{"id":2432,"date":"2025-06-13T16:11:56","date_gmt":"2025-06-13T08:11:56","guid":{"rendered":"http:\/\/1628.webi.svipwebs.com\/?p=2432"},"modified":"2025-06-13T16:11:56","modified_gmt":"2025-06-13T08:11:56","slug":"how-biological-insights-drive-intelligent-automation-ai-learns-predictive-prowess-from-mouse-neural-patterns","status":"publish","type":"post","link":"https:\/\/www.rzautoassembly.com\/ja\/how-biological-insights-drive-intelligent-automation-ai-learns-predictive-prowess-from-mouse-neural-patterns\/","title":{"rendered":"\u751f\u7269\u5b66\u7684\u77e5\u898b\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3059\u308b\uff1aAI\u304c\u30de\u30a6\u30b9\u306e\u795e\u7d4c\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u4e88\u6e2c\u80fd\u529b\u3092\u5b66\u7fd2"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_73 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/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-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.rzautoassembly.com\/ja\/how-biological-insights-drive-intelligent-automation-ai-learns-predictive-prowess-from-mouse-neural-patterns\/#How_Biological_Insights_Drive_Intelligent_Automation_AI_Learns_Predictive_Prowess_from_Mouse_Neural_Patterns\" title=\"\u751f\u7269\u5b66\u7684\u77e5\u898b\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3059\u308b\uff1aAI\u304c\u30de\u30a6\u30b9\u306e\u795e\u7d4c\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u4e88\u6e2c\u80fd\u529b\u3092\u5b66\u7fd2\">\u751f\u7269\u5b66\u7684\u77e5\u898b\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3059\u308b\uff1aAI\u304c\u30de\u30a6\u30b9\u306e\u795e\u7d4c\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u4e88\u6e2c\u80fd\u529b\u3092\u5b66\u7fd2<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.rzautoassembly.com\/ja\/how-biological-insights-drive-intelligent-automation-ai-learns-predictive-prowess-from-mouse-neural-patterns\/#Biological_Pre-Training_A_Blueprint_for_AI_Efficiency\" title=\"\u751f\u7269\u5b66\u7684\u4e8b\u524d\u5b66\u7fd2\uff1aAI\u52b9\u7387\u5316\u306e\u305f\u3081\u306e\u9752\u5199\u771f\">\u751f\u7269\u5b66\u7684\u4e8b\u524d\u5b66\u7fd2\uff1aAI\u52b9\u7387\u5316\u306e\u305f\u3081\u306e\u9752\u5199\u771f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.rzautoassembly.com\/ja\/how-biological-insights-drive-intelligent-automation-ai-learns-predictive-prowess-from-mouse-neural-patterns\/#Testing_Pre-Training_in_Industrial_Automation_Scenarios\" title=\"\u7523\u696d\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u30c6\u30b9\u30c8\">\u7523\u696d\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u30c6\u30b9\u30c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.rzautoassembly.com\/ja\/how-biological-insights-drive-intelligent-automation-ai-learns-predictive-prowess-from-mouse-neural-patterns\/#Implications_for_Automation_Equipment_and_Industry\" title=\"\u81ea\u52d5\u5316\u6a5f\u5668\u3068\u7523\u696d\u3078\u306e\u5f71\u97ff\">\u81ea\u52d5\u5316\u6a5f\u5668\u3068\u7523\u696d\u3078\u306e\u5f71\u97ff<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"How_Biological_Insights_Drive_Intelligent_Automation_AI_Learns_Predictive_Prowess_from_Mouse_Neural_Patterns\"><\/span><span style=\"font-family: 'times new roman', times, serif;\"><strong><b>\u751f\u7269\u5b66\u7684\u77e5\u898b\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3059\u308b\uff1aAI\u304c\u30de\u30a6\u30b9\u306e\u795e\u7d4c\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u4e88\u6e2c\u80fd\u529b\u3092\u5b66\u7fd2<\/b><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"size-medium wp-image-2433 aligncenter\" src=\"https:\/\/www.rzautoassembly.com\/wp-content\/smush-webp\/2025\/06\/HMS-\u7f51\u7edc-2025-\u5e74\u5ea6\u62a5\u544a-41-4-300x215.png.webp\" alt=\"\" width=\"300\" height=\"215\" srcset=\"https:\/\/www.rzautoassembly.com\/wp-content\/smush-webp\/2025\/06\/HMS-\u7f51\u7edc-2025-\u5e74\u5ea6\u62a5\u544a-41-4-300x215.png.webp 300w, https:\/\/www.rzautoassembly.com\/wp-content\/smush-webp\/2025\/06\/HMS-\u7f51\u7edc-2025-\u5e74\u5ea6\u62a5\u544a-41-4-1024x734.png.webp 1024w, https:\/\/www.rzautoassembly.com\/wp-content\/smush-webp\/2025\/06\/HMS-\u7f51\u7edc-2025-\u5e74\u5ea6\u62a5\u544a-41-4-768x550.png.webp 768w, https:\/\/www.rzautoassembly.com\/wp-content\/smush-webp\/2025\/06\/HMS-\u7f51\u7edc-2025-\u5e74\u5ea6\u62a5\u544a-41-4-18x12.png.webp 18w, https:\/\/www.rzautoassembly.com\/wp-content\/smush-webp\/2025\/06\/HMS-\u7f51\u7edc-2025-\u5e74\u5ea6\u62a5\u544a-41-4.png.webp 1206w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>\u81ea\u52d5\u904b\u8ee2\u8eca\u304b\u3089\u30ed\u30dc\u30c3\u30c8\u7d44\u7acb\u30e9\u30a4\u30f3\u306b\u81f3\u308b\u307e\u3067\u3001\u7523\u696d\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u52d5\u4f5c\u4e88\u6e2c\u306e\u7cbe\u5ea6\u304c\u6975\u3081\u3066\u91cd\u8981\u3068\u306a\u308b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30df\u30e5\u30f3\u30d8\u30f3\u5de5\u79d1\u5927\u5b66\uff08TUM\uff09\u306e\u7814\u7a76\u8005\u305f\u3061\u306f\u753b\u671f\u7684\u306a\u767a\u898b\u3092\u3057\u307e\u3057\u305f\u3002\u4eba\u5de5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u8996\u899a\u7cfb\u767a\u9054\u521d\u671f\u306e\u751f\u7269\u5b66\u7684\u30c7\u30fc\u30bf\u3067\u8a13\u7df4\u3059\u308b\u3053\u3068\u3067\u3001\u512a\u308c\u305f\u4e88\u6e2c\u7cbe\u5ea6\u3092\u9054\u6210\u3067\u304d\u308b\u306e\u3067\u3059\u3002PLOS Computational Biology\u8a8c\u306b\u63b2\u8f09\u3055\u308c\u305f\u3053\u306e\u7814\u7a76\u306f\u3001\u795e\u7d4c\u79d1\u5b66\u3068AI\u3092\u878d\u5408\u3055\u305b\u3001\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u6a5f\u5668\u306e\u5b66\u7fd2\u65b9\u6cd5\u3092\u518d\u5b9a\u7fa9\u3057\u3001\u3088\u308a\u30b9\u30de\u30fc\u30c8\u3067\u9069\u5fdc\u6027\u306e\u9ad8\u3044\u7523\u696d\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u793a\u5506\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Biological_Pre-Training_A_Blueprint_for_AI_Efficiency\"><\/span><strong><b>\u751f\u7269\u5b66\u7684\u4e8b\u524d\u5b66\u7fd2\uff1aAI\u52b9\u7387\u5316\u306e\u305f\u3081\u306e\u9752\u5199\u771f<\/b><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u30de\u30a6\u30b9\u3001\u30cd\u30b3\u3001\u305d\u3057\u3066\u30d2\u30c8\u306e\u8996\u899a\u7cfb\u306f\u3001\u51fa\u751f\u524d\u304b\u3089\u300c\u7db2\u819c\u6ce2\u300d\u3068\u547c\u3070\u308c\u308b\u81ea\u767a\u7684\u306a\u795e\u7d4c\u6d3b\u52d5\u3092\u901a\u3057\u3066\u300c\u7df4\u7fd2\u300d\u3092\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u7db2\u819c\u6ce2\u3068\u306f\u3001\u5916\u90e8\u523a\u6fc0\u306a\u3057\u306b\u773c\u3068\u8133\u306e\u3064\u306a\u304c\u308a\u3092\u7e4b\u3050\u7db2\u819c\u5185\u306e\u6ce2\u306e\u3088\u3046\u306a\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3002TUM\u306e\u7814\u7a76\u8005\u305f\u3061\u306f\u3001\u3053\u306e\u751f\u7269\u5b66\u7684\u4e8b\u524d\u8a13\u7df4\u304cAI\u306e\u5b66\u7fd2\u52b9\u7387\u3092\u9ad8\u3081\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u4eee\u8aac\u3092\u7acb\u3066\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u7523\u696d\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u304c\u30bf\u30b9\u30af\u5b9f\u884c\u524d\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u4e8b\u524d\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u3067\u6069\u6075\u3092\u53d7\u3051\u308b\u306e\u3068\u540c\u69d8\u3067\u3059\u3002<\/p>\n<p>\u300c\u52d5\u4f5c\u4e88\u6e2c\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u5f93\u6765\u306eAI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u958b\u59cb\u3068\u540c\u6642\u306b\u59cb\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u751f\u7269\u304c\u300e\u76ee\u3092\u958b\u304f\u300f\u306e\u3068\u4f3c\u3066\u3044\u307e\u3059\u300d\u3068\u3001TUM\u306e\u8a08\u7b97\u795e\u7d4c\u79d1\u5b66\u6559\u6388\u3067\u3042\u308bJulijana Gjorgjieva\u6c0f\u306f\u8aac\u660e\u3057\u307e\u3059\u3002\u300c\u7db2\u819c\u6ce2\u3092\u6a21\u5023\u3057\u305f\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6bb5\u968e\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u751f\u7269\u30b7\u30b9\u30c6\u30e0\u306e\u3088\u3046\u306b\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u611f\u899a\u30c7\u30fc\u30bf\u3092\u89e3\u91c8\u3059\u308b\u305f\u3081\u306e\u57fa\u790e\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u52d5\u7684\u306a\u74b0\u5883\u306b\u304a\u3051\u308b\u77ac\u6642\u306e\u4e88\u6e2c\u304c\u4e0d\u53ef\u6b20\u306a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u300d<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Testing_Pre-Training_in_Industrial_Automation_Scenarios\"><\/span><strong><b>\u7523\u696d\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u30c6\u30b9\u30c8<\/b><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092 2 \u3064\u306e\u65b9\u6cd5\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3057\u305f\u3002<\/p>\n<ol>\n<li><b><\/b><strong><b>\u751f\u7269\u5b66\u306b\u30a4\u30f3\u30b9\u30d1\u30a4\u30a2\u3055\u308c\u305f\u30b0\u30eb\u30fc\u30d7<\/b><\/strong>: \u30de\u30a6\u30b9\u306e\u7db2\u819c\u6ce2\u30c7\u30fc\u30bf\u3067\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3001\u305d\u306e\u5f8c\u3001\u30d1\u30bf\u30fc\u30f3\u5316\u3055\u308c\u305f\u5eca\u4e0b\u3092\u79fb\u52d5\u3059\u308b\u30de\u30a6\u30b9\u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3 \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u5fae\u8abf\u6574\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n<li><b><\/b><strong><b>\u5bfe\u7167\u7fa4<\/b><\/strong>: \u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306a\u3057\u3067\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u307f\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3057\u305f\u3002<\/li>\n<\/ol>\n<p>\u8ab2\u984c\u306f\u3001\u300c\u30de\u30a6\u30b9\u300d\u306e\u52d5\u304d\u306b\u5fdc\u3058\u3066\u8996\u899a\u30d1\u30bf\u30fc\u30f3\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3002\u7db2\u819c\u6ce2\u3067\u4e8b\u524d\u5b66\u7fd2\u3057\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u7dcf\u5b66\u7fd2\u6642\u9593\u3092\u540c\u3058\u306b\u3057\u305f\u5834\u5408\u3067\u3082\u3001\u901f\u5ea6\u3068\u7cbe\u5ea6\u306b\u304a\u3044\u3066\u4ed6\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4e0a\u56de\u308a\u307e\u3057\u305f\u3002\u732b\u306e\u8996\u70b9\u304b\u3089\u306e\u4f4e\u54c1\u8cea\u3067\u8907\u96d1\u306a\u6620\u50cf\uff08\u79fb\u52d5\u30ed\u30dc\u30c3\u30c8\u306a\u3069\u306e\u81ea\u52d5\u5316\u6a5f\u5668\u306e\u8ab2\u984c\u3092\u53cd\u6620\u3057\u3066\u3044\u307e\u3059\uff09\u3092\u7528\u3044\u305f\u5b9f\u4e16\u754c\u30c6\u30b9\u30c8\u3067\u3082\u3001\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u518d\u3073\u512a\u308c\u305f\u7d50\u679c\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Implications_for_Automation_Equipment_and_Industry\"><\/span><strong><b>\u81ea\u52d5\u5316\u6a5f\u5668\u3068\u7523\u696d\u3078\u306e\u5f71\u97ff<\/b><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u3053\u306e\u7814\u7a76\u306f\u3001\u7523\u696d\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u6539\u826f\u306b\u304a\u3051\u308b\u751f\u7269\u5b66\u7684\u6a21\u5023\u306e\u53ef\u80fd\u6027\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/p>\n<ul>\n<li><b><\/b><strong><b>\u81ea\u52d5\u904b\u8ee2\u8eca<\/b><\/strong>: \u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e AI 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