{"id":10216,"date":"2019-04-01T08:00:44","date_gmt":"2019-03-31T23:00:44","guid":{"rendered":"https:\/\/academist-cf.com\/journal\/?p=10216"},"modified":"2019-04-02T19:18:58","modified_gmt":"2019-04-02T10:18:58","slug":"%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%ae%e9%96%a2%e6%95%b0%e3%80%8c%e3%83%9c%e3%83%ab%e3%83%84%e3%83%9e%e3%83%b3%e3%83%9e%e3%82%b7%e3%83%b3%e3%80%8d%e3%82%92%e7%94%a8%e3%81%84%e3%81%a6%e3%80%81","status":"publish","type":"post","link":"https:\/\/academist-cf.com\/journal\/?p=10216","title":{"rendered":"\u6a5f\u68b0\u5b66\u7fd2\u306e\u95a2\u6570\u300c\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\u300d\u3092\u7528\u3044\u3066\u3001\u91cf\u5b50\u591a\u4f53\u7cfb\u3068\u3044\u3046\u96e3\u554f\u306b\u6311\u3080"},"content":{"rendered":"

\u300c\u91cf\u5b50\u591a\u4f53\u7cfb\u300d\u3068\u306f\uff1f<\/h3>\n

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<\/div>\n

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\u3064\u307e\u308a\u3001\u91cf\u5b50\u72b6\u614b\u3092\u6709\u9650\u500b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3064\u4f55\u3089\u304b\u306e\u95a2\u6570\u5f62\u3067\u8868\u73fe\u3057\u3001\u305d\u3053\u304b\u3089\u865a\u6642\u9593\u767a\u5c55\u3092\u518d\u73fe\u3059\u308b\u3088\u3046\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6700\u9069\u5316\u3057\u3066\u3044\u304f\uff08\u5fae\u5c0f\u865a\u6642\u9593\u767a\u5c55\u306e\u5ea6\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u66f4\u65b0\u3055\u308c\u308b\uff09\u3068\u3001\u57fa\u5e95\u72b6\u614b\u3092\u8868\u3059\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u3057\u304b\u3057\u306a\u304c\u3089\u3001\u65e2\u5b58\u306e\u95a2\u6570\u5f62\u306f\u95a2\u6570\u8868\u73fe\u80fd\u529b\u306b\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u306b\u3001\u3053\u306e\u865a\u6642\u9593\u767a\u5c55\u3092\u53b3\u5bc6\u306b\u8ffd\u3046\u3053\u3068\u304c\u3067\u304d\u305a\u3001\u57fa\u5e95\u72b6\u614b\u3092\u8fd1\u4f3c\u7684\u306b\u3057\u304b\u8868\u73fe\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n

\u305d\u308c\u306b\u5bfe\u3057\u3066\u3001\u6df1\u5c64\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\u3092\u7528\u3044\u3066\u91cf\u5b50\u72b6\u614b\u3092\u8868\u73fe\u3059\u308b\u3068\u3001\u305d\u306e\u975e\u5e38\u306b\u9ad8\u3044\u95a2\u6570\u8868\u73fe\u80fd\u529b\u306e\u304a\u304b\u3052\u3067\u3001\u865a\u6642\u9593\u767a\u5c55\u3092\u53b3\u5bc6\u306b\u518d\u73fe\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n

\"\"
\u6df1\u5c64\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\u304c\u8868\u3059\u91cf\u5b50\u72b6\u614b\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u865a\u6642\u9593\u767a\u5c55
\u91cf\u5b50\u30b9\u30d4\u30f3\u304c\u4e92\u3044\u306b\u76f8\u4e92\u4f5c\u7528\u3057\u3042\u3046\u591a\u4f53\u7cfb\u306e\u91cf\u5b50\u72b6\u614b\u3092\u6df1\u5c64\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\uff08DBM: deep Boltzmann machine\uff09\u3092\u7528\u3044\u3066\u8868\u73fe\u3057\u305f\u3002\u5178\u578b\u7684\u306a\u91cf\u5b50\u529b\u5b66\u7684\u30b9\u30d4\u30f3\u6a21\u578b\u3067\u3042\u308b(a) 1\u6b21\u5143\u6a2a\u78c1\u5834\u30a4\u30b8\u30f3\u30b0\u6a21\u578b\u3001(b) 1\u6b21\u5143\u53cd\u5f37\u78c1\u6027\u30cf\u30a4\u30bc\u30f3\u30d9\u30eb\u30b0\u6a21\u578b\u306b\u5bfe\u3059\u308bDBM\u91cf\u5b50\u72b6\u614b\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u865a\u6642\u9593\u767a\u5c55\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u624b\u6cd5\u304c\u6b63\u3057\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u3001\u30b5\u30a4\u30ba\u306e\u5c0f\u3055\u3044\u7cfb\uff08\u305d\u308c\u305e\u308c20\u30b5\u30a4\u30c8\u300116\u30b5\u30a4\u30c8\uff09\u306b\u5bfe\u3057\u3066\u9069\u7528\u3057\u3001\u53b3\u5bc6\u5bfe\u89d2\u5316\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u305f\u53b3\u5bc6\u306a\u865a\u6642\u9593\u767a\u5c55\uff08\u5b9f\u7dda\uff09\u3068\u6bd4\u8f03\u3057\u3066\u3044\u308b\u3002\u5b9f\u969b\u306b\u306f\u3001\u53b3\u5bc6\u5bfe\u89d2\u5316\u304c\u9069\u7528\u4e0d\u53ef\u80fd\u306a\u5927\u304d\u306a\u7cfb\uff0840\uff5e50\u30b5\u30a4\u30c8\u4ee5\u4e0a\uff09\u306b\u5bfe\u3057\u3066\u3082\u3001\u6df1\u5c64\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\u306e\u624b\u6cd5\u306f\u9069\u7528\u53ef\u80fd\u3067\u3042\u308b\u3002<\/figcaption><\/figure>\n

\u3053\u306e\u3053\u3068\u306b\u3088\u308a\u3001\u6df1\u5c64\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\u306b\u3088\u3063\u3066\u57fa\u5e95\u72b6\u614b\u3092\u4efb\u610f\u306e\u7cbe\u5ea6\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n

\u8a00\u3044\u63db\u3048\u308c\u3070\u3001\u865a\u6642\u9593\u767a\u5c55\u3068\u3044\u3046\u30c4\u30fc\u30eb\u3092\u7528\u3044\u3066\u6df1\u5c64\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\u304c\u591a\u4f53\u6ce2\u52d5\u95a2\u6570\u3092\u5b66\u7fd2\u3057\u305f<\/strong>\u3068\u3044\u3048\u307e\u3059\u3002\u7cfb\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u306a\u3069\u306e\u7269\u7406\u7684\u306a\u6027\u8cea\u306f\u3001\u5f97\u3089\u308c\u305f\u6df1\u5c64\u30dc\u30eb\u30c4\u30de\u30f3\u30de\u30b7\u30f3\u72b6\u614b\u3092\u3082\u3068\u306b\u6570\u5024\u8a08\u7b97\u306b\u3088\u3063\u3066\u6c42\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u304a\u308f\u308a\u306b<\/h3>\n

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\u53c2\u8003\u6587\u732e<\/strong>
\nGiuseppe Carleo, Yusuke Nomura, and Masatoshi Imada, \u201cConstructing exact representations of quantum many-body systems with deep neural networks\u201d Nat. Commun.<\/em> 9<\/strong>, 5322 (2018)<\/p>\n

\u811a\u6ce8<\/strong>
\n1<\/a>.<\/span> \u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\uff1a\u7cfb\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u8868\u3059\u6f14\u7b97\u5b50\u3002\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3092\u884c\u5217\u8868\u793a\u3059\u308b\u3068\u3001\u305d\u306e\u884c\u5217\u306e\u30b5\u30a4\u30ba\u306f\u7cfb\u306e\u81ea\u7531\u5ea6\u306e\u6570\u306b\u5bfe\u3057\u3066\u6307\u6570\u95a2\u6570\u7684\u306b\u5927\u304d\u304f\u306a\u308b\u3002\u3053\u306e\u83ab\u5927\u306a\u30b5\u30a4\u30ba\u306e\u884c\u5217\u306e\u56fa\u6709\u30d9\u30af\u30c8\u30eb\u304c\u7cfb\u306e\u56fa\u6709\u72b6\u614b\u306b\u5bfe\u5fdc\u3057\u3001\u305d\u306e\u306a\u304b\u3067\u3082\u4e00\u756a\u30a8\u30cd\u30eb\u30ae\u30fc\u306e\u4f4e\u3044\u72b6\u614b\u3092\u57fa\u5e95\u72b6\u614b\u3068\u3044\u3046\u3002<\/p>\n

2<\/a>.<\/span> \u865a\u6642\u9593\u767a\u5c55\uff1a\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306b\u3088\u308b\u5b9f\u6642\u9593\u767a\u5c55\u306f\u3001\u5b9f\u6570\u306e\u6642\u9593t<\/em>\u306b\u5bfe\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u7cfb\u304c\u6642\u9593\u767a\u5c55\u3059\u308b\u304b\u3092\u8868\u3057\u3066\u3044\u308b\u304c\u3001\u865a\u6642\u9593\u767a\u5c55\u306f\u305d\u308c\u306b\u5bfe\u3057\u3066\u865a\u8ef8\u65b9\u5411\u306e\u201d\u6642\u9593\u201dit<\/em>\u3078\u7cfb\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u8868\u3059\u3002\u5b9f\u6642\u9593\u767a\u5c55\u304c\u7cfb\u306e\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u306b\u5bfe\u5fdc\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001\u865a\u6642\u9593\u767a\u5c55\u306f\u7cfb\u306e\u6e29\u5ea6\u306e\u4e0a\u4e0b\u306b\u5bfe\u5fdc\u3059\u308b\u3002\u865a\u8ef8\u306e\u6b63\u306e\u65b9\u5411\u306b\u865a\u6642\u9593\u767a\u5c55\u3059\u308b\u3068\u6709\u52b9\u7684\u306b\u7cfb\u306e\u6e29\u5ea6\u304c\u4f4e\u4e0b\u3057\u3066\u3044\u304f\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u57fa\u5e95\u72b6\u614b\u3092\u542b\u3080\u91cf\u5b50\u72b6\u614b\u304b\u3089\u865a\u6642\u9593\u767a\u5c55\u3059\u308b\u3068\u3001\u7cfb\u306e\u6e29\u5ea6\u306e\u4f4e\u4e0b\u306b\u4f34\u3044\u3001\u6700\u7d42\u7684\u306b\u7d76\u5bfe0\u5ea6\u3067\u4e00\u756a\u5b89\u5b9a\u306a\u57fa\u5e95\u72b6\u614b\u306e\u307f\u306e\u6210\u5206\u3060\u3051\u53d6\u308a\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u300c\u91cf\u5b50\u591a\u4f53\u7cfb\u300d\u3068\u306f\uff1f \u91cf\u5b50\u529b\u5b66\u306e\u6027\u8cea\u306b\u5f93\u3046\u591a\u6570\u306e\u5c0f\u3055\u306a\u7c92\u5b50\u304c\u76f8\u4e92\u4f5c\u7528\u3057\u3042\u3046\u7cfb\u3092\u300c\u91cf\u5b50\u591a\u4f53\u7cfb\u300d\u3068\u547c\u3073\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u91d1\u5c5e\u3092\u51b7\u3084\u3057\u3066\u3044\u3063\u305f\u3068\u304d\u306b\u96fb\u6c17\u62b5\u6297\u304c0\u306b\u306a\u308b\u8d85\u4f1d\u5c0e\u73fe\u8c61\u3084\u3001\u78c1\u77f3\u306e\u6027\u8cea\u3092\u751f\u307f\u51fa\u3059\u78c1\u6027\u306e\u73fe […]<\/p>\n","protected":false},"author":381,"featured_media":10213,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[3],"tags":[90,14,154,103],"class_list":["post-10216","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-outcome","tag-90","tag-physics","tag-154","tag-103","has_thumb"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/posts\/10216","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/users\/381"}],"replies":[{"embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10216"}],"version-history":[{"count":11,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/posts\/10216\/revisions"}],"predecessor-version":[{"id":10458,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/posts\/10216\/revisions\/10458"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/media\/10213"}],"wp:attachment":[{"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10216"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10216"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10216"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}