\uc774\ud604\uc885 \uc5f0\uad6c\uc6d0\uc774 \uc11d\uc0ac \uc878\uc5c5 \ud6c4, \uad11\uc6b4\ub300\ud559\uad50\uc5d0\uc11c \uac15\uc0ac \ubc0f \uc5f0\uad6c\uc6d0\uc73c\ub85c \uc7ac\uc9c1\ud558\uba74\uc11c SNN\uacfc \uad00\ub828\ub41c \uc5f0\uad6c \ud65c\ub3d9\uc744 \uacc4\uc18d \uc774\uc5b4 \ub098\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ubbf8\uad6d \ubc15\uc0ac \uc720\ud559\uc744 \uc900\ube44\ud568\uacfc \ub3d9\uc2dc\uc5d0 \ubbf8\uad6d\uc758 Duke University\uc5d0\uc11c \uc5f0\uad6c \uc778\ud134 \ud65c\ub3d9\uc744 \uc9c4\ud589 \uc911\uc785\ub2c8\ub2e4. 9\uc6d4\uc5d0 SNN\uc758 \ud559\uc2b5 \ubc29\ubc95\uc778 BPTT\ub97c \uac1c\uc120\ud55c Learnable Truncated BPTT\ub97c \uc81c\uc548\ud558\ub294 ICLR \ub17c\ubb38\uc744 \uc791\uc131\ud558\uc5ec \uc81c\ucd9c\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\ud0c1\ub3d9\ud601 \uc5f0\uad6c\uc6d0\uc774 \ubd84\uc0b0 \ucd94\ub860\uc744 \uc704\ud55c adaptive scheduling \ubc29\ubc95\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud55c \ubc29\ubc95\uc744 \uacc4\uc18d \uc5f0\uad6c\ud558\uace0 \uace0\ubbfc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc774\ud6c8\ud76c \uc5f0\uad6c\uc6d0\uc774 \ubaa8\ub378\uc758 heterogeneity\uac00 \uad49\uc7a5\ud788 \ud070 \uc0c1\ud669\uc5d0\uc11c\uc758 \uc790\uc728\uc8fc\ud589 trajectory prediction \uc2dc federated learning\uc744 \ud558\uae30 \uc704\ud55c \ubc29\ubc95\uc744 \uace0\uc548\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec literature review \ubc0f \uc2e4\ud5d8\uc744 \uc9c4\ud589 \uc911\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
\ud55c\uc6a9\uc625 \uc5f0\uad6c\uc6d0\uc774 LIF\uc640 RF \ub274\ub7f0 \ubaa8\ub378\uc758 \uc7a5\uc810\uc744 \ubaa8\ub450 \uac00\uc9c8 \uc218 \uc788\ub294 \ub2e4\uc911 \uc8fc\ud30c\uc218 \uc751\ub2f5 \ub274\ub7f0 \ubaa8\ub378\uc744 \uc0c8\ub85c \uc81c\uc548\ud558\uace0 \uc774 \ub274\ub7f0\uc758 learnable parameter\ub4e4\uc744 \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud55c \ubc29\ubc95\ub4e4\uc744 \uc5f0\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ud574\ub2f9 \ub274\ub7f0 \ubaa8\ub378\uc744 \uc774\uc6a9\ud574 \uc5ec\ub7ec \uc2e0\uacbd\ub9dd\uc744 \uad6c\uc131\ud574 \ubcf4\uace0 \ub2e4\uc591\ud55c \ub370\uc774\ud130\uc14b\uc744 \uc774\uc6a9\ud574 \uc131\ub2a5\uc744 \uce21\uc815\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc784\ub3d9\uac74 \uc5f0\uad6c\uc6d0\uc774 Calra \uc2dc\ubbac\ub808\uc774\ud130\ub97c \uc774\uc6a9\ud574 \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uc778\ud37c\ub7f0\uc2a4\ub97c \uc9c4\ud589\ud558\uace0 \uc774\ub97c \ud1b5\ud574 \uc5bb\uc740 \ud53c\ub4dc\ubc31\uc744 \ud0c1\ub3d9\ud601 \uc5f0\uad6c\uc6d0\uacfc \uc774\ud6c8\ud76c \uc5f0\uad6c\uc6d0\uc5d0\uac8c \uc804\ub2ec\ud574 \uc2e0\uacbd\ub9dd\uc744 \ud6c8\ub828\ud574\ubcf4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc724\ucc2c\uc1a1 \uc5f0\uad6c\uc6d0\uc774 \uc774\ud604\uc885 \uc5f0\uad6c\uc6d0\uacfc \ud568\uaed8 Learnable Truncated BPTT\uc640 \uad00\ub828\ub41c \uc5f0\uad6c\ub97c \uc9c4\ud589\ud558\uace0 ICLR\uc5d0 \ub17c\ubb38\uc744 \uac19\uc774 \uc81c\ucd9c\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\uc624\uc2b9\ubbfc \uc5f0\uad6c\uc6d0\uc774 SNN\uc744 channel estimation\uc5d0 \uc801\uc6a9\ud560 \ub54c \uc0dd\uac01\ud574 \ubcfc \uc218 \uc788\ub294 \uc2dc\uc0ac\uc810\ub4e4\uc5d0 \ub300\ud574 \uace0\ubbfc\ud574 \ubcf4\uace0 \uc774\ub97c \uc798 \ub4dc\ub7ec\ub0bc \uc218 \uc788\ub294 \uc2e4\ud5d8 \uc2dc\ub098\ub9ac\uc624\ub97c \uad6c\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
\ud558\uc131\uc5f0 \ud559\uc0dd\uc774 SNN\uacfc \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\uc758 \uae30\ucd08\ub97c \uacf5\ubd80\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
\uc774\ud604\uc885 \uc5f0\uad6c\uc6d0\uc774 \uc11d\uc0ac \uc878\uc5c5 \ud6c4, \uad11\uc6b4\ub300\ud559\uad50\uc5d0\uc11c \uac15\uc0ac \ubc0f \uc5f0\uad6c\uc6d0\uc73c\ub85c \uc7ac\uc9c1\ud558\uba74\uc11c SNN\uacfc \uad00\ub828\ub41c \uc5f0\uad6c \ud65c\ub3d9\uc744 \uacc4\uc18d \uc774\uc5b4 \ub098\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ubbf8\uad6d \ubc15\uc0ac \uc720\ud559\uc744 \uc900\ube44\ud568\uacfc \ub3d9\uc2dc\uc5d0 \ubbf8\uad6d\uc758 Duke University\uc5d0\uc11c \uc5f0\uad6c \uc778\ud134 \ud65c\ub3d9\uc744 …<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1044","post","type-post","status-publish","format-standard","hentry","category-current"],"_links":{"self":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/1044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1044"}],"version-history":[{"count":1,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/1044\/revisions"}],"predecessor-version":[{"id":1045,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/1044\/revisions\/1045"}],"wp:attachment":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}