{"id":774,"date":"2026-10-08T18:00:00","date_gmt":"2026-10-08T09:00:00","guid":{"rendered":"https:\/\/quantumsea.net\/?p=774"},"modified":"2026-10-08T05:26:22","modified_gmt":"2026-10-07T20:26:22","slug":"qs-ocp-apac-e3676c3100","status":"publish","type":"post","link":"https:\/\/quantumsea.net\/?p=774","title":{"rendered":"SRAM\u306e\u4e2d\u3067AI\u3092\u8a08\u7b97\u3059\u308b\u3001\u30a2\u30ca\u30ed\u30b0IMC\u304c\u6e1b\u3089\u3059\u30c7\u30fc\u30bf\u79fb\u52d5\u3068\u6b8b\u308b\u8aa4\u5dee"},"content":{"rendered":"<p>AI\u306e\u8a08\u7b97\u3067\u306f\u3001\u639b\u3051\u7b97\u3084\u8db3\u3057\u7b97\u3092\u901f\u304f\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8a08\u7b97\u306b\u4f7f\u3046\u5024\u3092\u30e1\u30e2\u30ea\u30fc\u304b\u3089\u904b\u3076\u6642\u9593\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u3082\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u5024\u3092\u4fdd\u5b58\u3059\u308b\u5834\u6240\u306b\u8a08\u7b97\u306e\u4e00\u90e8\u3092\u8fd1\u3065\u3051\u308b\u306e\u304c\u3001\u30a4\u30f3\u30e1\u30e2\u30ea\u30fc\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08IMC\uff09\u3067\u3059\u3002<\/p>\n<p>\u56fd\u7acb\u967d\u660e\u4ea4\u901a\u5927\u5b66\uff08NYCU\uff09\u306eTuo-Hung\uff08Alex\uff09Hou\u6c0f\u306f\u3001OCP APAC 2026\u306e\u8b1b\u6f14\u3067\u3001\u30e1\u30e2\u30ea\u30fc\u3092\u9ad8\u5bc6\u5ea6\u5316\u3059\u308b\u6280\u8853\u3068\u3001\u30e1\u30e2\u30ea\u30fc\u306e\u4e2d\u3067\u8a08\u7b97\u3059\u308b\u6280\u8853\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u306e\u4e2d\u306e\u30a2\u30ca\u30ed\u30b0IMC\u306b\u6ce8\u76ee\u3057\u307e\u3059\u3002SRAM\u306b\u4fdd\u5b58\u3057\u305f\u91cd\u307f\u3092\u4f7f\u3063\u3066\u4e26\u5217\u306b\u8a08\u7b97\u3059\u308b\u7814\u7a76\u304b\u3089\u3001\u30c7\u30fc\u30bf\u79fb\u52d5\u3092\u6e1b\u3089\u305b\u308b\u7406\u7531\u3068\u3001\u56de\u8def\u306e\u3070\u3089\u3064\u304d\u304c\u65b0\u305f\u306a\u8ab2\u984c\u306b\u306a\u308b\u7406\u7531\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002<sup class=\"source-note\"><a href=\"#ref-1\">\uff3b1\uff3d<\/a><\/sup><\/p>\n<section class=\"influvetor-quick-summary\" aria-label=\"\u7c21\u5358\u306b\u307e\u3068\u3081\u308b\u3068\uff1f\">\n<p><strong>\u7c21\u5358\u306b\u307e\u3068\u3081\u308b\u3068\uff1f<\/strong><\/p>\n<ul>\n<li>\u904b\u3076\u30c7\u30fc\u30bf\u91cf\u306b\u5bfe\u3057\u3066\u8a08\u7b97\u304c\u5c11\u306a\u3044\u51e6\u7406\u3067\u306f\u3001\u8a08\u7b97\u5668\u3088\u308a\u30e1\u30e2\u30ea\u30fc\u3068\u306e\u3084\u308a\u53d6\u308a\u304c\u6027\u80fd\u3092\u5236\u7d04\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>\u30a2\u30ca\u30ed\u30b0IMC\u306f\u3001\u30e1\u30e2\u30ea\u30fc\u306b\u4fdd\u5b58\u3057\u305f\u91cd\u307f\u3068\u96fb\u6d41\u306a\u3069\u306e\u7269\u7406\u91cf\u3092\u4f7f\u3044\u3001\u639b\u3051\u7b97\u3068\u8db3\u3057\u7b97\u3092\u307e\u3068\u3081\u3066\u9032\u3081\u307e\u3059\u3002<\/li>\n<li>\u7d39\u4ecb\u3055\u308c\u305f512kb\u306eSRAM\u30de\u30af\u30ed\u306f\u4e09\u5024\u306e\u91cd\u307f\u3092\u4f7f\u3046CNN\u5411\u3051\u306e\u7814\u7a76\u3067\u3001\u30b5\u30fc\u30d0\u30fc\u5168\u4f53\u3084\u4efb\u610f\u306eAI\u30e2\u30c7\u30eb\u306e\u52b9\u7387\u3092\u793a\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n<li>\u56de\u8def\u306e\u3070\u3089\u3064\u304d\u3084\u6570\u5024\u306e\u4e38\u3081\u65b9\u3092\u542b\u3081\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u4e00\u7dd2\u306b\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/section>\n<h2>\u8a08\u7b97\u91cf\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u3092\u4f55\u5ea6\u4f7f\u3048\u308b\u304b\u3092\u898b\u308b<\/h2>\n<p>\u30e1\u30e2\u30ea\u30fc\u304b\u3089\u53d6\u308a\u51fa\u3057\u305f\u5024\u3092\u3001\u4f55\u5ea6\u3082\u8a08\u7b97\u306b\u4f7f\u3048\u308b\u51e6\u7406\u3068\u3001\u4e00\u5ea6\u4f7f\u3063\u3066\u6b21\u306e\u5024\u3092\u53d6\u308a\u306b\u884c\u304f\u51e6\u7406\u3067\u306f\u3001\u5fc5\u8981\u306a\u4ed5\u7d44\u307f\u304c\u9055\u3044\u307e\u3059\u3002\u3053\u306e\u9055\u3044\u3092\u898b\u308b\u76ee\u5b89\u304c\u300c\u6f14\u7b97\u5f37\u5ea6\u300d\u3067\u3059\u3002\u8b1b\u6f14\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u4f55\u30d0\u30a4\u30c8\u8ee2\u9001\u3059\u308b\u9593\u306b\u4f55\u56de\u306e\u6d6e\u52d5\u5c0f\u6570\u70b9\u6f14\u7b97\u3092\u884c\u3046\u304b\u3001\u3068\u3044\u3046\u6bd4\u7387\u3067\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<sup class=\"source-note\"><a href=\"#ref-1\">\uff3b1\uff3d<\/a><\/sup><\/p>\n<p>\u6f14\u7b97\u5f37\u5ea6\u304c\u4f4e\u3044\u3068\u3001\u8a08\u7b97\u5668\u304c\u901f\u304f\u3066\u3082\u3001\u5024\u304c\u5c4a\u304f\u306e\u3092\u5f85\u3061\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u53cd\u5bfe\u306b\u3001\u53d6\u308a\u51fa\u3057\u305f\u5024\u3092\u591a\u304f\u306e\u8a08\u7b97\u306b\u4f7f\u3044\u56de\u305b\u308c\u3070\u3001\u8a08\u7b97\u5668\u306e\u80fd\u529b\u304c\u5236\u7d04\u306b\u306a\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u8b1b\u6f14\u306e\u30eb\u30fc\u30d5\u30e9\u30a4\u30f3\u30e2\u30c7\u30eb\u306f\u3001\u6f14\u7b97\u5668\u306e\u4e0a\u9650\u3068\u3001\u30e1\u30e2\u30ea\u30fc\u5e2f\u57df\u306b\u6f14\u7b97\u5f37\u5ea6\u3092\u639b\u3051\u305f\u4e0a\u9650\u306e\u3046\u3061\u3001\u4f4e\u3044\u65b9\u3067\u6027\u80fd\u304c\u5236\u7d04\u3055\u308c\u308b\u3068\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u306b\u6319\u3052\u3089\u308c\u308b\u306e\u306f\u3001\u884c\u5217\u540c\u58eb\u3092\u639b\u3051\u308bGEMM\u3068\u3001\u884c\u5217\u3068\u30d9\u30af\u30c8\u30eb\u3092\u639b\u3051\u308bGEMV\u3067\u3059\u3002\u524d\u8005\u306f\u5024\u3092\u518d\u5229\u7528\u3057\u3084\u3059\u304f\u3001\u5f8c\u8005\u306f\u8a08\u7b97\u306b\u5bfe\u3057\u3066\u904b\u3076\u91cd\u307f\u304c\u591a\u304f\u306a\u308a\u3084\u3059\u3044\u3001\u3068\u3044\u3046\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002LLM\u3067\u3082\u3001\u5165\u529b\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u30d7\u30ea\u30d5\u30a3\u30eb\u3068\u3001\u6b21\u306e\u30c8\u30fc\u30af\u30f3\u3092\u751f\u6210\u3057\u3066\u3044\u304f\u51e6\u7406\u3067\u306f\u3001\u8a08\u7b97\u3068\u8ee2\u9001\u306e\u91e3\u308a\u5408\u3044\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u6f14\u7b97\u306e\u540d\u524d\u3060\u3051\u3067\u5b9f\u969b\u306e\u5f8b\u901f\u306f\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002\u884c\u5217\u306e\u5927\u304d\u3055\u3001\u6570\u5024\u306e\u7cbe\u5ea6\u3001\u540c\u6642\u306b\u51e6\u7406\u3059\u308b\u4ef6\u6570\u3001\u3069\u3053\u306b\u5024\u304c\u4fdd\u6301\u3055\u308c\u3066\u3044\u308b\u304b\u3067\u518d\u5229\u7528\u306e\u7a0b\u5ea6\u306f\u5909\u308f\u308a\u307e\u3059\u3002IMC\u3092\u8003\u3048\u308b\u5165\u53e3\u306f\u3001\u300cAI\u3060\u304b\u3089\u6709\u52b9\u300d\u3068\u6c7a\u3081\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u5bfe\u8c61\u306e\u51e6\u7406\u3067\u3069\u306e\u30c7\u30fc\u30bf\u79fb\u52d5\u304c\u8ca0\u62c5\u306a\u306e\u304b\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<h2>SRAM\u306b\u4fdd\u5b58\u3057\u305f\u91cd\u307f\u3092\u3001\u305d\u306e\u5834\u306e\u8a08\u7b97\u306b\u4f7f\u3046<\/h2>\n<p>IMC\u306e\u3046\u3061\u3001\u30a2\u30ca\u30ed\u30b0IMC\u306f\u96fb\u6d41\u306a\u3069\u306e\u9023\u7d9a\u7684\u306a\u7269\u7406\u91cf\u3092\u8a08\u7b97\u306b\u4f7f\u3044\u307e\u3059\u3002AI\u3067\u7e70\u308a\u8fd4\u3057\u73fe\u308c\u308b\u7a4d\u548c\u6f14\u7b97\u3001\u3064\u307e\u308a\u5165\u529b\u3068\u91cd\u307f\u3092\u639b\u3051\u3066\u3001\u305d\u306e\u7d50\u679c\u3092\u8db3\u3057\u5408\u308f\u305b\u308b\u51e6\u7406\u3092\u3001\u30e1\u30e2\u30ea\u30fc\u306e\u914d\u5217\u3067\u4e26\u5217\u306b\u9032\u3081\u308b\u8003\u3048\u65b9\u3067\u3059\u3002<sup class=\"source-note\"><a href=\"#ref-1\">\uff3b1\uff3d<\/a><\/sup><\/p>\n<p>\u8b1b\u6f14\u306f\u3001\u305d\u306e\u5177\u4f53\u4f8b\u3068\u3057\u3066\u3001ITRI\u3068NYCU\u306a\u3069\u306e\u7814\u7a76\u8005\u306b\u3088\u308b2021\u5e74\u306eSRAM\u5185\u6f14\u7b97\u56de\u8def\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002SRAM\u306f\u3001\u96fb\u6e90\u304c\u5165\u3063\u3066\u3044\u308b\u9593\u3001\u56de\u8def\u306e\u72b6\u614b\u3068\u3057\u3066\u5024\u3092\u4fdd\u6301\u3059\u308b\u30e1\u30e2\u30ea\u30fc\u3067\u3059\u3002\u3053\u306e\u7814\u7a76\u3067\u306f512kb\u306eSRAM\u30de\u30af\u30ed\u3001\u3059\u306a\u308f\u3061\u30c1\u30c3\u30d7\u5185\u3067\u3072\u3068\u307e\u3068\u307e\u308a\u306b\u306a\u3063\u305f\u30e1\u30e2\u30ea\u30fc\u56de\u8def\u3092\u7528\u3044\u3001\u4e09\u5024\u306e\u91cd\u307f\u3092\u4f7f\u3046\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09\u3092\u5bfe\u8c61\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u4e09\u5024\u306f\u91cd\u307f\u3092\u4e09\u3064\u306e\u5024\u306b\u7d5e\u308b\u8868\u73fe\u3067\u3001\u4efb\u610f\u306e\u6d6e\u52d5\u5c0f\u6570\u70b9\u6570\u3092\u305d\u306e\u307e\u307e\u6271\u3046\u65b9\u5f0f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<sup class=\"source-note\"><a href=\"#ref-1\">\uff3b1\uff3d<\/a><\/sup><sup class=\"source-note\"><a href=\"#ref-2\">\uff3b2\uff3d<\/a><\/sup><\/p>\n<p>\u6b21\u306e\u56f3\u3067\u306f\u3001\u4fdd\u5b58\u3057\u305f\u91cd\u307f\u3092\u8868\u3059W<sub>P<\/sub>\u3068W<sub>N<\/sub>\u3001\u5165\u529bDIN\u3001\u96fb\u6d41I<sub>P<\/sub>\u3068I<sub>N<\/sub>\u3001\u305d\u3057\u3066\u4e8c\u3064\u306e\u96fb\u6d41\u3092\u6bd4\u8f03\u3059\u308bCSA\u304c\u4e00\u3064\u306e\u56de\u8def\u3068\u3057\u3066\u63cf\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u4e0b\u90e8\u306e\u300cI<sub>P<\/sub> &gt; I<sub>N<\/sub> = 1\u300d\u306f\u3001\u6bd4\u8f03\u7d50\u679c\u3092\u4e8c\u5024\u306e\u51fa\u529b\u306b\u5909\u3048\u308b\u52d5\u4f5c\u3092\u793a\u3057\u307e\u3059\u3002\u91cd\u307f\u3092\u5916\u306e\u6f14\u7b97\u5668\u3078\u4e00\u3064\u305a\u3064\u53d6\u308a\u51fa\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u4fdd\u5b58\u5834\u6240\u306b\u3042\u308b\u56de\u8def\u306e\u5fdc\u7b54\u3092\u4f7f\u3046\u70b9\u304c\u3001\u30c7\u30fc\u30bf\u79fb\u52d5\u3092\u6e1b\u3089\u3059\u4ed5\u7d44\u307f\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<figure class=\"source-figure\">\n<a href=\"https:\/\/quantumsea.net\/wp-content\/uploads\/2026\/10\/qs-ocp-apac-e3676c3100-source-figure-01.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/quantumsea.net\/wp-content\/uploads\/2026\/10\/qs-ocp-apac-e3676c3100-source-figure-01.png\" width=\"1800\" height=\"1014\" style=\"width:100%;max-width:1800px;height:auto;display:block;\" alt=\"Hou\u6c0f\u306e\u8b1b\u6f1430\u30da\u30fc\u30b8\u3002\u4e09\u5024\u306e\u91cd\u307f\u3092\u6271\u3046SRAM\u56de\u8def\u306b\u5165\u529bDIN\u3092\u4e0e\u3048\u3001\u9752\u3068\u7dd1\u3067\u793a\u3057\u305f\u96fb\u6d41IP\u3068IN\u3092\u4e0b\u90e8\u306eCSA\u3067\u6bd4\u8f03\u3059\u308b\u3002\u53f3\u5074\u306b\u4e09\u5024\u91cd\u307f\u3001\u30b5\u30d6\u30b9\u30ec\u30c3\u30b7\u30e7\u30eb\u30c9\u52d5\u4f5c\u3001\u96fb\u6d41\u578b\u30bb\u30f3\u30b9\u30a2\u30f3\u30d7\u3001\u4e26\u5217\u8a08\u7b97\u306e\u8a2d\u8a08\u4e0a\u306e\u72d9\u3044\u304c\u4e26\u3076\u3002\"><\/a><figcaption>\u56f31\uff1aSRAM\u5185\u6f14\u7b97\u3067\u3001\u91cd\u307f\u306e\u4fdd\u5b58\u3001\u96fb\u6d41\u306b\u3088\u308b\u8a08\u7b97\u3001\u4e8c\u5024\u51fa\u529b\u3092\u7d50\u3073\u4ed8\u3051\u308b\u56de\u8def\u3002Tuo-Hung\uff08Alex\uff09Hou\uff08NYCU\uff09, \u201cIntelligent Memory: The Green Evolution of Silicon\u201d, OCP APAC 2026, p.30\u3088\u308a\u5f15\u7528\u3002\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u7814\u7a76\u306fChih-Sheng Lin\u307b\u304b\u3001A-SSCC 2021\uff3b2\uff3d\u3002<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/bw5u12nrp6a2215zl76j4\/Intelligent-Memory-The-Green-Evolution-of-Silicon.pdf?dl=1&amp;rlkey=79w4fc08i6l19v7wugq6eam74\">\u539f\u8cc7\u6599<\/a>\uff0f<a href=\"https:\/\/quantumsea.net\/wp-content\/uploads\/2026\/10\/qs-ocp-apac-e3676c3100-source-figure-01.png\">\u56f3\u3092\u62e1\u5927\u3059\u308b<\/a><\/figcaption><\/figure>\n<p>\u56f3\u306e\u53f3\u5074\u306f\u3001\u4e09\u5024\u306e\u91cd\u307f\u3078\u306e\u5272\u5f53\u3066\u3001\u5f31\u3044\u96fb\u6d41\u3092\u4f7f\u3046\u30b5\u30d6\u30b9\u30ec\u30c3\u30b7\u30e7\u30eb\u30c9\u52d5\u4f5c\u3001\u96fb\u6d41\u578b\u30bb\u30f3\u30b9\u30a2\u30f3\u30d7\u3001\u4e26\u5217\u6027\u3092\u3001\u305d\u308c\u305e\u308c\u306e\u8a2d\u8a08\u4e0a\u306e\u72d9\u3044\u3068\u7d50\u3073\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002\u30b5\u30d6\u30b9\u30ec\u30c3\u30b7\u30e7\u30eb\u30c9\u306f\u3001\u30c8\u30e9\u30f3\u30b8\u30b9\u30bf\u3092\u5f37\u304f\u30aa\u30f3\u306b\u3059\u308b\u9818\u57df\u3088\u308a\u3082\u4f4e\u3044\u96fb\u5727\u5074\u306e\u52d5\u4f5c\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u30bb\u30f3\u30b9\u30a2\u30f3\u30d7\u306f\u5c0f\u3055\u306a\u96fb\u6d41\u3084\u96fb\u5727\u306e\u9055\u3044\u3092\u8aad\u307f\u53d6\u308b\u56de\u8def\u3067\u3001\u3053\u3053\u3067\u306f\u96fb\u6d41\u3092\u6bd4\u8f03\u3057\u3066\u4e8c\u5024\u306e\u6d3b\u6027\u5316\u51fa\u529b\u3092\u4f5c\u308a\u307e\u3059\u3002\u56f3\u4e2d\u306e0.2\u301c0.3V\u306f\u793a\u3055\u308c\u305f\u56de\u8def\u90e8\u5206\u306e\u52d5\u4f5c\u8aac\u660e\u3067\u3042\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u96fb\u6e90\u6761\u4ef6\u306b\u306f\u8aad\u307f\u66ff\u3048\u3089\u308c\u307e\u305b\u3093\u3002<\/p>\n<h2>\u5927\u304d\u306a\u52b9\u7387\u306e\u6570\u5024\u306b\u306f\u3001\u8a08\u7b97\u306e\u6761\u4ef6\u304c\u4ed8\u3044\u3066\u3044\u308b<\/h2>\n<p>\u8b1b\u6f14\u306f\u3001\u3053\u306e512kb\u30de\u30af\u30ed\u309228nm\u306e10\u30c8\u30e9\u30f3\u30b8\u30b9\u30bfSRAM\u3068\u3057\u3066\u7d39\u4ecb\u3057\u3001\u8ad6\u6587\u984c\u540d\u306b\u306f48TOPS\u306820,943TOPS\/W\u304c\u63b2\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002TOPS\u306f\u6bce\u79d2\u306e\u6f14\u7b97\u56de\u6570\u3092\u5146\u56de\u5358\u4f4d\u3067\u8868\u3057\u3001TOPS\/W\u306f\u6d88\u8cbb\u96fb\u529b\u5f53\u305f\u308a\u306e\u6f14\u7b97\u6027\u80fd\u3092\u8868\u3059\u6307\u6a19\u3067\u3059\u3002<sup class=\"source-note\"><a href=\"#ref-1\">\uff3b1\uff3d<\/a><\/sup><sup class=\"source-note\"><a href=\"#ref-2\">\uff3b2\uff3d<\/a><\/sup><\/p>\n<p>\u3053\u3053\u3067\u8a55\u4fa1\u306e\u5bfe\u8c61\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u4e09\u5024\u306e\u91cd\u307f\u3092\u4f7f\u3046\u7279\u5b9a\u306e\u7814\u7a76\u30de\u30af\u30ed\u3067\u3059\u3002\u5468\u8fba\u306e\u5236\u5fa1\u3001\u30c7\u30fc\u30bf\u306e\u5165\u51fa\u529b\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u51e6\u7406\u307e\u3067\u542b\u3080\u30b5\u30fc\u30d0\u30fc\u306e\u52b9\u7387\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u8b1b\u6f14\u306b\u4e26\u3076\u4e8c\u3064\u306e\u6570\u5024\u304c\u540c\u3058\u52d5\u4f5c\u70b9\u3067\u540c\u6642\u306b\u5f97\u3089\u308c\u308b\u3068\u4eee\u5b9a\u3057\u3066\u3001\u6d88\u8cbb\u96fb\u529b\u3092\u9006\u7b97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u6570\u5024\u306f\u3001\u30e1\u30e2\u30ea\u30fc\u914d\u5217\u5185\u3067\u591a\u304f\u306e\u6f14\u7b97\u3092\u4e26\u5217\u306b\u9032\u3081\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u7cbe\u5ea6\u3084\u6f14\u7b97\u306e\u6570\u3048\u65b9\u304c\u7570\u306a\u308bGPU\u306e\u6307\u6a19\u3068\u3001\u305d\u306e\u307e\u307e\u5927\u5c0f\u3092\u6bd4\u3079\u308b\u306e\u306f\u9069\u5207\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u81ea\u5206\u306e\u30e2\u30c7\u30eb\u306b\u4f7f\u3048\u308b\u304b\u3092\u898b\u308b\u306b\u306f\u3001\u5fc5\u8981\u306a\u6570\u5024\u7cbe\u5ea6\u3068\u8a8d\u8b58\u7cbe\u5ea6\u3092\u4fdd\u3066\u308b\u304b\u3001\u5468\u8fba\u51e6\u7406\u3092\u542b\u3081\u3066\u3069\u308c\u3060\u3051\u30c7\u30fc\u30bf\u3092\u904b\u3076\u304b\u3092\u3001\u540c\u3058\u6761\u4ef6\u3067\u78ba\u304b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u56de\u8def\u306e\u8aa4\u5dee\u3092\u3001\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08\u306b\u3082\u623b\u3059<\/h2>\n<p>\u30c7\u30b8\u30bf\u30eb\u306e\u5024\u3092\u30a2\u30ca\u30ed\u30b0\u56de\u8def\u306b\u5bfe\u5fdc\u3055\u305b\u308b\u3068\u3001\u7d20\u5b50\u3054\u3068\u306e\u3070\u3089\u3064\u304d\u304c\u8a08\u7b97\u7d50\u679c\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002\u8b1b\u6f14\u306f\u3001\u88fd\u9020\u3070\u3089\u3064\u304d\u30fb\u96fb\u6e90\u96fb\u5727\u30fb\u6e29\u5ea6\u3092\u307e\u3068\u3081\u305fPVT\u3001\u914d\u7dda\u306e\u62b5\u6297\u306b\u3088\u308b\u96fb\u5727\u964d\u4e0b\u3001\u30a2\u30ca\u30ed\u30b0\u3068\u30c7\u30b8\u30bf\u30eb\u3092\u3064\u306a\u3050\u5909\u63db\u56de\u8def\u306e\u3070\u3089\u3064\u304d\u306a\u3069\u3092\u3001\u30a2\u30ca\u30ed\u30b0IMC\u3067\u8003\u616e\u3059\u308b\u9805\u76ee\u306b\u6319\u3052\u3066\u3044\u307e\u3059\u3002<sup class=\"source-note\"><a href=\"#ref-1\">\uff3b1\uff3d<\/a><\/sup><\/p>\n<p>\u540c\u6642\u306b\u3001\u30e1\u30e2\u30ea\u30fc\u306e\u914d\u5217\u306e\u5927\u304d\u3055\u306f\u6709\u9650\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u91cd\u307f\u3092\u3069\u3046\u914d\u5217\u3078\u5272\u308a\u5f53\u3066\u308b\u304b\u3001\u6570\u5024\u3092\u4f55\u30d3\u30c3\u30c8\u3067\u8868\u3059\u304b\u3001\u3069\u306e\u51e6\u7406\u3092\u914d\u5217\u306e\u5916\u306b\u6b8b\u3059\u304b\u306b\u3088\u3063\u3066\u3001\u56de\u8def\u306e\u5229\u7528\u7387\u3084\u7cbe\u5ea6\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u7a4d\u548c\u6f14\u7b97\u3060\u3051\u304c\u901f\u304f\u306a\u3063\u3066\u3082\u3001\u305d\u306e\u524d\u5f8c\u306e\u51e6\u7406\u3084\u914d\u5217\u9593\u306e\u8ee2\u9001\u304c\u91cd\u3051\u308c\u3070\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u6539\u5584\u306f\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u305f\u3081\u3001\u8b1b\u6f14\u304c\u793a\u3059\u306e\u306f\u3001\u56de\u8def\u3060\u3051\u3092\u4f5c\u3063\u3066\u6700\u5f8c\u306b\u30e2\u30c7\u30eb\u3092\u8f09\u305b\u308b\u65b9\u6cd5\u3067\u306f\u306a\u304f\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5354\u8abf\u8a2d\u8a08\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u56de\u8def\u306b\u751f\u3058\u308b\u3070\u3089\u3064\u304d\u3092\u5b66\u7fd2\u6642\u306e\u6761\u4ef6\u306b\u3082\u53d6\u308a\u8fbc\u307f\u3001\u6570\u5024\u306e\u8868\u3057\u65b9\u3084\u30e2\u30c7\u30eb\u306e\u69cb\u6210\u3092\u5408\u308f\u305b\u3066\u8003\u3048\u307e\u3059\u3002\u3053\u308c\u306f\u8aa4\u5dee\u304c\u6d88\u3048\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306e\u56de\u8def\u3067\u8a31\u5bb9\u3067\u304d\u308b\u7cbe\u5ea6\u3092\u5f97\u308b\u305f\u3081\u306e\u8a2d\u8a08\u3067\u3059\u3002<\/p>\n<p>\u30a2\u30ca\u30ed\u30b0IMC\u306e\u4fa1\u5024\u306f\u3001\u8a08\u7b97\u306e\u5834\u6240\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306e\u30e1\u30e2\u30ea\u30fc\u3068\u6f14\u7b97\u5668\u306e\u5f80\u5fa9\u3092\u6e1b\u3089\u305b\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u4e00\u65b9\u3067\u3001\u8a08\u7b97\u7d50\u679c\u3092\u7269\u7406\u91cf\u306b\u8a17\u3059\u96e3\u3057\u3055\u3082\u5f15\u304d\u53d7\u3051\u307e\u3059\u3002\u4eca\u56de\u306e\u7814\u7a76\u3092\u8aad\u3080\u3068\u304d\u306f\u3001\u56de\u8def\u5185\u306e\u9ad8\u3044\u4e26\u5217\u6027\u3068\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u3067\u5fc5\u8981\u306a\u7cbe\u5ea6\u30fb\u8ee2\u9001\u30fb\u5468\u8fba\u51e6\u7406\u3092\u3001\u4e00\u7d9a\u304d\u306e\u6761\u4ef6\u3068\u3057\u3066\u898b\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n<h2>\u53c2\u8003\u8cc7\u6599<\/h2>\n<ol>\n<li id=\"ref-1\">Tuo-Hung\uff08Alex\uff09Hou, <a href=\"https:\/\/www.dropbox.com\/scl\/fi\/bw5u12nrp6a2215zl76j4\/Intelligent-Memory-The-Green-Evolution-of-Silicon.pdf?dl=1&amp;rlkey=79w4fc08i6l19v7wugq6eam74\">Intelligent Memory: The Green Evolution of Silicon<\/a>, OCP APAC 2026\u3002\u53c2\u7167\u7b87\u6240\uff1app.10\u201313, 27\u201331, 37\u3002\u56f31\u306fp.30\u3002\u516c\u958b\u60c5\u5831\uff1a<a href=\"https:\/\/www.opencompute.org\/events\/ocp-summit\/2026-ocp-apac-summit\/recorded-content\/\">OCP\u516c\u5f0f\u8b1b\u6f14\u8cc7\u6599\u4e00\u89a7<\/a>\u3002<\/li>\n<li id=\"ref-2\">Chih-Sheng Lin\u307b\u304b, <a href=\"https:\/\/doi.org\/10.1109\/A-SSCC53895.2021.9634797\">A 48 TOPS and 20943 TOPS\/W 512kb Computation-in-SRAM Macro for Highly Reconfigurable Ternary CNN Acceleration<\/a>, A-SSCC 2021\u3002\u8457\u8005\u30fb\u984c\u540d\u30fbDOI\u306f<a href=\"https:\/\/scholars.nthu.edu.tw\/esploro\/outputs\/conferencePaper\/A-48-TOPS-and-20943-TOPSW\/9957768027806774\">\u56fd\u7acb\u6e05\u83ef\u5927\u5b66\u306e\u66f8\u8a8c\u8a18\u9332<\/a>\u3067\u7167\u5408\u3002\u672c\u6587\u306e\u56de\u8def\u8aac\u660e\u3068\u56f3\u306e\u76f4\u63a5\u306e\u53c2\u7167\u5143\u306f\uff3b1\uff3d\u306e\u516c\u958b\u8b1b\u6f14\u8cc7\u6599\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>AI\u306e\u8a08\u7b97\u3067\u306f\u3001\u639b\u3051\u7b97\u3084\u8db3\u3057\u7b97\u3092\u901f\u304f\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8a08\u7b97\u306b\u4f7f\u3046\u5024\u3092\u30e1\u30e2\u30ea\u30fc\u304b\u3089\u904b\u3076\u6642\u9593\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u3082\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u5024\u3092\u4fdd\u5b58\u3059\u308b\u5834\u6240\u306b\u8a08\u7b97\u306e\u4e00\u90e8\u3092\u8fd1\u3065\u3051\u308b\u306e\u304c\u3001\u30a4\u30f3\u30e1\u30e2\u30ea\u30fc\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08IMC\uff09\u3067\u3059\u3002 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