{"id":3990,"date":"2026-02-26T15:32:58","date_gmt":"2026-02-26T06:32:58","guid":{"rendered":"https:\/\/biz.moneyforward.com\/ai\/basic\/?p=3990"},"modified":"2026-02-26T15:32:58","modified_gmt":"2026-02-26T06:32:58","slug":"%e3%83%8b%e3%83%a5%e3%83%bc%e3%83%a9%e3%83%ab%e3%83%8d%e3%83%83%e3%83%88%e3%83%af%e3%83%bc%e3%82%af%e3%81%a8%e3%81%af%ef%bc%9f%e4%bb%95%e7%b5%84%e3%81%bf%e3%82%84%e7%a8%ae%e9%a1%9e%e3%80%81%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/biz.moneyforward.com\/ai\/basic\/3990\/","title":{"rendered":"\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3084\u7a2e\u985e\u3001\u5b66\u7fd2\u65b9\u6cd5\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"<div class=\"summary-box\">\n<div class=\"summary-box__title\"><span class=\"summary-box__title_tag\">Point<\/span>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u306f\uff1f<\/div>\n<p><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u306f\u3001\u4eba\u9593\u306e\u8133\u795e\u7d4c\u56de\u8def\u3092\u6a21\u5023\u3057\u3001\u30c7\u30fc\u30bf\u304b\u3089\u7279\u5fb4\u3092\u5b66\u7fd2\u3057\u3066\u8907\u96d1\u306a\u5224\u65ad\u3084\u4e88\u6e2c\u3092\u884c\u3046AI\u306e\u6570\u7406\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/strong><\/p>\n<ul class=\"summary-box__list summary-box__list\">\n<li>\u4ed5\u7d44\u307f\uff1a\u8133\u306e\u50cd\u304d\u3092\u6a21\u3057\u305f3\u5c64\u69cb\u9020\u306e\u30e2\u30c7\u30eb<\/li>\n<li>\u9032\u5316\uff1a\u591a\u5c64\u5316\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3078\u767a\u5c55<\/li>\n<li>\u6d3b\u7528\uff1a\u7d4c\u7406\u306e\u81ea\u52d5\u5316\u3084\u9700\u8981\u4e88\u6e2c\u306a\u3069\u3067\u6d3b\u8e8d<\/li>\n<\/ul>\n<p>\u5f93\u6765\u56f0\u96e3\u3060\u3063\u305f\u30af\u30bb\u306e\u3042\u308b\u624b\u66f8\u304d\u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3084\u3001\u5929\u5019\u7b49\u3092\u8003\u616e\u3057\u305f\u7cbe\u7dfb\u306a\u4e88\u6e2c\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<p>AI\u6d3b\u7528\u3067\u696d\u52d9\u52b9\u7387\u5316\u3092\u76ee\u6307\u3059\u969b\u3001\u5fc5\u305a\u8033\u306b\u3059\u308b\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u300d\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u5177\u4f53\u7684\u306a\u4ed5\u7d44\u307f\u3084\u5b66\u7fd2\u65b9\u6cd5\u3092\u6b63\u3057\u304f\u7406\u89e3\u3067\u304d\u3066\u3044\u308b\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u8133\u306e\u795e\u7d4c\u56de\u8def\u3092\u6a21\u5023\u3057\u305f\u3053\u306e\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u306e\u9055\u3044\u3084\u4e3b\u8981\u306a\u7a2e\u985e\uff08CNN\u30fbRNN\uff09\u3092\u542b\u3081\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u7d4c\u7406\u306e\u81ea\u52d5\u5316\u3084\u9700\u8981\u4e88\u6e2c\u306a\u3069\u3001\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u3067\u306e\u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u307e\u3067\u3092\u7db2\u7f85\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5c0e\u5165\u30a4\u30e1\u30fc\u30b8\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002<\/p>\n<div id=\"post-below-intro\"><\/div><h2>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u306f\u3001\u4eba\u9593\u306e\u8133\u795e\u7d4c\u56de\u8def\u3092\u53c2\u8003\u306b\u3057\u3001\u30c7\u30fc\u30bf\u304b\u3089\u7279\u5fb4\u3092\u5b66\u7fd2\u3057\u3066\u8907\u96d1\u306a\u5224\u65ad\u3084\u4e88\u6e2c\u3092\u884c\u3046AI\u306e\u6570\u7406\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/b><\/span><\/p>\n<p>\u300c\u30cb\u30e5\u30fc\u30ed\u30f3\u300d\u3068\u3044\u3046\u8a00\u8449\u81ea\u4f53\u306f\u795e\u7d4c\u7d30\u80de\u3092\u6307\u3057\u307e\u3059\u304c\u3001AI\u306e\u6587\u8108\u3067\u306f\u305d\u308c\u3089\u304c\u7db2\u72b6\u306b\u7d50\u3073\u3064\u3044\u305f\u300c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u300d\u306e\u69cb\u9020\u3092\u6307\u3057\u3066\u3053\u306e\u540d\u524d\u3067\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<h3>\u8133\u306e\u4ed5\u7d44\u307f\u306e\u518d\u73fe\u65b9\u6cd5<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u8133\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u304c\u96fb\u6c17\u4fe1\u53f7\u3092\u4f1d\u3048\u5408\u3046\u3088\u3046\u306b\u3001\u5165\u529b\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u5c64\uff08\u30ec\u30a4\u30e4\u30fc\uff09\u3092\u901a\u3057\u3066\u51e6\u7406\u3057\u3001\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/b><\/span><\/p>\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u69cb\u6210\u3059\u308b\u4e00\u3064\u4e00\u3064\u306e\u30e6\u30cb\u30c3\u30c8\u306f\u300c\u4eba\u5de5\u30cb\u30e5\u30fc\u30ed\u30f3\u300d\u3068\u3082\u547c\u3070\u308c\u3001\u8133\u306e\u795e\u7d4c\u7d30\u80de\u3092\u53c2\u8003\u306b\u3057\u305f\u8a08\u7b97\u5358\u4f4d\u3067\u3059\u3002\u3002<\/p>\n<p>\u4eba\u9593\u306e\u8133\u306b\u306f\u7d041000\u5104\u500b\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u304c\u3042\u308a\u3001\u305d\u308c\u3089\u304c\u30b7\u30ca\u30d7\u30b9\u3067\u7d50\u5408\u3057\u3066\u4fe1\u53f7\u3092\u4f1d\u9054\u3059\u308b\u3053\u3068\u3067\u3001\u79c1\u305f\u3061\u306f\u7269\u3092\u898b\u305f\u308a\u8003\u3048\u305f\u308a\u3057\u3066\u3044\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u306f\u3001\u3053\u3046\u3057\u305f\u8133\u306e\u4ed5\u7d44\u307f\u304b\u3089\u7740\u60f3\u3092\u5f97\u3066\u3001\u60c5\u5831\u51e6\u7406\u306e\u6d41\u308c\u3092\u300c\u5165\u529b\u5c64\u300d\u300c\u96a0\u308c\u5c64\u300d\u300c\u51fa\u529b\u5c64\u300d\u3068\u3044\u30463\u3064\u306e\u5c64\u69cb\u9020\u306b\u6574\u7406\u3057\u3066\u8868\u73fe\u3057\u307e\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ol class=\"summary-box__list summary-box__list--number\">\n<li><strong>\u5165\u529b\u5c64\uff08Input Layer\uff09\uff1a<\/strong>\u30c7\u30fc\u30bf\uff08\u753b\u50cf\u3084\u6570\u5024\u306a\u3069\uff09\u3092\u53d7\u3051\u53d6\u308b\u5165\u308a\u53e3\u3002<\/li>\n<li><strong>\u96a0\u308c\u5c64\uff08Hidden Layer \/ \u4e2d\u9593\u5c64\uff09\uff1a<\/strong>\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u3001\u8907\u96d1\u306a\u8a08\u7b97\u3092\u884c\u3046\u5c64\u3002\u3053\u3053\u304c\u539a\u304f\u306a\u308b\u307b\u3069\u300c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u547c\u3070\u308c\u307e\u3059\u3002<\/li>\n<li><strong>\u51fa\u529b\u5c64\uff08Output Layer\uff09\uff1a<\/strong>\u6700\u7d42\u7684\u306a\u5224\u65ad\u7d50\u679c\uff08\u300c\u3053\u308c\u306f\u732b\u3067\u3042\u308b\u300d\u300c\u58f2\u4e0a\u306f\u4e0a\u304c\u308b\u300d\u306a\u3069\uff09\u3092\u51fa\u3059\u51fa\u53e3\u3002<\/li>\n<\/ol>\n<\/div>\n<h3>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u306e\u9055\u3044<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u96a0\u308c\u5c64\u3092\u591a\u5c64\u5316\uff08\u6df1\u5c64\u5316\uff09\u3057\u3001\u3088\u308a\u8907\u96d1\u3067\u9ad8\u7cbe\u5ea6\u306a\u5b66\u7fd2\u3092\u53ef\u80fd\u306b\u3057\u305f\u767a\u5c55\u6280\u8853\u3067\u3059\u3002<\/b><\/span><\/p>\n<div class=\"summary-box\">\n<ul class=\"summary-box__list summary-box__list\">\n<li><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08\u5358\u7d14\uff09\uff1a<\/strong>\u96a0\u308c\u5c64\u304c1\u301c2\u5c64\u7a0b\u5ea6\u3002\u5358\u7d14\u306a\u5206\u985e\u306a\u3069\u304c\u53ef\u80fd\u3002<\/li>\n<li><strong>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\uff1a<\/strong>\u96a0\u308c\u5c64\u304c\u6570\u5341\u301c\u6570\u767e\u5c64\u3002\u753b\u50cf\u3084\u6587\u7ae0\u306a\u3069\u975e\u5e38\u306b\u8907\u96d1\u306a\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u304c\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<\/div>\n<p>\u73fe\u5728\u3001ChatGPT\u306a\u3069\u306e\u751f\u6210AI\u3084\u81ea\u52d5\u904b\u8ee2\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\u306f\u3001\u307b\u307c\u5168\u3066\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u578b\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3059\u3002<\/p>\n<h2>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4ed5\u7d44\u307f\u306f\u3069\u3046\u306a\u3063\u3066\u3044\u308b\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>\u5404\u30cb\u30e5\u30fc\u30ed\u30f3\u304c\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308a\u3001\u91cd\u307f\uff08\u91cd\u8981\u5ea6\uff09\u3068\u30d0\u30a4\u30a2\u30b9\uff08\u8abf\u6574\u5024\uff09\u3092\u52a0\u3048\u3066\u6b21\u306e\u5c64\u3078\u4fe1\u53f7\u3092\u6e21\u3059\u3053\u3068\u3067\u60c5\u5831\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u5358\u306b\u30c7\u30fc\u30bf\u3092\u53f3\u304b\u3089\u5de6\u3078\u6d41\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u60c5\u5831\u306e\u300c\u91cd\u8981\u3055\u300d\u3092\u5224\u65ad\u3057\u306a\u304c\u3089\u51e6\u7406\u3092\u9032\u3081\u308b\u70b9\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<h3>\u4fe1\u53f7\u306e\u5f37\u5f31\u3068\u5224\u5b9a\u3092\u884c\u3046\u91cd\u307f\u3068\u6d3b\u6027\u5316\u95a2\u6570<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u91cd\u307f\u306f\u60c5\u5831\u306e\u91cd\u8981\u5ea6\u3092\u8abf\u6574\u3057\u3001\u6d3b\u6027\u5316\u95a2\u6570\u306f\u6b21\u306e\u5c64\u3078\u3069\u306e\u7a0b\u5ea6\u306e\u60c5\u5831\u3092\u6e21\u3059\u304b\u3092\u8abf\u6574\u3059\u308b\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u5165\u529b\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u3059\u3079\u3066\u540c\u3058\u4fa1\u5024\u3092\u6301\u3064\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI\u306f\u8a08\u7b97\u904e\u7a0b\u3067\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u60c5\u5831\u3092\u53d6\u6368\u9078\u629e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ul class=\"summary-box__list summary-box__list\">\n<li><strong>\u91cd\u307f\uff08Weight\uff09\uff1a<\/strong>\u5165\u529b\u60c5\u5831\u306e\u91cd\u8981\u5ea6\u3002\u300c\u6c17\u5727\u4f4e\u4e0b\u300d\u306f\u96e8\u4e88\u6e2c\u306b\u91cd\u8981\u306a\u306e\u3067\u91cd\u307f\u3092\u5927\u304d\u304f\u3001\u300c\u66dc\u65e5\u300d\u306f\u7121\u95a2\u4fc2\u306a\u306e\u3067\u30bc\u30ed\u306b\u8fd1\u3065\u3051\u308b\u3001\u3068\u3044\u3063\u305f\u8abf\u6574\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u6d3b\u6027\u5316\u95a2\u6570\uff08Activation Function\uff09\uff1a<\/strong>\u53d7\u3051\u53d6\u3063\u305f\u60c5\u5831\u306e\u5408\u8a08\u5024\u304c\u3042\u308b\u30ec\u30d9\u30eb\u3092\u8d85\u3048\u305f\u5834\u5408\u306e\u307f\u3001\u6b21\u306e\u5c64\u3078\u4fe1\u53f7\u3092\u9001\u308a\u307e\u3059\uff08\u3053\u306e\u73fe\u8c61\u3092\u300c\u767a\u706b\u300d\u3068\u547c\u3073\u307e\u3059\uff09\u3002<\/li>\n<\/ul>\n<\/div>\n<p>\u3053\u306e\u3088\u3046\u306b\u81a8\u5927\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u91cd\u307f\uff09\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u6b63\u3057\u3044\u7b54\u3048\uff08\u51fa\u529b\uff09\u3092\u5c0e\u304d\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u8907\u96d1\u306a\u7279\u5fb4\u3092\u6349\u3048\u308b\u96a0\u308c\u5c64\u306e\u50cd\u304d<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u5165\u529b\u5c64\u3068\u51fa\u529b\u5c64\u306e\u9593\u306b\u3042\u308b\u96a0\u308c\u5c64\uff08\u4e2d\u9593\u5c64\uff09\u3092\u901a\u3059\u3053\u3068\u3067\u3001\u5358\u7d14\u306a\u30c7\u30fc\u30bf\u3092\u3088\u308a\u62bd\u8c61\u7684\u3067\u610f\u5473\u306e\u3042\u308b\u60c5\u5831\uff08\u7279\u5fb4\uff09\u3078\u3068\u5909\u63db\u30fb\u6574\u7406\u3057\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u8ce2\u3044\u5224\u65ad\u3092\u3067\u304d\u308b\u306e\u306f\u3001\u3053\u306e\u96a0\u308c\u5c64\u3067\u30c7\u30fc\u30bf\u306e\u300c\u7279\u5fb4\u62bd\u51fa\u300d\u3092\u884c\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ul class=\"summary-box__list summary-box__list\">\n<li><strong>\u60c5\u5831\u306e\u5909\u63db\u30d7\u30ed\u30bb\u30b9\uff1a<\/strong>\u4f8b\u3048\u3070\u753b\u50cf\u3092\u8a8d\u8b58\u3059\u308b\u5834\u5408\u3001\u5165\u529b\u76f4\u5f8c\u306e\u5c64\u3067\u306f\u5358\u306a\u308b\u300c\u8272\u306e\u6fc3\u6de1\u300d\u3092\u898b\u3066\u3044\u307e\u3059\u304c\u3001\u5c64\u304c\u9032\u3080\u306b\u3064\u308c\u3066\u300c\u7dda\u300d\u2192\u300c\u66f2\u7dda\u300d\u2192\u300c\u76ee\u3084\u9f3b\u306e\u5f62\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a<strong>\u7279\u5fb4<\/strong>\u3068\u3057\u3066\u60c5\u5831\u3092\u7d44\u307f\u4e0a\u3052\u3066\u3044\u304d\u307e\u3059\u3002<\/li>\n<li><strong>\u30d0\u30b1\u30c4\u30ea\u30ec\u30fc\u306b\u3088\u308b\u9023\u643a\uff1a<\/strong>\u591a\u6570\u306e\u5c64\u304c\u30d0\u30b1\u30c4\u30ea\u30ec\u30fc\u306e\u3088\u3046\u306b\u60c5\u5831\u3092\u52a0\u5de5\u3057\u306a\u304c\u3089\u624b\u6e21\u3057\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u6700\u7d42\u7684\u306b\u300c\u3053\u308c\u306f\u732b\u3067\u3042\u308b\u300d\u3068\u3044\u3063\u305f\u8907\u96d1\u306a\u7d50\u8ad6\u3092\u51fa\u3059\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/div>\n<h3>\u5224\u65ad\u306e\u7406\u7531\u304c\u898b\u3048\u306a\u304f\u306a\u308b\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u554f\u984c<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u8a08\u7b97\u30d7\u30ed\u30bb\u30b9\u304c\u8907\u96d1\u3059\u304e\u308b\u305f\u3081\u3001\u300c\u306a\u305c\u305d\u306e\u7b54\u3048\u306b\u306a\u3063\u305f\u306e\u304b\u300d\u3092\u4eba\u9593\u304c\u8ad6\u7406\u7684\u306b\u8aac\u660e\u3067\u304d\u306a\u3044\u3001\u3044\u308f\u3086\u308b\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u5316\u3059\u308b\u5f31\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u5f93\u6765\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u300cIF A THEN B\uff08\u3082\u3057A\u306a\u3089B\u3059\u308b\uff09\u300d\u3068\u3044\u3046\u660e\u78ba\u306a\u30eb\u30fc\u30eb\u3067\u52d5\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u300c\u4f55\u5104\u3082\u306e\u91cd\u307f\u306e\u8abf\u6574\u7d50\u679c\u300d\u3067\u5224\u65ad\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4f8b\u3048\u3070AI\u304c\u30ed\u30fc\u30f3\u306e\u5be9\u67fb\u3092\u5426\u6c7a\u3057\u305f\u969b\u3001\u62c5\u5f53\u8005\u304c\u300c\u306a\u305c\u843d\u3061\u305f\u306e\u304b\u300d\u3092\u9867\u5ba2\u306b\u8aac\u660e\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u8ab2\u984c\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p>\u73fe\u5728\u3001\u5224\u65ad\u30d7\u30ed\u30bb\u30b9\u306e\u5b8c\u5168\u306a\u8aac\u660e\u306f\u96e3\u3057\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u8fd1\u5e74\u306f\u5224\u65ad\u306e\u50be\u5411\u3084\u6839\u62e0\u3092\u53ef\u8996\u5316\u3059\u308bXAI\u306e\u7814\u7a76\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u306f\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u304c\u3042\u308b\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>\u6271\u3046\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\uff08\u753b\u50cf\u3001\u6570\u5024\u3001\u8a00\u8449\uff09\u306b\u5408\u308f\u305b\u3066\u3001FNN\u3001CNN\u3001RNN\u306a\u3069\u306e\u6700\u9069\u306a\u30e2\u30c7\u30eb\u304c\u4f7f\u3044\u5206\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u306b\u304a\u3044\u3066\u3082\u3001\u6570\u5b57\u3092\u6271\u3046\u306e\u304b\u3001\u66f8\u985e\uff08\u753b\u50cf\uff09\u3092\u8aad\u307f\u53d6\u308b\u306e\u304b\u306b\u3088\u3063\u3066\u3001\u88cf\u5074\u3067\u52d5\u3044\u3066\u3044\u308bAI\u306e\u7a2e\u985e\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u4e3b\u8981\u306a\u30e2\u30c7\u30eb\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3>\u4ee3\u8868\u7684\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u4e00\u89a7\u8868<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u7a2e\u985e\uff08\u6b63\u5f0f\u540d\u79f0\uff09<\/th>\n<th>\u7279\u5fb4\u30fb\u4ed5\u7d44\u307f<\/th>\n<th>\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u3067\u306e\u4e3b\u306a\u7528\u9014<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: left;\"><strong>FNN<\/strong><\/p>\n<p><strong>\uff08\u9806\u4f1d\u64ad\u578b\uff09<\/strong><\/td>\n<td style=\"text-align: left;\">\u60c5\u5831\u304c\u4e00\u65b9\u5411\u306b\u306e\u307f\u6d41\u308c\u308b\u6700\u3082\u57fa\u672c\u7684\u306a\u69cb\u9020\u3002<\/p>\n<p>\u5358\u7d14\u306a\u6570\u5024\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/td>\n<td style=\"text-align: left;\">\n<ul>\n<li>\u6570\u5024\u4e88\u6e2c\uff08\u58f2\u4e0a\u30fb\u6765\u5ba2\u6570\uff09<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u5206\u985e<\/li>\n<li>\u7570\u5e38\u691c\u77e5\uff08\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u7b49\uff09<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><strong>CNN<\/strong><\/p>\n<p><strong>\uff08\u7573\u307f\u8fbc\u307f\u578b\uff09<\/strong><\/td>\n<td style=\"text-align: left;\">\u753b\u50cf\u306e\u300c\u5f62\u300d\u3084\u300c\u8272\u300d\u306a\u3069\u306e\u7279\u5fb4\u3092\u6349\u3048\u308b\u306e\u306b\u7279\u5316\u3002<\/p>\n<p>\u4eba\u9593\u306e\u8996\u899a\u91ce\u306b\u8fd1\u3044\u50cd\u304d\u3092\u3059\u308b\u3002<\/td>\n<td style=\"text-align: left;\">\n<ul>\n<li>\u753b\u50cf\u8a8d\u8b58<\/li>\n<li>AI-OCR\uff08\u624b\u66f8\u304d\u6587\u5b57\u8aad\u53d6\uff09<\/li>\n<li>\u5de5\u5834\u306e\u5916\u89b3\u691c\u67fb<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><strong>RNN \/ Transformer<\/strong><\/p>\n<p><strong>\uff08\u518d\u5e30\u578b\u306a\u3069\uff09<\/strong><\/td>\n<td style=\"text-align: left;\">\u6642\u7cfb\u5217\u3084\u524d\u5f8c\u306e\u6587\u8108\u3092\u8003\u616e\u3057\u3066\u51e6\u7406\u3059\u308b\u3002<\/p>\n<p>\u8a00\u8449\u306e\u6d41\u308c\u3084\u6642\u9593\u306e\u5909\u5316\u306b\u5f37\u3044\u3002<\/td>\n<td style=\"text-align: left;\">\n<ul>\n<li>\u7ffb\u8a33\u30fb\u8981\u7d04\uff08ChatGPT\u7b49\uff09<\/li>\n<li>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u5bfe\u5fdc<\/li>\n<li>\u97f3\u58f0\u8a8d\u8b58\uff08\u8b70\u4e8b\u9332\u4f5c\u6210\uff09<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u753b\u50cf\u51e6\u7406\u306b\u5f37\u3044CNN<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>CNN\uff08Convolutional Neural Network\uff09\u306f\u3001\u753b\u50cf\u30c7\u30fc\u30bf\u304b\u3089\u300c\u7279\u5fb4\u300d\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/b><\/span><\/p>\n<p>\u4eba\u9593\u304c\u7269\u4f53\u3092\u898b\u308b\u3068\u304d\u3001\u7121\u610f\u8b58\u306b\u7dda\u3084\u4e38\u307f\u306a\u3069\u306e\u30d1\u30fc\u30c4\u3092\u8a8d\u8b58\u3057\u3066\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3057\u307e\u3059\u3002CNN\u3082\u540c\u69d8\u306b\u3001\u753b\u50cf\u306e\u4e00\u90e8\u3092\u5207\u308a\u53d6\u3063\u3066\u7dda\u3084\u89d2\u3001\u6a21\u69d8\u306a\u3069\u306e\u7279\u5fb4\u3092\u691c\u51fa\u3059\u308b\u300c\u7573\u307f\u8fbc\u307f\u300d\u3068\u3044\u3046\u51e6\u7406\u3067\u5206\u6790\u3059\u308b\u305f\u3081\u3001\u5f93\u6765\u306f\u96e3\u3057\u304b\u3063\u305f\u624b\u66f8\u304d\u6587\u5b57\uff08OCR\uff09\u306e\u8b58\u5225\u3084\u3001\u672c\u4eba\u78ba\u8a8d\u306e\u305f\u3081\u306e\u9854\u8a8d\u8a3c\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3067\u9ad8\u3044\u7cbe\u5ea6\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<h3>\u8a00\u8449\u3084\u6d41\u308c\u3092\u7406\u89e3\u3059\u308bRNN\u3068Transformer<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>RNN\uff08Recurrent Neural Network\uff09\u3084\u73fe\u5728\u4e3b\u6d41\u3068\u306a\u3063\u3066\u3044\u308bTransformer\u306f\u3001\u30c7\u30fc\u30bf\u306e\u300c\u9806\u5e8f\u300d\u3084\u300c\u6587\u8108\u300d\u3092\u7406\u89e3\u3057\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>RNN\u306f\u3001\u6587\u7ae0\u3092\u9806\u756a\u306b\u51e6\u7406\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u5f97\u610f\u306a\u30e2\u30c7\u30eb\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u6587\u5168\u4f53\u3092\u982d\u304b\u3089\u8aad\u307f\u9032\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u6587\u7ae0\u304c\u9577\u304f\u306a\u308b\u307b\u3069\u51e6\u7406\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u300c\u7d50\u69cb\u3067\u3059\u3002\u300d\u306e\u3088\u3046\u306b\u524d\u5f8c\u306e\u6587\u8108\u306b\u3088\u3063\u3066\u610f\u5473\u304c\u5909\u308f\u308b\u8868\u73fe\u306b\u3064\u3044\u3066\u306f\u3001\u6587\u8108\u304c\u8907\u96d1\u306b\u306a\u308b\u3068\u8aa4\u5224\u5b9a\u3092\u8d77\u3053\u3059\u30b1\u30fc\u30b9\u3082\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u8ab2\u984c\u3092\u8e0f\u307e\u3048\u3001\u3088\u308a\u6587\u8108\u7406\u89e3\u306b\u5f37\u3044\u30e2\u30c7\u30eb\u3068\u3057\u3066\u767b\u5834\u3057\u305f\u306e\u304cTransformer\u3067\u3059\u3002Transformer\u306f\u6587\u7ae0\u5168\u4f53\u3092\u4e00\u5ea6\u306b\u898b\u3066\u3001\u5358\u8a9e\u540c\u58eb\u306e\u3064\u306a\u304c\u308a\u3084\u610f\u5473\u5224\u65ad\u306b\u91cd\u8981\u306a\u90e8\u5206\u3092\u91cd\u307f\u3065\u3051\u3057\u306a\u304c\u3089\u51e6\u7406\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u6587\u7ae0\u5168\u4f53\u306e\u69cb\u9020\u3092\u3088\u308a\u6b63\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>\u73fe\u5728\u8a71\u984c\u306e\u751f\u6210AI\uff08ChatGPT\u306a\u3069\uff09\u3082\u3001\u3053\u306eTransformer\u6280\u8853\u304c\u30d9\u30fc\u30b9\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u30e1\u30fc\u30eb\u306e\u81ea\u52d5\u751f\u6210\u3084\u591a\u8a00\u8a9e\u7ffb\u8a33\u3067\u696d\u52d9\u52b9\u7387\u5316\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u7528\u9014\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>\u4e8b\u52d9\u51e6\u7406\u306e\u81ea\u52d5\u5316\uff08OCR\uff09\u3001\u9700\u8981\u4e88\u6e2c\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u3088\u308b\u9867\u5ba2\u5bfe\u5fdc\u306a\u3069\u3001\u4f01\u696d\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u76f4\u7d50\u3059\u308b\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u7279\u306b\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u62c5\u5f53\u8005\u306b\u3068\u3063\u3066\u8eab\u8fd1\u306a\u6d3b\u7528\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u66f8\u985e\u30fb\u4f1d\u7968\u306e\u30c7\u30b8\u30bf\u30eb\u5316\uff08AI-OCR\uff09<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>CNN\u7b49\u306e\u6280\u8853\u3092\u6d3b\u7528\u3057\u3001\u624b\u66f8\u304d\u306e<a href=\"https:\/\/biz.moneyforward.com\/invoice\/\" data-internallinksmanager029f6b8e52c=\"459\" title=\"\u8acb\u6c42\u66f8\">\u8acb\u6c42\u66f8<\/a>\u3084<a href=\"https:\/\/biz.moneyforward.com\/invoice\/templates\/receipts\/\" data-internallinksmanager029f6b8e52c=\"562\" title=\"\u9818\u53ce\u66f8\">\u9818\u53ce\u66f8<\/a>\u3092\u9ad8\u7cbe\u5ea6\u3067\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u5316\u3057\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u5f93\u6765\u306eOCR\u306f\u5b9a\u578b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3057\u304b\u8aad\u3081\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7528\u3044\u305fAI-OCR\u306f\u3001\u975e\u5b9a\u578b\u306e\u5e33\u7968\u3084\u30af\u30bb\u306e\u3042\u308b\u624b\u66f8\u304d\u6587\u5b57\u3067\u3082\u6587\u5b57\u5217\u5168\u4f53\u306e\u95a2\u4fc2\u6027\u3084\u6587\u8108\u3092\u8003\u616e\u3057\u3066\u9ad8\u3044\u8b58\u5b57\u7387\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001<a href=\"https:\/\/biz.moneyforward.com\/accounting\" data-internallinksmanager029f6b8e52c=\"239\" title=\"\u4f1a\u8a08\u30bd\u30d5\u30c8\">\u4f1a\u8a08\u30bd\u30d5\u30c8<\/a>\u3078\u306e\u5165\u529b\u696d\u52d9\u304c\u5287\u7684\u306b\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3>\u58f2\u4e0a\u30fb\u5728\u5eab\u30fb\u9700\u8981\u306e\u4e88\u6e2c<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u904e\u53bb\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092RNN\u306e\u767a\u5c55\u578b\u3067\u3042\u308bLSTM\u3084Transformer\u306b\u5b66\u7fd2\u3055\u305b\u3001\u5c06\u6765\u306e\u6570\u5024\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>Excel\u306e\u5358\u7d14\u306a\u8fd1\u4f3c\u66f2\u7dda\u3068\u306f\u7570\u306a\u308a\u3001\u5929\u6c17\u3001\u66dc\u65e5\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u6709\u7121\u306a\u3069\u8907\u6570\u306e\u8981\u56e0\uff08\u5909\u6570\uff09\u3092\u8003\u616e\u3057\u305f\u8907\u96d1\u306a\u4e88\u6e2c\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5728\u5eab\u5207\u308c\u306e\u9632\u6b62\u3084\u4eba\u54e1\u914d\u7f6e\u306e\u6700\u9069\u5316\u304c\u884c\u3048\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001\u5b9f\u52d9\u3067\u306f\u5fc5\u305a\u3057\u3082\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3060\u3051\u304c\u4f7f\u308f\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3068\u304f\u306b\u58f2\u4e0a\u4e88\u6e2c\u306e\u3088\u3046\u306b\u56e0\u679c\u95a2\u4fc2\u306e\u8aac\u660e\u304c\u91cd\u8981\u306a\u696d\u52d9\u3067\u306f\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u5316\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u907f\u3051\u308b\u50be\u5411\u3082\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u7d50\u679c\u3001\u5224\u65ad\u6839\u62e0\u306e\u308f\u304b\u308a\u3084\u3059\u3055\u306a\u3069\u3092\u91cd\u8996\u3057\u3066\u3001\u4ed6\u306e\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u304c\u63a1\u7528\u3055\u308c\u308b\u30b1\u30fc\u30b9\u3082\u591a\u3044\u306e\u304c\u5b9f\u60c5\u3067\u3059\u3002<\/p>\n<h3>\u793e\u5185\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u30fb\u7ffb\u8a33\uff08\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff09<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>Transformer\u6280\u8853\u3092\u7528\u3044\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u7ffb\u8a33\u30c4\u30fc\u30eb\u304c\u3001\u591a\u8a00\u8a9e\u5bfe\u5fdc\u3084\u793e\u5185FAQ\u306e\u81ea\u52d5\u5316\u3092\u62c5\u3044\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u300c\u7d4c\u8cbb\u7cbe\u7b97\u306e\u4ed5\u65b9\u306f\uff1f\u300d\u3068\u3044\u3063\u305f\u793e\u5185\u304b\u3089\u306e\u983b\u51fa\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001AI\u304c\u30de\u30cb\u30e5\u30a2\u30eb\uff08\u793e\u5185\u30ca\u30ec\u30c3\u30b8\uff09\u304b\u3089\u56de\u7b54\u3092\u751f\u6210\u30fb\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u7dcf\u52d9\u3084\u4eba\u4e8b\u306e\u5bfe\u5fdc\u5de5\u6570\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/p>\n<h2>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5b66\u7fd2\u65b9\u6cd5\u306f\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>\u300c\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u300d\u306a\u3069\u3067\u6b63\u89e3\u30c7\u30fc\u30bf\u3068\u81ea\u8eab\u306e\u51fa\u529b\u3068\u306e\u8aa4\u5dee\u3092\u8a08\u7b97\u3057\u3001\u305d\u306e\u30ba\u30ec\u304c\u6700\u5c0f\u306b\u306a\u308b\u3088\u3046\u300c\u8aa4\u5dee\u9006\u4f1d\u64ad\u6cd5\u300d\u3092\u4f7f\u3063\u3066\u91cd\u307f\u3092\u4fee\u6b63\u3057\u7d9a\u3051\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>AI\u306f\u6700\u521d\u304b\u3089\u8ce2\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u751f\u307e\u308c\u305f\u3066\u306e\u8133\u306e\u3088\u3046\u306b\u4f55\u3082\u77e5\u3089\u306a\u3044\u72b6\u614b\u304b\u3089\u3001\u81a8\u5927\u306a\u554f\u984c\u3092\u89e3\u304d\u3001\u9593\u9055\u3048\u3092\u4fee\u6b63\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u4f55\u4e07\u56de\u3082\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001\u5f90\u3005\u306b\u6b63\u89e3\u7387\u3092\u4e0a\u3052\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3>\u8aa4\u5dee\u9006\u4f1d\u64ad\u6cd5\u306b\u3088\u308b\u5b66\u7fd2\u30b5\u30a4\u30af\u30eb<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u51fa\u529b\u3055\u308c\u305f\u7b54\u3048\u304c\u6b63\u89e3\u3068\u3069\u308c\u304f\u3089\u3044\u9055\u3063\u305f\u304b\uff08\u8aa4\u5dee\uff09\u3092\u8a08\u7b97\u3057\u3001\u305d\u306e\u539f\u56e0\u3068\u306a\u3063\u305f\u30cb\u30e5\u30fc\u30ed\u30f3\u306e\u91cd\u307f\u3092\u9006\u65b9\u5411\u304b\u3089\u4fee\u6b63\u3057\u3066\u3044\u304f\u624b\u6cd5\u3067\u3059\u3002<\/b><\/span><\/p>\n<p>\u4eba\u9593\u304c\u30c9\u30ea\u30eb\u3067\u52c9\u5f37\u3059\u308b\u969b\u3001\u7b54\u3048\u5408\u308f\u305b\u3092\u3057\u3066\u300c\u306a\u305c\u9593\u9055\u3048\u305f\u304b\u300d\u3092\u7406\u89e3\u3057\u3001\u6b21\u306f\u9593\u9055\u3048\u306a\u3044\u3088\u3046\u306b\u899a\u3048\u76f4\u3059\u306e\u3068\u4f3c\u3066\u3044\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u30b5\u30a4\u30af\u30eb\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ul class=\"summary-box__list summary-box__list\">\n<li><strong>\u9806\u4f1d\u64ad\uff08Forward Propagation\uff09\uff1a<\/strong>\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5c64\u306b\u901a\u3057\u3001\u73fe\u5728\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u4e00\u65e6\u4e88\u6e2c\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u3002<\/li>\n<li><strong>\u8aa4\u5dee\u8a08\u7b97\uff08Loss Calculation\uff09\uff1a<\/strong>AI\u304c\u51fa\u3057\u305f\u300c\u4e88\u6e2c\u300d\u3068\u3001\u7528\u610f\u3055\u308c\u305f\u300c\u6b63\u89e3\u300d\u3068\u306e\u30ba\u30ec\uff08\u640d\u5931\uff09\u3092\u6570\u5024\u5316\u3059\u308b\u3002<\/li>\n<li><strong>\u8aa4\u5dee\u9006\u4f1d\u64ad\uff08Backpropagation\uff09\uff1a<\/strong>\u51fa\u529b\u5c64\u304b\u3089\u5165\u529b\u5c64\u306b\u5411\u304b\u3063\u3066\u3001\u300c\u3069\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u306e\u91cd\u307f\u304c\u9593\u9055\u3044\u306e\u4e3b\u72af\u3060\u3063\u305f\u304b\u300d\u3092\u5206\u6790\u3057\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u91cd\u307f\uff09\u3092\u4fee\u6b63\u30fb\u66f4\u65b0\u3059\u308b\u3002<\/li>\n<li><strong>\u53cd\u5fa9\uff08Epochs\uff09\uff1a<\/strong>\u8aa4\u5dee\u304c\u9650\u308a\u306a\u304f\u30bc\u30ed\u306b\u8fd1\u3065\u304f\u307e\u3067\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u4f55\u5343\u3001\u4f55\u4e07\u56de\u3068\u7e70\u308a\u8fd4\u3059\u3002<\/li>\n<\/ul>\n<\/div>\n<h3>\u7cbe\u5ea6\u3092\u5de6\u53f3\u3059\u308b\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u9ad8\u54c1\u8cea\u306aAI\u3092\u4f5c\u308b\u306b\u306f\u3001\u512a\u308c\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u4ee5\u4e0a\u306b\u300c\u826f\u8cea\u3067\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/b><\/span><\/p>\n<p>AI\u306e\u5206\u91ce\u306b\u306f\u300cGarbage In, Garbage Out\uff08\u30b4\u30df\u3092\u5165\u308c\u308c\u3070\u3001\u30b4\u30df\u3057\u304b\u51fa\u3066\u3053\u306a\u3044\uff09\u300d\u3068\u3044\u3046\u6709\u540d\u306a\u8003\u3048\u65b9\u304c\u3042\u308a\u307e\u3059\u3002\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u3067AI\u3092\u6d3b\u7528\u3059\u308b\u5834\u5408\u3082\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u6e96\u5099\uff08\u524d\u51e6\u7406\uff09\u304c\u5c0e\u5165\u6210\u529f\u306e\u9375\u3092\u63e1\u308a\u307e\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ul class=\"summary-box__list summary-box__list\">\n<li><strong>\u91cf\u306e\u78ba\u4fdd\uff1a<\/strong>\u6570\u5343\u301c\u6570\u4e07\u4ef6\u306e\u5c65\u6b74\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u3044\u3002<\/li>\n<li><strong>\u8cea\u306e\u62c5\u4fdd\uff1a<\/strong>\u624b\u66f8\u304d\u6587\u5b57\u304c\u8aad\u307f\u53d6\u308c\u306a\u3044\u3001\u5165\u529b\u30df\u30b9\u304c\u591a\u3044\u306a\u3069\u306e\u300c\u6c5a\u3044\u30c7\u30fc\u30bf\u300d\u3067\u306f\u3001AI\u306f\u8aa4\u3063\u305f\u5b66\u7fd2\u3092\u3057\u3066\u3057\u307e\u3046\u3002<\/li>\n<\/ul>\n<\/div>\n<h3>\u6697\u8a18\u3057\u3059\u304e\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u904e\u5b66\u7fd2<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u904e\u5270\u306b\u9069\u5fdc\u3057\u3059\u304e\u3066\u3057\u307e\u3044\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\uff08\u672c\u756a\u74b0\u5883\u306e\u30c7\u30fc\u30bf\uff09\u306b\u5bfe\u3057\u3066\u6b63\u3057\u304f\u5224\u65ad\u3067\u304d\u306a\u304f\u306a\u308b\u72b6\u614b\u3092\u300c\u904e\u5b66\u7fd2\uff08Overfitting\uff09\u300d\u3068\u547c\u3073\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u3053\u308c\u306f\u3001\u300c\u904e\u53bb\u554f\u306e\u7b54\u3048\u3092\u4e38\u6697\u8a18\u3057\u3066\u6e80\u70b9\u3092\u53d6\u308c\u308b\u304c\u3001\u5c11\u3057\u554f\u984c\u6587\u304c\u5909\u308f\u308b\u3068\u89e3\u3051\u306a\u3044\u5b66\u751f\u300d\u306e\u3088\u3046\u306a\u72b6\u614b\u3067\u3059\u3002 \u30d3\u30b8\u30cd\u30b9\u73fe\u5834\u3067\u306f\u3001\u300c\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3067\u306f\u5b8c\u74a7\u306a\u4e88\u6e2c\u304c\u3067\u304d\u308b\u306e\u306b\u3001\u6765\u6708\u306e\u58f2\u4e0a\u4e88\u6e2c\u306f\u5168\u304f\u5f53\u305f\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u5931\u6557\u304c\u3088\u304f\u8d77\u3053\u308a\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u904e\u53bb\u306e\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u306b\u5408\u308f\u305b\u3059\u304e\u308b\u3068\u3001\u300e\u53bb\u5e74\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u671f\u9593\u306e\u30c7\u30fc\u30bf\u300f\u3070\u304b\u308a\u3092\u5b66\u7fd2\u3057\u3066\u3001\u5e73\u6642\u306e\u4e88\u6e2c\u304c\u5168\u304f\u5f53\u305f\u3089\u306a\u3044\u3068\u3044\u3063\u305f\u5931\u6557\u304c\u8d77\u304d\u308b\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3092\u9632\u3050\u305f\u3081\u306b\u3001\u5b66\u7fd2\u3092\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u6b62\u3081\u305f\u308a\u3001\u3042\u3048\u3066\u60c5\u5831\u3092\u9593\u5f15\u304f\uff08\u30c9\u30ed\u30c3\u30d7\u30a2\u30a6\u30c8\uff09\u306a\u3069\u306e\u5de5\u592b\u304c\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<h2>\u4eca\u5f8c\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6d3b\u7528\u306f\u3069\u3046\u3042\u308b\u3079\u304d\u304b\uff1f<\/h2>\n<p><span style=\"background-color: #ffff99;\"><b>\u6280\u8853\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u3092\u540c\u6642\u306b\u6271\u3046\u300c\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5316\u300d\u304c\u9032\u3080\u305f\u3081\u3001\u4eba\u9593\u5074\u306b\u306f\u300cAI\u3092\u3069\u3046\u696d\u52d9\u306b\u7d44\u307f\u8fbc\u3080\u304b\u300d\u3092\u8a2d\u8a08\u3059\u308b\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u9032\u5316\u306f\u6b62\u307e\u308a\u307e\u305b\u3093\u3002\u5358\u306a\u308b\u8a08\u7b97\u30c4\u30fc\u30eb\u304b\u3089\u3001\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u306e\u5b58\u5728\u3078\u5909\u308f\u308a\u3064\u3064\u3042\u308b\u4eca\u3001\u79c1\u305f\u3061\u81ea\u8eab\u306e\u50cd\u304d\u65b9\u3082\u5909\u5316\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h3>\u97f3\u58f0\u30fb\u753b\u50cf\u30fb\u52d5\u753b\u3092\u7d71\u5408\u3059\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5316<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u4eca\u5f8c\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u6587\u5b57\u3084\u753b\u50cf\u3001\u97f3\u58f0\u3068\u3044\u3063\u305f\u7570\u306a\u308b\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u5ea6\u306b\u51e6\u7406\u3059\u308b\u300c\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u300d\u304c\u4e3b\u6d41\u306b\u306a\u308a\u307e\u3059\u3002<\/b><\/span><\/p>\n<p>\u3053\u308c\u307e\u3067\u306f\u300c\u753b\u50cf\u8a8d\u8b58\u306fCNN\u300d\u300c\u7ffb\u8a33\u306fTransformer\u300d\u3068\u5f79\u5272\u304c\u5206\u304b\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u6700\u65b0\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3053\u308c\u3089\u304c\u7d71\u5408\u3055\u308c\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"summary-box\">\n<ul class=\"summary-box__list summary-box__list\">\n<li><strong>\u3053\u308c\u307e\u3067\u306eAI\uff08\u30b7\u30f3\u30b0\u30eb\u30e2\u30fc\u30c0\u30eb\uff09\uff1a<\/strong>\u300c\u6587\u5b57\u300d\u3060\u3051\u3092\u898b\u3066\u7ffb\u8a33\u3059\u308b\u3001\u307e\u305f\u306f\u300c\u753b\u50cf\u300d\u3060\u3051\u3092\u898b\u3066\u691c\u54c1\u3059\u308b\u3002<\/li>\n<li><strong>\u3053\u308c\u304b\u3089\u306eAI\uff08\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\uff09\uff1a<\/strong>\u30d3\u30c7\u30aa\u4f1a\u8b70\u306e\u6620\u50cf\u3092\u898b\u306a\u304c\u3089\u3001\u300c\u53c2\u52a0\u8005\u306e\u8868\u60c5\uff08\u753b\u50cf\uff09\u300d\u3068\u300c\u767a\u8a00\u5185\u5bb9\uff08\u97f3\u58f0\u30fb\u30c6\u30ad\u30b9\u30c8\uff09\u300d\u3092\u540c\u6642\u306b\u5206\u6790\u3057\u3001\u8b70\u4e8b\u9332\u3060\u3051\u3067\u306a\u304f\u300c\u4f1a\u8b70\u306e\u96f0\u56f2\u6c17\u300d\u307e\u3067\u30ec\u30dd\u30fc\u30c8\u3059\u308b\u3002<\/li>\n<\/ul>\n<\/div>\n<ul><\/ul>\n<p>\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u306b\u304a\u3044\u3066\u3082\u3001\u96fb\u8a71\u5bfe\u5fdc\u306e\u97f3\u58f0\u3068\u9001\u4ed8\u3055\u308c\u305f\u66f8\u985e\u306e\u753b\u50cf\u3092\u30bb\u30c3\u30c8\u3067AI\u304c\u5224\u65ad\u3059\u308b\u306a\u3069\u3001\u6d3b\u7528\u306e\u5e45\u304c\u98db\u8e8d\u7684\u306b\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n<h3>\u6280\u8853\u3088\u308a\u3082\u3069\u306e\u696d\u52d9\u306b\u9069\u7528\u3059\u308b\u304b\u3092\u8a2d\u8a08\u3059\u308b\u529b<\/h3>\n<p><span style=\"background-color: #ffff99;\"><b>\u79c1\u305f\u3061\u4eba\u9593\u306b\u6c42\u3081\u3089\u308c\u308b\u306e\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7d30\u90e8\u307e\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u3059\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u300c\u3069\u306e\u696d\u52d9\u306b\u3069\u306eAI\u6280\u8853\u304c\u9069\u3057\u3066\u3044\u308b\u304b\u300d\u3092\u898b\u6975\u3081\u308b\u696d\u52d9\u8a2d\u8a08\u529b\u3067\u3059\u3002<\/b><\/span><\/p>\n<p>AI\u306f\u300c\u624b\u6bb5\u300d\u3067\u3042\u3063\u3066\u300c\u76ee\u7684\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4ed5\u7d44\u307f\uff08\u5f97\u610f\u30fb\u4e0d\u5f97\u610f\uff09\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5224\u65ad\u3092\u884c\u3046\u3053\u3068\u304c\u4eba\u9593\u306e\u5f79\u5272\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<div 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