{"id":615,"date":"2021-06-15T23:11:44","date_gmt":"2021-06-15T14:11:44","guid":{"rendered":"http:\/\/bic.lab.uec.ac.jp\/?page_id=615"},"modified":"2021-10-19T17:10:13","modified_gmt":"2021-10-19T08:10:13","slug":"cla","status":"publish","type":"page","link":"https:\/\/nic.lab.uec.ac.jp\/index.php\/cla\/","title":{"rendered":"\u5927\u8133\u65b0\u76ae\u8cea\u5b66\u7fd2"},"content":{"rendered":"\n<p class=\"has-text-align-right wp-block-paragraph\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff1a\u85e4\u91ce \u548c\u5fd7<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6982\u8981<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-neve-link-hover-color-background-color has-neve-link-hover-color-color is-style-wide\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u8fd1\u306e\u4eba\u5de5\u77e5\u80fd\u7814\u7a76\u306e\u30d6\u30fc\u30e0\u3092\u3051\u3093\u5f15\u3057\u3066\u3044\u308b\u306e\u306f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3059\uff0e\u7279\u306b\u8b58\u5225\u306b\u95a2\u3059\u308b\u6027\u80fd\u304c\u6210\u719f\u5316\u3057\u307e\u3057\u305f\uff0e\u305f\u3060\uff0c\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u306f\uff0c\u81a8\u5927\u306a\u8a08\u7b97\u304c\u5fc5\u8981\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6700\u9069\u5316\u3092\u8981\u3057\u305f\u308a\uff0c\u81a8\u5927\u306a\u5165\u529b\u30c7\u30fc\u30bf\u3092\u8981\u3059\u308b\u70b9\u304c\u8133\u3068\u4e56\u96e2\u3059\u308b\u3068\u3044\u3046\u6307\u6458\u304c\u3042\u308a\u307e\u3059\uff0e\u6211\u3005\u306b\u306f\uff0c\u6b21\u4e16\u4ee3\u306e\u6280\u8853\u57fa\u76e4\u3092\u4f5c\u308a\u305f\u3044\u3068\u3044\u3046\u601d\u3044\u304c\u3042\u308a\u307e\u3059\uff0e\u4eba\u9593\u306e\u8133\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306f\uff0c\u5927\u8133\u65b0\u76ae\u8cea\u306b\u3042\u308b\u3068\u3044\u308f\u308c\u3066\u304a\u308a\uff0c\u305d\u306e\u672c\u8cea\u306f\u4e88\u6e2c\u306b\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\uff0e\u6211\u3005\u306f\u4e88\u6e2c\u77e5\u80fd\u306e\u5b9f\u73fe\u306b\u5411\u3051\u305f\u7814\u7a76\u3092\u3057\u3066\u3044\u307e\u3059\uff0e<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u8133\u65b0\u76ae\u8cea\u5b66\u7fd2<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-neve-link-hover-color-background-color has-neve-link-hover-color-color is-style-wide\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><br>\u8133\u6a5f\u80fd\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3066\u5229\u7528\u3059\u308b\u7814\u7a76\u306f\u591a\u7a2e\u591a\u69d8\u3067\uff0c\u7c21\u7d20\u306a\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u3082\u306e\u304b\u3089\uff0c\u7cbe\u7dfb\u306a\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u3082\u306e\u307e\u3067\u3042\u308a\u307e\u3059\uff0e\u305d\u306e\u4e2d\u3067\uff0c\u6211\u3005\u306fJ. Hawkins\u3089\u306b\u3088\u3063\u3066\u63d0\u5531\u3055\u308c\u305f\u968e\u5c64\u6642\u9593\u8a18\u61b6(Hierarchical temporal memory, HTM)\u306e\u6982\u5ff5\u306b\u6ce8\u76ee\u3057\uff0c\u305d\u308c\u3092\u5177\u73fe\u5316\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u3072\u3068\u3064\u3067\u3042\u308b\u5927\u8133\u65b0\u76ae\u8cea\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0(Cortical Learning Algorithm, CLA)\u306e\u7814\u7a76\u3092\u3057\u3066\u3044\u307e\u3059\uff0e<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CLA\u306f\uff0c\u4eba\u9593\u306e\u5927\u8133\u65b0\u76ae\u8cea\u306e\u4ed5\u7d44\u307f\u3092\u6a21\u5023\u3057\u305f\u6642\u7cfb\u5217\u4e88\u6e2c\u6cd5\u3067\u3042\u308a\uff0c\u7570\u5e38\u691c\u77e5\u306b\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\uff0e\u5165\u529b\u30c7\u30fc\u30bf\u3092\u96e2\u6563\u8868\u73fe\u306b\u3057\u3066\u53d6\u308a\u6271\u3046\u3053\u3068\uff0c\u30b7\u30ca\u30d7\u30b9\u3092\u7c21\u7d20\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u69cb\u7bc9\u3059\u308b\u3068\u3053\u308d\u306b\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\uff0e\u4ee5\u4e0b\uff0c\u7c21\u5358\u306bCLA\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\uff0e<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u69cb\u6210<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><br>CLA\u306e\u5b66\u7fd2\u5668\u306e\u69cb\u6210\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\uff0eCLA \u306e\u5b66\u7fd2\u5668\u5168\u4f53\u3092\u30ea\u30fc\u30b8\u30e7\u30f3\u3068\u547c\u3073\u307e\u3059\uff0e\u30ea\u30fc\u30b8\u30e7\u30f3\u5185\u306b\u306f\uff0c\u8907\u6570\u306e\u30ab\u30e9\u30e0\u3092\u7528\u610f\u3057\u307e\u3059\uff0e\u305d\u308c\u305e\u308c\u306e\u30ab\u30e9\u30e0\u5185\u306b\u306f\uff0c\u8907\u6570\u306e\u30bb\u30eb\u3092\u7528\u610f\u3057\u307e\u3059\uff0e\u5165\u529b\u30c7\u30fc\u30bf\u306f\u30d0\u30a4\u30ca\u30ea\u30d3\u30c3\u30c8\u5217\u3067\u8868\u73fe\u3057\uff0c\u5404\u30d3\u30c3\u30c8\u3068\u30ab\u30e9\u30e0\u306e\u9593\u306b\u30b7\u30ca\u30d7\u30b9\u3092\u914d\u7f6e\u3057\u307e\u3059\uff0e\u307e\u305f\uff0c\u30bb\u30eb\u3068\u30bb\u30eb\u306e\u9593\u306b\u3082\u30b7\u30ca\u30d7\u30b9\u3092\u914d\u7f6e\u3057\u307e\u3059\uff0e<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/cla1.png\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ab\u30e9\u30e0\u306f\uff0c\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u5668\u5185\u306e\u5185\u90e8\u8868\u73fe\u306b\u3059\u308b\u305f\u3081\u306b\u4f7f\u308f\u308c\u307e\u3059\uff0e<br>\u30bb\u30eb\u306f\uff0c\u5165\u529b\u30c7\u30fc\u30bf\u306e\u6642\u7cfb\u5217\u3092\u5185\u90e8\u8868\u73fe\u3059\u308b\u305f\u3081\u306b\u4f7f\u308f\u308c\u307e\u3059\uff0e<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7a7a\u9593\u30d7\u30fc\u30ea\u30f3\u30b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30d3\u30c3\u30c8\uff11\u3068\u30b7\u30ca\u30d7\u30b9\u63a5\u7d9a\u306e\u3042\u308b\u30ab\u30e9\u30e0\u3092\u6d3b\u6027\u3055\u305b\uff0c\u5165\u529b\u30c7\u30fc\u30bf\u3092\u30ab\u30e9\u30e0\u306e\u6d3b\u6027\u30d1\u30bf\u30fc\u30f3\u3067\u5185\u90e8\u8868\u73fe\u306b\u3057\u307e\u3059\uff0e\u6d3b\u6027\u306b\u8ca2\u732e\u3057\u305f\u30b7\u30ca\u30d7\u30b9\u306f\u5f37\u5ea6\u3092\u9ad8\u3081\u307e\u3059\uff0e\u3053\u306e\u51e6\u7406\u3092\u7a7a\u9593\u30d7\u30fc\u30ea\u30f3\u30b0\u3068\u3044\u3044\u307e\u3059\uff0e<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/cla2.png\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u6642\u9593\u30d7\u30fc\u30ea\u30f3\u30b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><br>\u7a7a\u9593\u30d7\u30fc\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066\uff0c\u540c\u3058\u30c7\u30fc\u30bf\u304c\u5165\u529b\u3055\u308c\u308c\u3070\u540c\u3058\u30ab\u30e9\u30e0\u304c\u6d3b\u6027\u3059\u308b\u306e\u3067\u3059\u304c\uff0c<br>\u51fa\u73fe\u3059\u308b\u6587\u8108\u306e\u9055\u3044\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b\uff0c\u305d\u306e\u30ab\u30e9\u30e0\u5185\u30bb\u30eb\u3092\u3072\u3068\u3064\u305a\u3064\u6d3b\u6027\u3055\u305b\u3066\uff0c\u6587\u8108\u3092\u8868\u73fe\u3057\u307e\u3059\uff0e<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/cla3.png\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\uff0c\u4e88\u6e2c\u3082\u30bb\u30eb\u306b\u3088\u3063\u3066\u884c\u3044\u307e\u3059\uff0e<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/cla4.png\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u5834\u5408\uff0c\u6b21\u72b6\u614b\u3067\u3053\u308c\u3089\u306e\u30ab\u30e9\u30e0\u304c\u6d3b\u6027\u3059\u308b\u3068\u4e88\u6e2c\u6210\u529f\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\uff0e<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/cla5.png\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9f\u9a13\u7d50\u679c<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-neve-link-hover-color-background-color has-neve-link-hover-color-color is-style-wide\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u9a13\u7d50\u679c\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff0e\u30ab\u30e9\u30e0\u6570\u306f\uff0c2048\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u305f\uff0e1\u3064\u306e\u30ab\u30e9\u30e0\u304a\u3051\u308b\u30bb\u30eb\u6570\u306f\uff0c32\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u305f\uff0e421\u30d3\u30c3\u30c8\u306e\u5165\u529b\u30c7\u30fc\u30bf\u30d3\u30c3\u30c8\u306b\u3057\u307e\u3057\u305f\uff0e<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"> \u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u306e\u96fb\u529b\u6d88\u8cbb\u91cf\u4e88\u6e2c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u306e\u96fb\u529b\u6d88\u8cbb\u91cf\u3092\u4e88\u6e2c\u3059\u308b\u7d50\u679c\u3092\u793a\u3057\u307e\u3059\uff0e<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"has-text-align-left wp-block-heading\">\u5e8f\u76e4<\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/elec_beginning_learn3.gif\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/elec_beginning_learn3.gif\" alt=\"\"\/><\/a><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"has-text-align-left wp-block-heading\"> \u7d42\u76e4 <\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/elec_ending_learn3.gif\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/elec_ending_learn3.gif\" alt=\"\"\/><\/a><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\"> \u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u306e\u30bf\u30af\u30b7\u30fc\u9700\u8981\u4e88\u6e2c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u306e\u96fb\u529b\u6d88\u8cbb\u91cf\u3092\u4e88\u6e2c\u3059\u308b\u7d50\u679c\u3092\u793a\u3057\u307e\u3059\uff0e<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"has-text-align-left wp-block-heading\">\u5e8f\u76e4<\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/taxi_beginning_learn.gif\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/taxi_beginning_learn.gif\" alt=\"\"\/><\/a><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h4 class=\"has-text-align-left wp-block-heading\"> \u7d42\u76e4 <\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/taxi_ending_learn.gif\"><img decoding=\"async\" src=\"https:\/\/nic.lab.uec.ac.jp\/wp-content\/uploads\/2021\/06\/taxi_ending_learn.gif\" alt=\"\"\/><\/a><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-neve-link-hover-color-background-color has-neve-link-hover-color-color is-style-wide\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u3005\u304c\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u968e\u5c64\u6642\u9593\u8a18\u61b6\u3068\u5927\u8133\u65b0\u76ae\u8cea\u5b66\u7fd2\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\uff0e\u8a73\u7d30\u306f\uff0c\u4e0b\u8a18\u6587\u732e\u3092\u53c2\u7167\u3055\u308c\u308b\u306e\u304c\u826f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e\u4eca\u56de\u7d39\u4ecb\u3057\u305f\u306e\u306f\u57fa\u790e\u3067\u3042\u308a\uff0c\u7279\u306b\u6211\u3005\u306f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6539\u826f\u3068\uff0c\u4e88\u6e2c\u306e\u9069\u7528\u53ef\u80fd\u7bc4\u56f2\u306e\u62e1\u5927\u306e\u305f\u3081\u306e\u7814\u7a76\u3092\u3057\u3066\u3044\u307e\u3059\uff0e<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>J. Hawkins, S. Blakeslee: On Intelligence: How a New Understanding of the Brain Will Lead to the Creation of Truly Intelligent Machines, Times Books, 2005.<\/li><li>Hierarchical Temporal Memory (HTM) Whitepaper, https:\/\/numenta.com\/neuroscience-research\/research-publications\/papers\/hierarchical-temporal-memory-white-paper\/<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\uff1a\u85e4\u91ce \u548c\u5fd7 \u6982\u8981 \u6700\u8fd1\u306e\u4eba\u5de5\u77e5\u80fd\u7814\u7a76\u306e\u30d6\u30fc\u30e0\u3092\u3051\u3093\u5f15\u3057\u3066\u3044\u308b\u306e\u306f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3059\uff0e\u7279\u306b\u8b58\u5225\u306b\u95a2\u3059\u308b\u6027\u80fd\u304c\u6210\u719f\u5316\u3057\u307e\u3057\u305f\uff0e\u305f\u3060\uff0c\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u306f\uff0c\u81a8\u5927\u306a\u8a08\u7b97\u304c\u5fc5\u8981\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6700\u9069\u5316\u3092\u8981&hellip;&nbsp;<a href=\"https:\/\/nic.lab.uec.ac.jp\/index.php\/cla\/\" rel=\"bookmark\">\u7d9a\u304d\u3092\u8aad\u3080 &raquo;<span class=\"screen-reader-text\">\u5927\u8133\u65b0\u76ae\u8cea\u5b66\u7fd2<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_crdt_document":"","neve_meta_sidebar":"full-width","neve_meta_container":"","neve_meta_enable_content_width":"on","neve_meta_content_width":100,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-615","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/nic.lab.uec.ac.jp\/index.php\/wp-json\/wp\/v2\/pages\/615","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nic.lab.uec.ac.jp\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/nic.lab.uec.ac.jp\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/nic.lab.uec.ac.jp\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nic.lab.uec.ac.jp\/index.php\/wp-json\/wp\/v2\/comments?post=615"}],"version-history":[{"count":21,"href":"https:\/\/nic.lab.uec.ac.jp\/index.php\/wp-json\/wp\/v2\/pages\/615\/revisions"}],"predecessor-version":[{"id":1049,"href":"https:\/\/nic.lab.uec.ac.jp\/index.php\/wp-json\/wp\/v2\/pages\/615\/revisions\/1049"}],"wp:attachment":[{"href":"https:\/\/nic.lab.uec.ac.jp\/index.php\/wp-json\/wp\/v2\/media?parent=615"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}