{"id":36726,"date":"2025-11-28T13:45:21","date_gmt":"2025-11-28T04:45:21","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?post_type=glossary&#038;p=36726"},"modified":"2025-11-28T13:45:21","modified_gmt":"2025-11-28T04:45:21","slug":"rnn","status":"publish","type":"glossary","link":"https:\/\/uxdaystokyo.com\/articles\/glossary\/rnn\/","title":{"rendered":"\u30ea\u30ab\u30ec\u30f3\u30c8\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08RNN\uff09"},"content":{"rendered":"<p>\u30ea\u30ab\u30ec\u30f3\u30c8\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08RNN\uff09\u306f\u3001\u6587\u7ae0\u3084\u97f3\u58f0\u306e\u3088\u3046\u306a\u9806\u5e8f\u304c\u3042\u308b\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306b\u8003\u6848\u3055\u308c\u305f<a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/deep-learning\/\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/a>\u306e\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002<\/p>\n<p>\u300c\u8a18\u61b6\uff08\u30e1\u30e2\u30ea\u30fc\uff09\u300d\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3001<span>\u5f93\u6765\u306e<a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/neural-network\/\">\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/a>\u3067\u306f<\/span>\u5165\u529b\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u305d\u306e\u5834\u9650\u308a\u3067\u51e6\u7406\u3057\u3066\u5fd8\u308c\u3066\u3057\u307e\u3046\u304c\u3001RNN\u306f<strong>\u524d\u306e\u5185\u5bb9\u3092\u899a\u3048\u3066\u304a\u304d\u3001\u305d\u308c\u3092\u6b21\u306e\u51e6\u7406\u306b\u6d3b\u304b\u3059<\/strong>\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u307e\u305f\u3001\u540c\u4e00\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u9020\uff08\u91cd\u307f\uff09\u3092<strong>\u6642\u9593\u65b9\u5411\u306b\u7e70\u308a\u8fd4\u3057\u9069\u7528\u3059\u308b\u70b9<\/strong>\u3082\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n<p>\u56f3\u3067\u306f\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u6a2a\u306b\u5c55\u958b\u3057\u3066\u63cf\u304b\u308c\u3066\u3044\u308b\u304c\u3001\u3053\u308c\u3089\u306f\u5225\u3005\u306e\u8133\u304c\u30ea\u30ec\u30fc\u3057\u3066\u3044\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u305f\u3063\u305f\u4e00\u3064\u306e\u8133\u304c\u8a18\u61b6\u3092\u66f4\u65b0\u3057\u306a\u304c\u3089\u3001\u4f55\u5ea6\u3082\u7e70\u308a\u8fd4\u3057\u51e6\u7406\u3092\u884c\u3063\u3066\u3044\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3069\u3093\u306a\u9577\u3055\u306e\u30c7\u30fc\u30bf\u3067\u3042\u3063\u3066\u3082\u4e00\u8cab\u3057\u305f\u30eb\u30fc\u30eb\u3067\u6587\u8108\u3092\u8aad\u307f\u3001\u6d41\u308c\u306b\u6cbf\u3063\u305f\u4e88\u6e2c\u3092\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002<\/p>\n<div id=\"attachment_36747\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-36747\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/rnn-overview-1024x442.png\" alt=\"RNN\u306e\u4ed5\u7d44\u307f\" width=\"1024\" height=\"442\" class=\"size-large wp-image-36747\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/rnn-overview-1024x442.png 1024w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/rnn-overview-300x130.png 300w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/rnn-overview-768x332.png 768w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/rnn-overview.png 1500w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><p id=\"caption-attachment-36747\" class=\"wp-caption-text\">RNN\u306e\u4ed5\u7d44\u307f<\/p><\/div>\n<p>\u56f3\u306f\u3001\u30b9\u30de\u30db\u3067\u300c\u4eca\u65e5\u300d\u3068\u5165\u529b\u3057\u305f\u3068\u304d\u306b\u3001RNN\u306e\u5185\u90e8\u3067\u884c\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u73fe\u3057\u3066\u3044\u308b\u3002<\/p>\n<ul>\n<li>\u9752\u3044\u30dc\u30c3\u30af\u30b9\uff08\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\uff09\uff1a\u300c\u4eca\u65e5\u300d\u306e\u5358\u8a9e<\/li>\n<li>\u9ec4\u8272\u3044\u80cc\u666f\uff08\u96a0\u308c\u72b6\u614b\u30fbRNN\u306e\u8133\uff09\uff1a\u6587\u8108\u306e\u8a18\u61b6<\/li>\n<li>\u7dd1\u306e\u30dc\u30c3\u30af\u30b9\uff08\u51fa\u529b\uff09\uff1a\u6b21\u306e\u4e88\u6e2c<\/li>\n<\/ul>\n<p>\u524d\u306e\u30b9\u30c6\u30c3\u30d7\u306e\u8a18\u61b6\u3092\u53d7\u3051\u53d6\u308a\u3001\u305d\u3053\u306b\u65b0\u3057\u3044\u60c5\u5831\u3092\u52a0\u3048\u3066\u66f4\u65b0\u3059\u308b\u3002\u300c\u4eca\u65e5\u300d\u2192\u300c\u4eca\u65e5\u306e\u300d\u2192\u300c\u4eca\u65e5\u306e\u5929\u6c17\u300d\u2026\u2026\u3068\u3044\u3046\u3088\u3046\u306b\u3001\u8a71\u306e\u6d41\u308c\uff08\u6587\u8108\uff09\u3092\u96ea\u3060\u308b\u307e\u5f0f\u306b\u84c4\u7a4d\u3057\u3066\u3001\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3078\u30d0\u30b1\u30c4\u30ea\u30ec\u30fc\u306e\u3088\u3046\u306b\u6e21\u3057\u3066\u3044\u304f\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001RNN\u306f<strong>\u6642\u9593\u3092\u307e\u305f\u3044\u3067\u60c5\u5831\u3092\u4f1d\u3048\u308b\u4ed5\u7d44\u307f<\/strong>\uff08\u9ec4\u8272\u3044\u77e2\u5370\u306e\u6d41\u308c\uff09\u3092\u6301\u3064\u305f\u3081\u3001\u524d\u5f8c\u306e\u3064\u306a\u304c\u308a\u3084\u6587\u8108\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<h2>\u7279\u5fb4<\/h2>\n<ul>\n<li>\u904e\u53bb\u306e\u5165\u529b\u3092\u96a0\u308c\u72b6\u614b\u3067\u4fdd\u6301\u3057\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u6587\u8108\u3084\u4f9d\u5b58\u95a2\u4fc2\u3092\u6349\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<li>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6642\u9593\u30b9\u30c6\u30c3\u30d7\u3067\u5171\u6709\u3059\u308b\u305f\u3081\u3001\u5165\u529b\u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u9577\u3055\u306b\u95a2\u308f\u3089\u305a\u540c\u3058\u30e2\u30c7\u30eb\u3092\u7e70\u308a\u8fd4\u3057\u5229\u7528\u3067\u304d\u308b\u3002<\/li>\n<li>\u97f3\u58f0\u8a8d\u8b58\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3001\u6a5f\u68b0\u7ffb\u8a33\u306a\u3069\u3001\u9806\u5e8f\u60c5\u5831\u304c\u91cd\u8981\u3068\u306a\u308b\u591a\u304f\u306e\u30bf\u30b9\u30af\u3067\u5b9f\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><span>\u4e00\u65b9\u3001\u9577\u3044\u6642\u7cfb\u5217\u3092\u6271\u3046\u3068\u524d\u306e\u60c5\u5831\u3092\u5fd8\u308c\u3066\u3057\u307e\u3046\u305f\u3081\u3001\u5b66\u7fd2\u304c\u96e3\u3057\u3044\u3068\u3044\u3046\u5f31\u70b9\u304c\u3042\u308b\u3002<\/span><\/li>\n<\/ul>\n<h2>\u63d0\u5531\u30fb\u958b\u767a\u306e\u6b74\u53f2<\/h2>\n<p>RNN\u306e\u30a2\u30a4\u30c7\u30a2\u306f1980\u5e74\u4ee3\u534a\u3070\u3001\u5fc3\u7406\u5b66\u8005<ruby><rb>David\u30fbEverett\u30fbRumelhart<\/rb><rt>\u30c7\u30a4\u30f4\u30a3\u30c3\u30c9\u30fb\u30a8\u30f4\u30a1\u30ec\u30c3\u30c8\u30fb\u30eb\u30e1\u30eb\u30cf\u30fc\u30c8<\/rt><\/ruby>\u6c0f\u3089\u304c\u8003\u6848\u3057\u305f\u5b66\u7fd2\u624b\u6cd5\u3092\u304d\u3063\u304b\u3051\u306b\u5e83\u307e\u3063\u305f\u3002\u5f7c\u3089\u306f1986\u5e74\u306eNature\u8a8c\u306e\u8ad6\u6587\u3067\u3001\u51fa\u529b\u3092\u6b21\u306e\u5165\u529b\u306b\u518d\u5e30\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3092\u6301\u3064\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u8aa4\u5dee\u9006\u4f1d\u64ad\uff08<span>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u51fa\u529b\u3068\u6b63\u89e3\u30c7\u30fc\u30bf\u306e\u300c\u8aa4\u5dee\u300d\u3092\u3001\u51fa\u529b\u5c64\u304b\u3089\u5165\u529b\u5c64\u3078\u9006\u65b9\u5411\u306b\u4f1d\u3048\u308b<\/span>\uff09\u3092\u7528\u3044\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3001\u3053\u306e\u6982\u5ff5\u304c\u5f8c\u306eRNN\u306e\u57fa\u790e\u3068\u306a\u3063\u305f\u3002<\/p>\n<div id=\"attachment_36751\" style=\"width: 897px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-36751\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/davidrumelhart-ijcnnseattle1991-07-08-887x1024.jpg\" alt=\"DavidRumelhart\" width=\"887\" height=\"1024\" class=\"wp-image-36751 size-large\" srcset=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/davidrumelhart-ijcnnseattle1991-07-08-887x1024.jpg 887w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/davidrumelhart-ijcnnseattle1991-07-08-260x300.jpg 260w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/davidrumelhart-ijcnnseattle1991-07-08-768x887.jpg 768w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/davidrumelhart-ijcnnseattle1991-07-08-1330x1536.jpg 1330w, https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2025\/11\/davidrumelhart-ijcnnseattle1991-07-08-1774x2048.jpg 1774w\" sizes=\"auto, (max-width: 887px) 100vw, 887px\" \/><p id=\"caption-attachment-36751\" class=\"wp-caption-text\">\u30c7\u30a4\u30f4\u30a3\u30c3\u30c9\u30fb\u30a8\u30f4\u30a1\u30ec\u30c3\u30c8\u30fb\u30eb\u30e1\u30eb\u30cf\u30fc\u30c8\u6c0f<br \/><a href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%83%87%E3%83%93%E3%83%83%E3%83%89%E3%83%BB%E3%83%A9%E3%83%A1%E3%83%AB%E3%83%8F%E3%83%BC%E3%83%88\" target=\"_blank\" rel=\"noopener\">https:\/\/ja.wikipedia.org\/wiki\/\u30c7\u30d3\u30c3\u30c9\u30fb\u30e9\u30e1\u30eb\u30cf\u30fc\u30c8<\/a>\u3088\u308a\u5f15\u7528<\/p><\/div>\n<p>\u521d\u671f\u306eRNN\u306b\u306f\u300c\u9577\u3044\u6587\u8108\u3092\u5b66\u7fd2\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u6700\u521d\u306e\u65b9\u306e\u5185\u5bb9\u3092\u5fd8\u308c\u3066\u3057\u307e\u3046\uff08\u52fe\u914d\u6d88\u5931\u554f\u984c\uff09\u300d\u3068\u3044\u3046\u91cd\u5927\u306a\u5f31\u70b9\u304c\u3042\u308a\u3001\u5b9f\u7528\u5316\u3078\u306e\u58c1\u3068\u306a\u3063\u3066\u3044\u305f\u3002<\/p>\n<p>\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u305f\u306e\u304c\u3001LSTM\uff08\u9577\u77ed\u671f\u8a18\u61b6\uff09\u3068\u305d\u308c\u3092\u52b9\u7387\u5316\u3057\u305f\u30b2\u30fc\u30c8\u4ed8\u304d\u56de\u5e30\u578b\u30e6\u30cb\u30c3\u30c8\uff08GRU\uff1aGated Recurrent Unit\uff09\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306b\u3088\u3063\u3066\u3001RNN\u306f<strong>\u60c5\u5831\u306e\u53d6\u6368\u9078\u629e\u304c\u3067\u304d\u308b<\/strong>\u3088\u3046\u306b\u306a\u3063\u305f<strong>\u3002<\/strong><\/p>\n<p>\u5f93\u6765\u306eRNN\u304c\u5168\u3066\u306e\u60c5\u5831\u3092\u8a18\u61b6\u3057\u3088\u3046\u3068\u3057\u3066\u30d1\u30f3\u30af\u3057\u3066\u3057\u307e\u3046\u306e\u306b\u5bfe\u3057\u3001LSTM\u3068GRU\u306f<strong>\u30b2\u30fc\u30c8\uff08\u9580\uff09<\/strong>\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3092\u6301\u3063\u3066\u3044\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u9078\u3093\u3067\u3001\u4e0d\u8981\u306a\u60c5\u5831\u306f\u5fd8\u308c\u308b\u3068\u3044\u3046\u5236\u5fa1\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3002\u3053\u306e\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc\u306b\u3088\u3063\u3066\u3001RNN\u306f\u9577\u3044\u4f9d\u5b58\u95a2\u4fc2\u3092\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3084\u97f3\u58f0\u8a8d\u8b58\u306a\u3069\u306e\u5206\u91ce\u3067\u98db\u8e8d\u7684\u306a\u6027\u80fd\u5411\u4e0a\u3092\u9042\u3052\u305f\u306e\u3067\u3042\u308b\u3002<\/p>\n<h2>RNN\u306e\u6d3b\u7528\u4f8b<\/h2>\n<p>RNN\u306f\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u30c7\u30b6\u30a4\u30f3\u306b\u304a\u3044\u3066\u3001\u9806\u5e8f\u3092\u6301\u3064\u30c7\u30fc\u30bf\u304b\u3089\u6b21\u306b\u6765\u308b\u60c5\u5831\u306e\u4e88\u6e2c\u3084\u3001\u6642\u9593\u7684\u306a\u30d1\u30bf\u30fc\u30f3\u3092\u6349\u3048\u308b\u5834\u9762\u3067\u6d3b\u7528\u3067\u304d\u308b\u3002<\/p>\n<ul>\n<li>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u4eee\u60f3\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u6587\u306e\u6587\u8108\u3092\u7406\u89e3\u3057\u3066\u9069\u5207\u306a\u8fd4\u4fe1\u3092\u751f\u6210\u3059\u308b\u3002<\/li>\n<li>\u97f3\u58f0\u5165\u529b\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\uff1a\u767a\u8a71\u306e\u6d41\u308c\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u63a8\u5b9a\u3057\u3001\u9023\u7d9a\u3057\u305f\u30b3\u30de\u30f3\u30c9\u3092\u6b63\u3057\u304f\u89e3\u91c8\u3059\u308b\u3002<\/li>\n<li>\u52d5\u753b\u3084\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u30b7\u30fc\u30af\u30a8\u30f3\u30b9\uff1a\u524d\u306e\u30d5\u30ec\u30fc\u30e0\u3092\u57fa\u306b\u6b21\u306e\u30d5\u30ec\u30fc\u30e0\u3092\u4e88\u6e2c\u3057\u3001\u81ea\u7136\u306a\u52d5\u304d\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<li>\u30c6\u30ad\u30b9\u30c8\u5165\u529b\u652f\u63f4\uff1a\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u3066\u3044\u308b\u5358\u8a9e\u3084\u6b21\u306b\u6253\u3064\u5019\u88dc\u3092\u4e88\u6e2c\u3057\u3001\u5165\u529b\u52b9\u7387\u3092\u9ad8\u3081\u308b\u3002<\/li>\n<\/ul>\n<p>\u3053\u306e\u3088\u3046\u306bRNN\u306f\u3001\u6642\u9593\u7684\u306a\u95a2\u4fc2\u6027\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3084\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u4e88\u6e2c\u3084\u751f\u6210\u3092\u884c\u3046\u305f\u3081\u3001\u30c7\u30b6\u30a4\u30f3\u306b\u304a\u3044\u3066\u30b9\u30e0\u30fc\u30ba\u3067\u76f4\u611f\u7684\u306a\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u624b\u52a9\u3051\u3068\u306a\u308b\u3002<\/p>\n<h2>\u300c\u3053\u306e\u5834\u9762\u306b\u4f7f\u3048\u308b\u300d\u30b7\u30fc\u30f3\u3068\u5177\u4f53\u4f8b<\/h2>\n<ul>\n<li>\u00a0\u5bfe\u8a71\u578b\u30a2\u30d7\u30ea\u3067\u306e\u6587\u8108\u7406\u89e3\uff1a\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30c1\u30e3\u30c3\u30c8\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u904e\u53bb\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u8e0f\u307e\u3048\u3066\u6b21\u306e\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u7136\u306a\u4f1a\u8a71\u3092\u5b9f\u73fe\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u5546\u54c1\u306e\u8fd4\u54c1\u624b\u7d9a\u304d\u3092\u652f\u63f4\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5c65\u6b74\u304b\u3089\u8cfc\u5165\u3084\u5546\u54c1\u540d\u3092\u63a8\u5b9a\u3057\u3001\u9069\u5207\u306a\u8cea\u554f\u3084\u6848\u5185\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/li>\n<li>\u30aa\u30fc\u30c7\u30a3\u30aa\u30d6\u30c3\u30af\u30a2\u30d7\u30ea\u306e\u901f\u5ea6\u5909\u63db\uff1a\u518d\u751f\u4e2d\u306e\u97f3\u58f0\u30c7\u30fc\u30bf\u3092RNN\u3067\u89e3\u6790\u3057\u3001\u6717\u8aad\u8005\u306e\u767a\u8a71\u30da\u30fc\u30b9\u3084\u611f\u60c5\u306b\u5fdc\u3058\u3066\u901f\u5ea6\u3084\u30a4\u30f3\u30c8\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u8abf\u6574\u3057\u3001\u805e\u304d\u3084\u3059\u3044\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/li>\n<li>\u6587\u5b57\u5165\u529b\u4e88\u6e2c\uff1a\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30ad\u30fc\u30dc\u30fc\u30c9\u3067\u306f\u3001\u3053\u308c\u307e\u3067\u5165\u529b\u3057\u305f\u8a00\u8449\u306e\u9806\u5e8f\u3092\u5b66\u7fd2\u3057\u3001\u6b21\u306b\u5165\u529b\u3057\u305f\u3044\u5358\u8a9e\u3092\u4e88\u6e2c\u8868\u793a\u3059\u308b\u3053\u3068\u3067\u6253\u9375\u6570\u3092\u6e1b\u3089\u3059\u3002<\/li>\n<li>\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u30b2\u30fc\u30e0\uff1a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u7269\u8a9e\u30b2\u30fc\u30e0\u3067\u3001\u30d7\u30ec\u30a4\u30e4\u30fc\u306e\u9078\u629e\u5c65\u6b74\u3092RNN\u3067\u89e3\u6790\u3057\u3001\u305d\u308c\u306b\u5408\u308f\u305b\u305f\u30b9\u30c8\u30fc\u30ea\u30fc\u5c55\u958b\u3092\u751f\u6210\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u30d7\u30ec\u30a4\u30e4\u30fc\u304c\u904e\u53bb\u306b\u9078\u3093\u3060\u9078\u629e\u80a2\u3092\u57fa\u306b\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u306e\u53cd\u5fdc\u304c\u5909\u308f\u308a\u3001\u500b\u5225\u5316\u3055\u308c\u305f\u4f53\u9a13\u3092\u5b9f\u73fe\u3059\u308b\u3002<\/li>\n<\/ul>\n<h2>\u95a2\u9023\u7528\u8a9e<\/h2>\n<blockquote class=\"wp-embedded-content\" data-secret=\"uDQ74npv0M\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/deep-learning\/\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0&#8221; &#8212; UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/deep-learning\/embed\/#?secret=2UUq1xauRP#?secret=uDQ74npv0M\" data-secret=\"uDQ74npv0M\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"OpIZdxkCdV\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/neural-network\/\">\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af&#8221; &#8212; UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/neural-network\/embed\/#?secret=tQ7pLXFNdw#?secret=OpIZdxkCdV\" data-secret=\"OpIZdxkCdV\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<h2>\u53c2\u8003\u30ea\u30f3\u30af<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.nature.com\/articles\/323533a0\" target=\"_blank\" rel=\"noopener\">RNN\u306e\u6982\u5ff5\u3092\u7d39\u4ecb\u3057\u305f\u6587\u732e\uff08Rumelhart \u3089, 1986 \u5e74 Nature\uff09<\/a><\/li>\n<li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC10169091\/\" target=\"_blank\" rel=\"noopener\">RNN\u306e\u6982\u8981\u3068\u5fdc\u7528\u4f8b\u3092\u89e3\u8aac\u3057\u305f\u30ec\u30d3\u30e5\u30fc<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u30c6\u30ad\u30b9\u30c8\u3084\u97f3\u58f0\u306e\u3088\u3046\u306b\u9806\u5e8f\u304c\u3042\u308b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3084\u9023\u7d9a\u7684\u306a\u60c5\u5831\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30e2\u30c7\u30eb<\/p>\n","protected":false},"author":12,"featured_media":36759,"template":"","meta":{"_monsterinsights_skip_tracking":false,"English":"Recurrent Neural Network","design_hint":"\u524d\u304b\u3089\u9806\u306b\u8aad\u3080\u4ed5\u7d44\u307f\u306f\u3001\u9577\u304f\u306a\u308b\u307b\u3069\u6700\u521d\u3092\u5fd8\u308c\u308b\u3002\u8981\u70b9\u304c\u672b\u5c3e\u306b\u3042\u308c\u3070\u62fe\u3048\u308b\u304c\u3001\u982d\u306b\u3042\u308b\u3068\u8584\u308c\u308b\u3002\u9577\u6587\u3092\u6e21\u3059\u306a\u3089\u3001\u8981\u7d04\u3092\u6dfb\u3048\u308d\u3002","footnotes":""},"glossary-category":[562],"glossary_tag":[],"class_list":["post-36726","glossary","type-glossary","status-publish","has-post-thumbnail","hentry","glossary-category-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u30ea\u30ab\u30ec\u30f3\u30c8\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08RNN\uff09 | UX TIMES<\/title>\n<meta name=\"description\" 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