3070\u3057\u307e\u3059\u304c\uff0c\u6700\u521d\u306e\u512a\u308c\u305f\u4eba\u5de5\u30cb\u30e5\u30fc\u30ed\u30f3\u30e2\u30c7\u30eb\u3067\u3042\u308a\uff0c\u4eca\u3067\u3082\u305d\u306e\u8003\u3048\u65b9\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u300c\u5f62\u5f0f\u30cb\u30e5\u30fc\u30ed\u30f3\u30e2\u30c7\u30eb\u300d\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308a\u307e\u3059\uff0e<\/p>\n<p>\u305d\u306e\u8003\u3048\u65b9\u306f\u3068\u3066\u3082\u5358\u7d14\u3067\uff0c\u524d\u8ff0\u3057\u305f\u795e\u7d4c\u7d30\u80de\u3068\u540c\u3058\u3088\u3046\u306b\u5165\u529b$x$\u306b\u30b7\u30ca\u30d7\u30b9\u7d50\u5408\u5f37\u5ea6$w$\u3092\u304b\u3051\u5408\u308f\u305b\u548c\u3092\u3068\u308a\uff0c\u95be\u5024$\\theta$\u3092\u8d85\u3048\u305f\u3089\uff0c\u51fa\u529b$y$\u3092\u51fa\u3059\uff0c\u3068\u3044\u3046\u3082\u306e\uff0e<\/p>\n<div align=\"center\"><a href=\"http:\/\/www.gifu-nct.ac.jp\/elec\/deguchi\/sotsuron\/kozakai\/node5.html\"><img loading=\"lazy\" class=\"\" src=\"http:\/\/www.gifu-nct.ac.jp\/elec\/deguchi\/sotsuron\/kozakai\/img22.png\" alt=\"\u5f62\u5f0f\u30cb\u30e5\u30fc\u30ed\u30f3\u30e2\u30c7\u30eb\" width=\"407\" height=\"295\" \/><\/a><br \/>\n\u5f62\u5f0f\u30cb\u30e5\u30fc\u30ed\u30f3\u30e2\u30c7\u30eb<br \/>\n<a style=\"color: gray;\" href=\"http:\/\/www.gifu-nct.ac.jp\/elec\/deguchi\/sotsuron\/kozakai\/node5.html\">\u5f15\u7528\uff1a\u30cb\u30e5\u30fc\u30ed\u30f3\u30e2\u30c7\u30eb<\/a><\/div>\n<p>&nbsp;<\/p>\n<div style=\"text-align: left;\" align=\"center\">\u3053\u308c\u3089\u3092\u4f55\u5c64\u306b\u3082\u91cd\u306d\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4f5c\u308a\uff0c<strong><mark>\u30b7\u30ca\u30d7\u30b9\u7d50\u5408\u5f37\u5ea6$w$\u3092\u7406\u60f3\u306e\u51fa\u529b\u306b\u306a\u308b\u307e\u3067\u5b66\u7fd2\u3057\u3066\u3044\u304d\u307e\u3059\uff0e<\/mark><\/strong><\/div>\n<div align=\"center\"><img loading=\"lazy\" class=\"aligncenter wp-image-354 \" src=\"https:\/\/hirlab.net\/nblog\/wp-content\/uploads\/2019\/02\/layered.png\" alt=\"\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\" width=\"432\" height=\"288\" srcset=\"https:\/\/hirlab.net\/nblog\/wp-content\/uploads\/2019\/02\/layered.png 701w, https:\/\/hirlab.net\/nblog\/wp-content\/uploads\/2019\/02\/layered-300x200.png 300w\" sizes=\"(max-width: 432px) 100vw, 432px\" \/><\/div>\n<h2 id=\"3\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E5%85%88%E7%AB%AF%E3%81%AE%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E6%8A%80%E8%A1%93\"><\/span>\u6700\u5148\u7aef\u306e\u4eba\u5de5\u77e5\u80fd\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3055\u3066\uff0c\u4eba\u5de5\u77e5\u80fd\u306e\u4ed5\u7d44\u307f\u306f\u3053\u306e\u8fba\u306b\u3057\u3066\u304a\u304d\uff0c\u6700\u5148\u7aef\u6280\u8853\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\uff0e\u6700\u5148\u7aef\u3068\u3044\u3063\u3066\u3082\u6570\u5e74\u524d\u306e\u6280\u8853\u3082\u3042\u308a\u307e\u3059\u304c\uff0c\u300c\u6280\u8853\u306e\u9032\u6b69\u3059\u3052\u30fc\u300d\u3063\u3066\u306a\u308a\u307e\u3059\uff0e<\/p>\n<h3 id=\"3-1\"><span class=\"ez-toc-section\" id=\"%E7%89%A9%E4%BD%93%E8%AA%8D%E8%AD%98\"><\/span>\u7269\u4f53\u8a8d\u8b58<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8981\u306f\u5927\u304d\u306a\u753b\u50cf\u304b\u3089\uff0c\u7269\u4f53\u3092\u81ea\u52d5\u3067\u53d6\u308a\u51fa\u3057\uff0c\u305d\u308c\u304c\u4f55\u306a\u306e\u304b\u3092\u8b58\u5225\u3059\u308b\u6280\u8853\u3067\u3059\uff0e\u4eba\u9593\u3067\u306f\u5f53\u305f\u308a\u524d\u306a\u6a5f\u80fd\u306a\u306e\u3067\u3059\u304c\uff0c\u8a08\u7b97\u6a5f\u3067\u5b9f\u73fe\u3059\u308b\u3068\u306a\u308b\u3068\u306a\u304b\u306a\u304b\u96e3\u3057\u3044\u3053\u3068\u3067\u3059\uff0e<\/p>\n<p>\u4ee5\u4e0b\u306e\u52d5\u753b\u306fFaste R-CNN\u3068\u3044\u3046\u7269\u4f53\u8a8d\u8b58\u7528\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u5224\u5225\u3057\u3066\u3044\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6620\u50cf\u3067\u3059\uff0e<\/p>\n<div class=\"movie-wrap\"><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/JC_vCqEoyeo\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<p>&nbsp;<\/p>\n<p>\u4eba\u3084\u8eca\u4ee5\u5916\u306b\u3082\uff0c\u4eba\u304c\u6301\u3063\u3066\u3044\u308b\u30cf\u30f3\u30c9\u30d0\u30c3\u30b0\u3082\u8b58\u5225\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\uff0e\u81ea\u52d5\u8eca\u3068\u30c8\u30e9\u30c3\u30af\u3082\u8b58\u5225\u3092\u5206\u3051\u3066\u3044\u308b\u306e\u3082\u9a5a\u304d\u3067\u3059\u3057\uff0c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u3053\u307e\u3067\u9ad8\u901f\u306b\u8b58\u5225\u3067\u304d\u308b\u306e\u3082\u3059\u3054\u3044\u3067\u3059\uff0e<\/p>\n<p>\u4e0a\u306e\u52d5\u753b\u3060\u3068\uff0c\u7269\u4f53\u306f<strong>\u3059\u3079\u3066\u56db\u89d2\u3044\u67a0<\/strong>\u3067\u8b58\u5225\u3057\u3066\u3044\u307e\u3059\u304c\uff0c\u3057\u3063\u304b\u308a\u7269\u4f53\u306e\u5f62\u307e\u3067\u8b58\u5225\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\uff0e<strong><mark>\u3053\u306e\u7269\u4f53\u306e\u5883\u754c\u5024\u3092\u62bd\u51fa\u3059\u308b\u6280\u8853\u3092\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u3044\u3044\u307e\u3059\uff0e<br \/>\n<\/mark><\/strong><\/p>\n<p>\u4ee5\u4e0b\u306e\u52d5\u753b\u306f\u305d\u3093\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3082\u53d6\u308a\u5165\u308c\u305f\u7269\u4f53\u8a8d\u8b58\u306e\u69d8\u5b50\u3067\u3059\uff0e<\/p>\n<p>&nbsp;<\/p>\n<div class=\"movie-wrap\"><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/OOT3UIXZztE\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<p>&nbsp;<\/p>\n<h3 id=\"3-2\"><span class=\"ez-toc-section\" id=\"%E5%8C%BB%E7%99%82%E3%83%BB%E4%BB%8B%E8%AD%B7%E3%83%BB%E3%81%9D%E3%81%AE%E4%BB%96\"><\/span>\u533b\u7642\u30fb\u4ecb\u8b77\u30fb\u305d\u306e\u4ed6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3042\u3068\u306f\u5168\u90e8\u3072\u3068\u304f\u304f\u308a\u306b\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u304c\uff0c\u7269\u4f53\u8a8d\u8b58\u4ee5\u5916\u306b\u3082\uff0c\u300c\u764c\u306e\u8b58\u5225\u306b\u7279\u5316\u3057\u305f\u3082\u306e\u300d\u3084\u300c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u7279\u5316\u3057\u305f\u3082\u306e\u300d\u306a\u3069\u3055\u307e\u3056\u307e\u3067\u3059\uff0e<\/p>\n<p>\u4ee5\u4e0b\u306e\u52d5\u753b\u306f\u3042\u306e\u6709\u540d\u306aGPU\u30e1\u30fc\u30ab\u30fcNVIDIA\u304c2018\u5e74\u306b\u6295\u7a3f\u3057\u305f\u52d5\u753b\u3067\u3059\u304c\uff0c\u306a\u3093\u304b\u3044\u3044\u3067\u3059\u3088\u306d\uff0e\u7b11<\/p>\n<p>\u7d20\u76f4\u306b\u304b\u3063\u3053\u3044\u3044\u3067\u3059\uff0e\u76db\u3063\u3066\u308b\u76db\u3063\u3066\u3044\u306a\u3044\u306f\u7f6e\u3044\u3066\u304a\u3044\u3066\uff0c\u3053\u3046\u3044\u3046\u30bb\u30f3\u30b9\u306f\u5927\u5207\u3067\u3059\uff0e<\/p>\n<div class=\"movie-wrap\"><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/GiZ7kyrwZGQ\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<p>&nbsp;<\/p>\n<p>\u3084\u3063\u3071\u308a\u3053\u306e\u52d5\u753b\uff0c\u4f55\u56de\u307f\u3066\u3082\u9ce5\u808c\u305f\u3061\u307e\u3059\uff0e<br \/>\n\u304a\u6c17\u8efd\u306b\u300cAI\u3059\u3052\u30fc\u300d\u3092\u5473\u308f\u3048\u308b\u52d5\u753b\u3067\u3059\uff0e<\/p>\n<p>&nbsp;<\/p>\n<h2 id=\"4\"><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E3%81%AE%E8%AA%B2%E9%A1%8C\"><\/span>\u4eba\u5de5\u77e5\u80fd\u306e\u8ab2\u984c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u3053\u307e\u3067\u4eba\u5de5\u77e5\u80fd\u306e\u7d20\u6674\u3089\u3057\u3044\u8a71\u3092\u3057\u3066\u304d\u307e\u3057\u305f\uff0e\u6700\u8fd1\u306e\u4eba\u5de5\u77e5\u80fd\u6280\u8853\u306f\u7d20\u6674\u3089\u3057\u3044\u3067\u3059\u306d\uff0e<\/p>\n<p>\u3067\u3059\u304c\uff0c<strong><mark>\u3082\u3061\u308d\u3093\u4eba\u5de5\u77e5\u80fd\u306b\u306f\u8ab2\u984c\u3082\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\uff0e<\/mark><\/strong><\/p>\n<p>\u3053\u3053\u304b\u3089\u306f\u305d\u308c\u3092\u5c11\u3057\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\uff0e<\/p>\n<h3 id=\"4-1\"><span class=\"ez-toc-section\" id=\"%E7%A0%B4%E5%B1%80%E7%9A%84%E5%BF%98%E5%8D%B4\"><\/span>\u7834\u5c40\u7684\u5fd8\u5374<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4eba\u5de5\u77e5\u80fd\u306b\u306f<strong><span style=\"text-decoration: underline;\">\u7834\u5c40\u7684\u5fd8\u5374<\/span>(\u82f1: catastrophic forgetting)<\/strong>\u3068\u3044\u3046\u554f\u984c\u3092\u62b1\u3048\u3066\u3044\u307e\u3059\uff0e<\/p>\n<p>\u306a\u306b\u3084\u3089\u5c11\u3057\u304b\u3063\u3053\u3044\u3044\u97ff\u304d\u3067\u3059\u304c\uff0c\u4f8b\u3048\u3070<mark><strong>\u72ac\u3068\u732b\u3092\u8b58\u5225\u3067\u304d\u308b\u4eba\u5de5\u77e5\u80fd\u3092\u4f5c\u3063\u305f\u3068\u3057\u3066\uff0c\u305d\u306e\u3042\u3068\u30d1\u30f3\u30c0\u3092\u5b66\u3070\u305b\u305f\u3089\uff0c\u72ac\u3068\u732b\u3092\u5fd8\u308c\u3061\u3083\u3063\u305f<\/strong><\/mark>\u3068\u3044\u3046\u554f\u984c\u3067\u3059\uff0e<\/p>\n<p>\u4eba\u9593\u3060\u3063\u305f\u3089\u3042\u308a\u5f97\u306a\u3044\u3067\u3059\u3088\u306d\uff0e<\/p>\n<p>\u5bfe\u7b56\u306f\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\uff0c\u305f\u3068\u3048\u3070\u300c\u30d1\u30f3\u30c0\u3092\u5b66\u3076\u3068\u304d\u4e00\u7dd2\u306b\u72ac\u3068\u732b\u3082\u3082\u3046\u4e00\u5ea6\u5b66\u3076\u300d\u3068\u304b\uff0e<\/p>\n<p>\uff0e\uff0e\uff0e\u3061\u3087\u3063\u3068\u30ca\u30f3\u30bb\u30f3\u30b9\u3067\u3059\u306d\uff0e\u7b11<\/p>\n<p>\u3064\u307e\u308a\uff0c<strong>\u4eca\u306e\u4eba\u5de5\u77e5\u80fd\u306f\u6700\u521d\u306b\u8b58\u5225\u3055\u305b\u305f\u3044\u3082\u306e\u3092\u6700\u521d\u306b\u6c7a\u3081\u3066\u4e00\u6c17\u306b\u5b66\u3070\u305b\u306a\u3044\u3068\u3044\u3051\u306a\u3044<\/strong>\u306e\u3067\u3059\uff0e<\/p>\n<p>&nbsp;<\/p>\n<p>\u305d\u306e\u4ed6\u306e\u5bfe\u7b56\u7814\u7a76\u304c\u6c17\u306b\u306a\u308b\u65b9\u306f\u4ee5\u4e0b\u306e\u30ef\u30fc\u30c9\u3067\u691c\u7d22\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n<ul>\n<li>\u7591\u4f3c\u30ea\u30cf\u30fc\u30b5\u30eb<\/li>\n<li>EWC (Elastic Weight Consolidation)<\/li>\n<\/ul>\n<h3 id=\"4-2\"><span class=\"ez-toc-section\" id=\"Adversarial_Examples\"><\/span>Adversarial Examples<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3053\u3061\u3089\u306f\u753b\u50cf\u8a8d\u8b58\u306b\u95a2\u3059\u308b\u554f\u984c\u3067\u3059\uff0e\u4ee5\u4e0b\u306f\u3053\u306e\u5206\u91ce\u3067\u306f\u6709\u540d\uff1f\u306a\u753b\u50cf\uff0e<\/p>\n<div align=\"center\"><a href=\"https:\/\/www.google.com\/url?sa=i&amp;source=images&amp;cd=&amp;cad=rja&amp;uact=8&amp;ved=2ahUKEwjI34H-kpzgAhWOPXAKHSOWBhMQjhx6BAgBEAM&amp;url=https%3A%2F%2Fresearch.preferred.jp%2F2018%2F04%2Fnips17-adversarial-learning-competition%2F&amp;psig=AOvVaw2sAUPBAqzIrM3yauIVRKZ0&amp;ust=1549165920835076\"><img loading=\"lazy\" class=\"\" src=\"https:\/\/research.preferred.jp\/wp-content\/uploads\/2018\/04\/66394cbbab54c1bfe802897b4ee4b6f4.png\" alt=\"Adversarial examples\" width=\"618\" height=\"250\" \/><\/a><br \/>\n<a style=\"color: gray;\" href=\"https:\/\/www.google.com\/url?sa=i&amp;source=images&amp;cd=&amp;cad=rja&amp;uact=8&amp;ved=2ahUKEwjI34H-kpzgAhWOPXAKHSOWBhMQjhx6BAgBEAM&amp;url=https%3A%2F%2Fresearch.preferred.jp%2F2018%2F04%2Fnips17-adversarial-learning-competition%2F&amp;psig=AOvVaw2sAUPBAqzIrM3yauIVRKZ0&amp;ust=1549165920835076\"> \u5f15\u7528\uff1aNIPS\u201917 Adversarial Learning Competition \u306b\u53c2\u6226\u3057\u307e\u3057\u305f<\/a><\/div>\n<p>&nbsp;<\/p>\n<p>\u5de6\u306e\u753b\u50cf\u3082\u53f3\u306e\u753b\u50cf\u3082\uff0c\u3069\u3053\u304b\u3089\u3069\u3046\u898b\u3066\u3082\u30d1\u30f3\u30c0\u3067\u3059\uff0e<\/p>\n<p>\u3057\u304b\u3057\uff0c<strong><mark>\u6a5f\u68b0\u306f\u5de6\u306e\u753b\u50cf\u306f\u300c\u30d1\u30f3\u30c0\u300d\u3068\u8b58\u5225\u3067\u304d\u3066\u3044\u307e\u3059\u304c\uff0c\u5c11\u3057\u30ce\u30a4\u30ba\u3092\u52a0\u3048\u305f\u53f3\u306e\u753b\u50cf\u306f\u300c\u30c6\u30ca\u30ac\u30b6\u30eb(gibbon)\u300d\u3068\u8aa4\u8b58\u5225\u3057\u3066\u3057\u307e\u3046\u306e\u3067\u3059\uff0e<\/mark><\/strong><\/p>\n<p>\u3053\u306e\u30ce\u30a4\u30ba\u306f\u610f\u56f3\u7684\u306b\u4f5c\u3089\u308c\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u3059\u304c\uff0c\u5b9f\u4e16\u754c\u3067\u306f\u65e5\u5149\u306e\u53cd\u5c04\u3084\u30ac\u30e9\u30b9\u306e\u6c5a\u308c\u306a\u3069\u30ce\u30a4\u30ba\u304c\u591a\u3044\u4e16\u754c\u3067\u3059\u306e\u3067\uff0c\u3053\u306e\u3088\u3046\u306a\u300c\u30ce\u30a4\u30ba\u3067\u8aa4\u8a8d\u8b58\u3057\u3066\u3057\u307e\u3046\u4eba\u5de5\u77e5\u80fd\u300d\u306f\u5c11\u3057\u6016\u3044\u3067\u3059\u306d\uff0e<\/p>\n<h2 id=\"5\"><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%B7%A5%E7%9F%A5%E8%83%BD%E3%81%AF%E3%80%8C%E7%9F%A5%E8%83%BD%E3%80%8D%E3%81%A8%E5%91%BC%E3%81%B9%E3%82%8B%E3%81%AE%E3%81%8B%EF%BC%9F\"><\/span>\u4eba\u5de5\u77e5\u80fd\u306f\u300c\u77e5\u80fd\u300d\u3068\u547c\u3079\u308b\u306e\u304b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u672c\u984c\u306b\u623b\u3063\u3066\u304d\u307e\u3057\u305f\uff0e<\/p>\n<p>\u3053\u3053\u307e\u3067\u4eba\u5de5\u77e5\u80fd\u306e\u51c4\u3044\u90e8\u5206\u3068\u8ab2\u984c\u3092\u5c11\u3057\u3060\u3051\u7d39\u4ecb\u3057\u3066\u304d\u307e\u3057\u305f\u304c\uff0c\u679c\u305f\u3057\u3066\u300c\u77e5\u80fd\u300d\u3068\u547c\u3079\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br \/>\n\u50d5\u500b\u4eba\u7684\u306b\u306f\uff0c\u4eca\u306e\u6bb5\u968e\u3067\u306e\u4eba\u5de5\u77e5\u80fd\u306f\u300c<strong>\u4eba\u5de5<span style=\"text-decoration: underline;\">\u77e5\u8b58<\/span><\/strong>\u300d\u306e\u65b9\u304c\u30cb\u30e5\u30a2\u30f3\u30b9\u306f\u8fd1\u3044\u6c17\u304c\u3057\u307e\u3059\uff0e\u7b11<\/p>\n<p><strong><mark>\u4eba\u5de5\u77e5\u80fd\u306f\uff0c\u5358\u306b\u7406\u60f3\u306e\u51fa\u529b\u304c\u51fa\u308b\u3088\u3046\u306b\u5b9a\u6570(\u30b7\u30ca\u30d7\u30b9\u7d50\u5408\u5f37\u5ea6)\u3092\u8abf\u6574\u3057\u305f\u5927\u304d\u306a\u95a2\u6570\u306b\u904e\u304e\u307e\u305b\u3093\uff0e<\/mark><\/strong><\/p>\n<p>\u3060\u304b\u3089\u4eba\u9593\u3068\u6bd4\u3079\u3066\uff0c\u3042\u308b\u610f\u5473\u300c\u5b8c\u74a7\u300d\u3067\u3059\uff0e\u3060\u3063\u3066\u8ffd\u5b66\u7fd2\u3057\u306a\u3051\u308c\u3070\u5fd8\u308c\u306a\u3044\u308f\u3051\u3067\u3059\u304b\u3089\uff0e<\/p>\n<p>\u524d\u8ff0\u3057\u305f\u3088\u3046\u306b\u73fe\u5728\uff0c\u767a\u5c55\u3057\u3066\u3044\u308b\u306e\u306f\u300c<strong>\u5de5\u5b66\u7684\u8996\u70b9\u306e\u7814\u7a76<\/strong>\u300d\u3067\u3059\uff0e\u300c\u4eba\u9593\u3092\u6a21\u5023\u300d\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u306e\u3067\uff0c\u5927\u304d\u306a\u95a2\u6570\u3067\u826f\u3044\u3093\u3067\u3059\uff0e\u4eba\u306e\u5f79\u306b\u7acb\u3066\u3066\u3044\u307e\u3059\u3057\uff0e<\/p>\n<p>&nbsp;<\/p>\n<p>\u3057\u304b\u3057\uff0c<strong><mark>\u771f\u306e\u4eba\u5de5\u77e5\u80fd\u306f\u300c\u7406\u5b66\u7684\u8996\u70b9\u306e\u7814\u7a76\u300d\u306b\u3042\u308b\u3068\u601d\u3063\u3066\u3044\u307e\u3059\uff0e<\/mark><\/strong><br \/>\n\u3053\u306e\u300c\u7406\u5b66\u7684\u8996\u70b9\u306e\u7814\u7a76\u300d\u304c\u767a\u5c55\u3057\u306a\u3044\u9650\u308a\uff0c<strong>\u30bf\u30fc\u30df\u30cd\u30fc\u30bf\u30fc\u306e\u3088\u3046\u306a\u6a5f\u68b0\u8ecd\u306e\u53cd\u4e71<\/strong>\u3082(\u304a\u305d\u3089\u304f)\u8d77\u3053\u3089\u306a\u3044\u3067\u3057\u3087\u3046\uff0e<strong>Detroit: Become Human\u306e\u30b3\u30ca\u30fc\u3088\u3046\u306a\u30a2\u30f3\u30c9\u30ed\u30a4\u30c9<\/strong>\u3082\u96e3\u3057\u3044\u3067\u3057\u3087\u3046\uff0e<\/p>\n<p>\u4eba\u9593\u306e\u3088\u3046\u306b\u611f\u60c5\u3092\u6301\u3064\u3053\u3068\u3082\uff0c\u5f53\u5206\u306a\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n\u4eba\u9593\u306e\u8133\u306e\u4ed5\u7d44\u307f\u304c\u307e\u3060\u89e3\u660e\u3055\u308c\u3066\u3044\u306a\u3044\u4ee5\u4e0a\uff0c\u300c\u7406\u5b66\u7684\u8996\u70b9\u306e\u7814\u7a76\u300d\u306f\u5927\u304d\u304f\u9032\u6b69\u3067\u304d\u306a\u3044\u306e\u3067\u3059\uff0e<\/p>\n<p>\u4eba\u5de5\u77e5\u80fd\u306f\u305a\u3063\u3068\u767a\u5c55\u9014\u4e0a\u306a\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u3067\u3059\u306d\uff0e<\/p>\n<p>&nbsp;<\/p>\n<h2 id=\"6\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4eba\u5de5\u77e5\u80fd\u306e\u3053\u3068\u3092\u5c11\u3057\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\uff0e<br \/>\n\u50d5\u306f\u4eba\u5de5\u77e5\u80fd(\u77e5\u80fd\u60c5\u5831\u5b66)\u3092\u5c02\u9580\u306b\u3057\u30661\u5e74\u304f\u3089\u3044\u3067\u3059\u304c\uff0c\u3053\u306e1\u5e74\u3067\u5b66\u3093\u3060\u3053\u3068\u3068\u611f\u3058\u305f\u3053\u3068\u3092\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3057\u305f\u307e\u3067\u306a\u306e\u3067\uff0c\u9593\u9055\u3063\u3066\u3044\u308b\u90e8\u5206\u3082\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\uff0e<\/p>\n<p>\u3082\u3057\u65b0\u3057\u304f\u9055\u3046\u6700\u65b0\u6280\u8853\u3092\u8f09\u305b\u305f\u304f\u306a\u3063\u305f\u3089\uff0c\u8ffd\u8a18\u3057\u307e\u3059\u306e\u3067\u30d6\u30c3\u30af\u30de\u30fc\u30af\u304b\u306a\u306b\u304b\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\uff5e\uff0e<\/p>\n<p>\u3042\uff0c\u5148\u307b\u3069\u5c11\u3057\u8a71\u306b\u51fa\u305f\u300cDetroit: Become Human\u300d\u3067\u3059\u304c\uff0c\u3068\u3066\u3082\u9762\u767d\u3044\u3067\u3059\uff0e<br \/>\n\u30ab\u30e0\u30b9\u30ad\u30fc\u306e\u300c<strong>\u30c1\u30e5\u30fc\u30ea\u30f3\u30b0\u30c6\u30b9\u30c8\u306f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u8a08\u7b97\u80fd\u529b\u306e\u554f\u984c\u306b\u904e\u304e\u306a\u3044<\/strong>\u300d\u3068\u3044\u3046\u30bb\u30ea\u30d5\u304c\u597d\u304d\u3067\u3059\uff0e<\/p>\n<div align=\"center\"><\/div>\n<div class=\"cstmreba\">\n<div class=\"kaerebalink-box\">\n<div class=\"kaerebalink-image\"><a href=\"\/\/af.moshimo.com\/af\/c\/click?a_id=1309756&amp;p_id=54&amp;pc_id=54&amp;pl_id=616&amp;s_v=b5Rz2P0601xu&amp;url=https%3A%2F%2Fproduct.rakuten.co.jp%2Fproduct%2F-%2Fbeb7776333b10026189ffa2e96b72550%2F\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><img style=\"border: none;\" src=\"https:\/\/thumbnail.image.rakuten.co.jp\/ran\/img\/1001\/0004\/948\/872\/311\/113\/10010004948872311113_1.jpg?_ex=320x320\" \/><\/a><img loading=\"lazy\" style=\"border: none;\" src=\"\/\/i.moshimo.com\/af\/i\/impression?a_id=1309756&amp;p_id=54&amp;pc_id=54&amp;pl_id=616\" width=\"1\" height=\"1\" \/><\/div>\n<div class=\"kaerebalink-info\">\n<div class=\"kaerebalink-name\">\n<p><a href=\"\/\/af.moshimo.com\/af\/c\/click?a_id=1309756&amp;p_id=54&amp;pc_id=54&amp;pl_id=616&amp;s_v=b5Rz2P0601xu&amp;url=https%3A%2F%2Fproduct.rakuten.co.jp%2Fproduct%2F-%2Fbeb7776333b10026189ffa2e96b72550%2F\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Detroit\uff1a Become Human\uff08Value Selection\uff09\/PS4\/PCJS66033\/D 17\u624d\u4ee5\u4e0a\u5bfe\u8c61<\/a><img loading=\"lazy\" style=\"border: none;\" src=\"\/\/i.moshimo.com\/af\/i\/impression?a_id=1309756&amp;p_id=54&amp;pc_id=54&amp;pl_id=616\" width=\"1\" height=\"1\" \/><\/p>\n<div class=\"kaerebalink-powered-date\">posted with <a href=\"https:\/\/kaereba.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">\u30ab\u30a8\u30ec\u30d0<\/a><\/div>\n<\/div>\n<div class=\"kaerebalink-detail\"><\/div>\n<div 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class=\"booklink-footer\"><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u5e74\uff0c\u81f3\u308b\u6240\u3067\u300c\u4eba\u5de5\u77e5\u80fd\u300d\u300cAI\u300d\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\u306a\u3069\u306e\u30ef\u30fc\u30c9\u3092\u76ee\u306b\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\uff0e\u4eca\u3084\u5bb6\u96fb\u3084\u81ea\u52d5\u8eca\u306b\u3082\u642d\u8f09\u3055\u308c\u59cb\u3081\u3066\u3044\u308b\u300c\u4eba\u5de5\u77e5\u80fd\u300d\u3067\u3059\u304c\uff0c\u679c\u305f\u3057\u3066\u672c\u5f53\u306b\u77e5\u80fd\u3068\u547c\u3079\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u50d5\u306e\u6301\u8ad6\u3082\u5927\u304d\u304f\u5165\u308a\u307e\u3059\u306e\u3067\uff0c\u4e00\u500b\u4eba\u610f\u898b\u3068\u3057\u3066\u8aad\u307f\u6d41\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n","protected":false},"author":1,"featured_media":349,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[31],"tags":[33,34,32],"_links":{"self":[{"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/posts\/330"}],"collection":[{"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/comments?post=330"}],"version-history":[{"count":53,"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/posts\/330\/revisions"}],"predecessor-version":[{"id":570,"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/posts\/330\/revisions\/570"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/media\/349"}],"wp:attachment":[{"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/media?parent=330"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/categories?post=330"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hirlab.net\/nblog\/wp-json\/wp\/v2\/tags?post=330"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}