{"id":78,"date":"2018-12-28T15:41:08","date_gmt":"2018-12-28T06:41:08","guid":{"rendered":"http:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/?page_id=78"},"modified":"2026-05-23T10:33:20","modified_gmt":"2026-05-23T01:33:20","slug":"neuromorphic","status":"publish","type":"page","link":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/neuromorphic\/","title":{"rendered":"Neuromorphic Engineering and Computing"},"content":{"rendered":"\n<p><strong>1. \u751f\u4f53\u306e\u8996\u899a\u7cfb\u306b\u5b66\u3093\u3060\u7d44\u307f\u8fbc\u307f\u8996\u899a\u30b7\u30b9\u30c6\u30e0<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left\"><strong>\uff3b\u6982\u8981\uff3d<\/strong><\/p>\n\n\n\n<p class=\"has-small-font-size\">\u751f\u4f53\u306e\u7db2\u819c\u306b\u306f\u3001\u5916\u754c\u306e\u4e09\u6b21\u5143\u69cb\u9020\u3092\u53cd\u6620\u3057\u305f\u4e8c\u6b21\u5143\u50cf\u304c\u6295\u5f71\u3055\u308c\u308b\u3002\u8996\u899a\u3068\u306f\u3001\u3053\u306e\u773c\u5e95\u306b\u6295\u5f71\u3055\u308c\u305f\u4e8c\u6b21\u5143\u7db2\u819c\u50cf\u304b\u3089\u3001\u76ee\u306e\u524d\u306e\u4e09\u6b21\u5143\u4e16\u754c\u3092\u89e3\u91c8\u3057\u3001\u884c\u52d5\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u308a\u51fa\u3059\u60c5\u5831\u51e6\u7406\u904e\u7a0b\u3067\u3042\u308b\u3002\u3053\u306e\u610f\u5473\u3067\u3001\u751f\u4f53\u306e\u8996\u899a\u7cfb\u306f\u3001\u5916\u754c\u306e\u69d8\u5b50\u3092\u9ad8\u7cbe\u7d30\u304b\u3064\u9ad8\u3044\u8272\u518d\u73fe\u6027\u3067\u8a18\u9332\u3059\u308b\u30c7\u30b8\u30bf\u30eb\u30ab\u30e1\u30e9\u306a\u3069\u306e\u64ae\u50cf\u88c5\u7f6e\u3068\u306f\u3001\u76ee\u7684\u306e\u7570\u306a\u308b\u60c5\u5831\u51e6\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u3002\u305d\u306e\u305f\u3081\u3001\u305d\u306e\u8a2d\u8a08\u539f\u7406\u3082\u5927\u304d\u304f\u7570\u306a\u308b\u3002\u4f8b\u3048\u3070\u3001\u56fd\u9632\u9ad8\u7b49\u7814\u7a76\u8a08\u753b\u5c40\uff08DARPA\uff09\u306b\u3088\u308b\u30ed\u30dc\u30c3\u30c8\u30ab\u30fc\u30ec\u30fc\u30b9\u3067\u3042\u308b DARPA Grand Challenge \u306b\u53c2\u52a0\u3057\u305f\u81ea\u5f8b\u578b\u30ed\u30dc\u30c3\u30c8\u30ab\u30fc\u3067\u306f\u3001\u8a08\u7b97\u51e6\u7406\u306b\u7d041 kW\u306e\u96fb\u529b\u304c\u5fc5\u8981\u3067\u3042\u3063\u305f\u306e\u306b\u5bfe\u3057\u3001\u30cf\u30c1\u306f\u6570\u5341 \u03bcW \u7a0b\u5ea6\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u3067\u8996\u899a\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u308b\uff08*\uff09\u3002\u672c\u7814\u7a76\u5ba4\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u751f\u4f53\u8996\u899a\u7cfb\u306b\u7740\u76ee\u3057\u3001\u7db2\u819c\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u611f\u899a\u5668\u30fb\u795e\u7d4c\u56de\u8def\u30fb\u8eab\u4f53\u69cb\u9020\u306e\u76f8\u4e92\u4f5c\u7528\u304b\u3089\u3001\u52b9\u7387\u7684\u306a\u8996\u899a\u60c5\u5831\u51e6\u7406\u306e\u8a08\u7b97\u539f\u7406\u3068\u8a2d\u8a08\u6307\u91dd\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u7814\u7a76\u3092\u884c\u3046\u3002<\/p>\n\n\n\n<p class=\"has-small-font-size\"><br><br>(*)<a href=\"http:\/\/sensors.ini.uzh.ch\/home.html\">Liu, S. C., &amp; Delbruck, T.<\/a> (2010). <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0959438810000450\">Neuromorphic sensory systems<\/a>. Current opinion in neurobiology, 20(3), 288-295.<\/p>\n\n\n\n<p class=\"has-small-font-size\">\u8ab2\u984c\u3084\u30ad\u30fc\u30ef\u30fc\u30c9\uff1a<br>FPGA \u306b\u3088\u308b\u30a4\u30e1\u30fc\u30b8\u30bb\u30f3\u30b5\u53ca\u3073\u8996\u899a\u60c5\u5831\u51e6\u7406\u30e2\u30c7\u30eb\u6f14\u7b97\u7528\u56de\u8def\u306e\u958b\u767a\u3001\u751f\u4f53\u8996\u899a\u7cfb\u306e\u51e6\u7406\u3092\u898f\u7bc4\u3068\u3057\u305f\u51e6\u7406\u6a5f\u69cb\u306e\u63d0\u6848\u3001\u751f\u4f53\u8996\u899a\u795e\u7d4c\u56de\u8def\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30a4\u30e1\u30fc\u30b8\u306e\u518d\u73fe\u3001<a href=\"https:\/\/en.wikipedia.org\/wiki\/Color_constancy\">\u8272\u6052\u5e38\u6027<\/a>\u3001\u660e\u308b\u3055\u6052\u5e38\u6027\u3001<a href=\"https:\/\/en.wikipedia.org\/wiki\/Adaptation_(eye)\">\u9806\u5fdc\u6a5f\u69cb<\/a> etc&#8230;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"273\" src=\"http:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2018\/12\/neuromorphic-1-1024x273.png\" alt=\"\" class=\"wp-image-266\" srcset=\"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2018\/12\/neuromorphic-1-1024x273.png 1024w, https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2018\/12\/neuromorphic-1-300x80.png 300w, https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2018\/12\/neuromorphic-1-768x205.png 768w, https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2018\/12\/neuromorphic-1-1080x288.png 1080w, https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2018\/12\/neuromorphic-1.png 1464w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p><strong> <\/strong><br><\/p>\n\n\n\n<p><strong>2. \u751f\u7269\u306e\u773c\u306e\u52d5\u304d\u3092\u518d\u73fe\u3059\u308b\u773c\u7403\u30ed\u30dc\u30c3\u30c8\u306e\u958b\u767a<\/strong><\/p>\n\n\n\n<p><strong>\uff3b\u6982\u8981\uff3d<\/strong><\/p>\n\n\n\n<p class=\"has-small-font-size\">\u751f\u4f53\u306f\u8996\u899a\u60c5\u5831\u3067\u7a7a\u9593\u8a8d\u77e5\u3092\u884c\u3046\u969b\u3001\u305d\u306e\u60c5\u5831\u51e6\u7406\u306b\u795e\u7d4c\u7cfb\u3060\u3051\u3067\u306a\u304f\u7a4d\u6975\u7684\u306b\u773c\u7403\u904b\u52d5\u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u7814\u7a76\u3067\u306f\u5bfe\u8c61\u7269\u3092\u6ce8\u8996\u3057\u3066\u3044\u308b\u969b\u306b\u751f\u3058\u308b\u56fa\u8996\u5fae\u52d5\u3068\u547c\u3070\u308c\u308b\u5fae\u5c0f\u306a\u632f\u52d5\u6027\u306e\u773c\u7403\u904b\u52d5\u306b\u7740\u76ee\u3057\u307e\u3059\u3002\u56fa\u8996\u5fae\u52d5\u306f\u8996\u899a\u6a5f\u80fd\u3068\u306e\u95a2\u4fc2\u6027\u304c\u6d3b\u767a\u306b\u8b70\u8ad6\u3055\u308c\u3066\u304a\u308a\u3001\u4f8b\u3048\u3070\u7d30\u304b\u3044\u5f62\u72b6\u306e\u7269\u4f53\u306e\u8a8d\u8b58\u8ab2\u984c\u3067\u3001\u795e\u7d4c\u7cfb\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u9650\u754c\u3092\u8d85\u3048\u308b\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u6027\u80fd\u306b\u5bc4\u4e0e\u3057\u3066\u3044\u308b\u3068\u793a\u5506\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3042\u308b\u6642\u523b\u306b\u304a\u3044\u3066\u5916\u754c\u3092\u53d7\u5149\u7d20\u5b50\u306b\u3088\u3063\u3066\u7a7a\u9593\u7684\u306b\u6a19\u672c\u5316\u3057\u305f\u60c5\u5831\u3060\u3051\u3067\u306a\u304f\u3001\u6642\u7a7a\u9593\u7684\u306a\u60c5\u5831\u3092\u89e3\u6790\u306b\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u7814\u7a76\u3067\u306f\u56fa\u8996\u5fae\u52d5\u306e\u305f\u3081\u306e\u5fae\u52d5\u5149\u5b66\u7cfb\u3092\u8a2d\u8a08\u3057\u3001\u751f\u4f53\u8996\u899a\u7cfb\u898f\u7bc4\u578b\u30d5\u30ec\u30fc\u30e0\u30ec\u30b9\u30ab\u30e1\u30e9\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u773c-\u8996\u899a\u7cfb\u898f\u7bc4\u578b\u30ed\u30dc\u30c3\u30c8\u30d3\u30b8\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u69cb\u7bc9\u3057\u305f\u30ed\u30dc\u30c3\u30c8\u30d3\u30b8\u30e7\u30f3\u306b\u3088\u308a\u3001\u56fa\u8996\u5fae\u52d5\u3068\u60c5\u5831\u51e6\u7406\u6a5f\u69cb\u3092\u5354\u50cd\u3055\u305b\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u6ce8\u8996\u4e2d\u306e\u5bfe\u8c61\u7269\u306e\u7a7a\u9593\u89e3\u50cf\u5ea6\u306e\u5411\u4e0a\u3084\u4e21\u773c\u88c5\u7f6e\u306b\u3088\u308a\u5965\u884c\u304d\u7cbe\u5ea6\u306e\u5411\u4e0a\u304c\u671b\u3081\u308b\u304b\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"999\" height=\"223\" src=\"http:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2020\/12\/image.png\" alt=\"\" class=\"wp-image-810\" style=\"width:500px;height:112px\" srcset=\"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2020\/12\/image.png 999w, https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2020\/12\/image-300x67.png 300w, https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2020\/12\/image-768x171.png 768w\" sizes=\"(max-width: 999px) 100vw, 999px\" \/><figcaption class=\"wp-element-caption\"><br><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"646\" height=\"263\" src=\"http:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2020\/12\/image-1.png\" alt=\"\" class=\"wp-image-811\" style=\"width:485px;height:197px\" srcset=\"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2020\/12\/image-1.png 646w, https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-content\/uploads\/2020\/12\/image-1-300x122.png 300w\" sizes=\"(max-width: 646px) 100vw, 646px\" \/><\/figure>\n\n\n\n<p><strong>3. \u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30bb\u30f3\u30b7\u30f3\u30b0\u6280\u8853\u306e\u958b\u767a\u3068\u305d\u306e\u5fdc\u7528<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \u751f\u4f53\u306e\u8996\u899a\u7cfb\u306b\u5b66\u3093\u3060\u7d44\u307f\u8fbc\u307f\u8996\u899a\u30b7\u30b9\u30c6\u30e0 \uff3b\u6982\u8981\uff3d \u751f\u4f53\u306e\u7db2\u819c\u306b\u306f\u3001\u5916\u754c\u306e\u4e09\u6b21\u5143\u69cb\u9020\u3092\u53cd\u6620\u3057\u305f\u4e8c\u6b21\u5143\u50cf\u304c\u6295\u5f71\u3055\u308c\u308b\u3002\u8996\u899a\u3068\u306f\u3001\u3053\u306e\u773c\u5e95\u306b\u6295\u5f71\u3055\u308c\u305f\u4e8c\u6b21\u5143\u7db2\u819c\u50cf\u304b\u3089\u3001\u76ee\u306e\u524d\u306e\u4e09\u6b21\u5143\u4e16\u754c\u3092\u89e3\u91c8\u3057\u3001\u884c\u52d5\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u308a &hellip; <a href=\"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/neuromorphic\/\" class=\"more-link\"><span class=\"screen-reader-text\">Neuromorphic Engineering and Computing<\/span> \u306e\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-json\/wp\/v2\/pages\/78"}],"collection":[{"href":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-json\/wp\/v2\/comments?post=78"}],"version-history":[{"count":50,"href":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-json\/wp\/v2\/pages\/78\/revisions"}],"predecessor-version":[{"id":1206,"href":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-json\/wp\/v2\/pages\/78\/revisions\/1206"}],"wp:attachment":[{"href":"https:\/\/www.brain.kyutech.ac.jp\/~s-yasukawa\/wp-json\/wp\/v2\/media?parent=78"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}