{"id":158,"date":"2023-10-11T09:16:30","date_gmt":"2023-10-11T09:16:30","guid":{"rendered":"https:\/\/www.techopedia.com\/kr\/"},"modified":"2024-09-03T17:28:51","modified_gmt":"2024-09-03T08:28:51","slug":"how-liquid-neural-networks-can-shrink-the-world-of-ai","status":"publish","type":"post","link":"https:\/\/www.techopedia.com\/kr\/how-liquid-neural-networks-can-shrink-the-resources-needed-for-ai","title":{"rendered":"\uc561\uccb4 \uc2e0\uacbd\ub9dd: \uc790\uc728\uc8fc\ud589\uacfc \ub85c\ubd07\uc744 \uc704\ud55c \ud601\uba85\uc801 \ub525\ub7ec\ub2dd \uae30\uc220"},"content":{"rendered":"<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd (Liquid Neural Networks)\uc740 <a href=\"https:\/\/www.techopedia.com\/kr\/definition\/artificial-intelligence-ai\">\uc778\uacf5\uc9c0\ub2a5<\/a> (AI) \ud658\uacbd\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud558\uace0 \ub3c5\ud2b9\ud558\uac8c \ub5a0\uc624\ub974\ub294 \uad6c\uc131 \uc694\uc18c \uc911 \ud558\ub098\ub2e4.<\/p>\n<p>\uae30\uacc4\ub098 \ub85c\ubd07\uc774 \uc678\ubd80 \uc790\uadf9\uc774\ub098 \ub370\uc774\ud130\uc5d0 \ubc18\uc751\ud574\uc57c \ud558\ub294 \uacbd\uc6b0 \ub9ac\uc18c\uc2a4\ub97c \ub9ce\uc774 \ud65c\uc6a9\ud574\uc57c \ud558\ubbc0\ub85c \ub9e4\uc6b0 \uc791\uc740 \uacf5\uac04\uc5d0 \uc9c0\ub2a5\uc744 \uc801\uc6a9\ud558\ub824\ub294 \uacbd\uc6b0 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \uc77c\uc73c\ud0ac \uc218 \uc788\ub2e4.<\/p>\n<p>\ubca4\ucc98\ube44\ud2b8(VentureBeat)\ub294 \ub3c4\ub85c \uc8fc\ud589\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0\uc11c \uc790\ub3d9\ucc28\ub97c \uc548\uc815\uc801\uc73c\ub85c \uc720\uc9c0\ud558\ub824\uba74 \uace0\uc804\uc801\uc778 <a href=\"https:\/\/www.ibm.com\/kr-ko\/topics\/neural-networks\" target=\"_blank\">\uc2e0\uacbd\ub9dd<\/a>\uc5d0 10\ub9cc \uac1c\uc758 \uc778\uacf5 \ub274\ub7f0\uc774 \ud544\uc694\ud560 \uc218 \uc788\ub2e4\uace0 \uc124\uba85\ud588\ub2e4.<\/p>\n<p>\uadf8\ub7ec\ub098 \uc561\uccb4 \uc2e0\uacbd\ub9dd\uc744 \uac1c\ubc1c\ud558\ub294 MIT CSAIL \ud300\uc740 <a href=\"https:\/\/www.hankyung.com\/article\/2023101112221\" target=\"_blank\">\ub2e8 19\uac1c\uc758 \ub274\ub7f0\uc73c\ub85c \ub3d9\uc77c\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc5c8\ub2e4<\/a>\ub294 \ub180\ub77c\uc6b4 \uc0ac\uc2e4\uc744 \ubc1c\uacac\ud588\ub2e4.<\/p>\n<h2><span id=\"_liquid_neural_networks\">\uc561\uccb4 \uc2e0\uacbd\ub9dd (Liquid Neural Networks)\uc758 \uc601\uac10<\/span><\/h2>\n<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \ubcf5\uc7a1\ud55c \ud559\uc2b5\uacfc \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub85c\ubd07\uc758 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uac1c\ubc1c\ub41c <a href=\"https:\/\/www.techopedia.com\/kr\/definition\/deep-learning\">\ub525\ub7ec\ub2dd<\/a> \uc544\ud0a4\ud14d\ucc98\uc758 \uc77c\uc885\uc73c\ub85c, \ud074\ub77c\uc6b0\ub4dc\uc5d0 \ub300\ud55c \uc758\uc874\uc131\uc774\ub098 \uc81c\ud55c\ub41c \ub0b4\ubd80 \uc800\uc7a5\uc18c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uac1c\ubc1c\ub418\uc5c8\ub2e4.<\/p>\n<p>MIT CSAIL\uc758 \ub514\ub809\ud130\uc778 \ub2e4\ub2c8\uc5d8\ub77c \ub8e8\uc2a4\ub294 VentureBeat\uc640\uc758 \uc778\ud130\ubdf0\uc5d0\uc11c \uc804\ub2ec\ud588\ub2e4: &#8220;<a href=\"https:\/\/www.hankyung.com\/article\/2023101112221\" target=\"_blank\">\uc561\uccb4 \uc2e0\uacbd\ub9dd\uc5d0 \ub300\ud55c \uc601\uac10\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc5d0 \ub300\ud55c \uae30\uc874\uc758 \uc811\uadfc \ubc29\uc2dd\uc5d0 \ub300\ud574 \uc0dd\uac01\ud558\uace0<\/a> \ub85c\ubd07\uacfc \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\uac00 \uc81c\uacf5\ud558\ub294 \uc548\uc804\uc5d0 \uc911\uc694\ud55c \uc2dc\uc2a4\ud15c\uacfc \uc5b4\ub5bb\uac8c \ubd80\ud569\ud558\ub294\uc9c0 \uace0\ub824\ud558\ub294 \ub370\uc11c \ube44\ub86f\ub418\uc5c8\ub2e4.<\/p>\n<blockquote><p>&#8220;\ub85c\ubd07\uc5d0\uc11c\ub294 \uacc4\uc0b0 [\uc131\ub2a5]\uacfc [\uc800\uc7a5] \uacf5\uac04\uc774 \ubd80\uc871\ud558\uae30 \ub54c\ubb38\uc5d0 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc2e4\ud589\ud560 \uc218 \uc5c6\ub2e4.&#8221;<\/p><\/blockquote>\n<p>\uc5f0\uad6c\ud300\uc740 \uc791\uc740 \uc720\uae30\uccb4\uc5d0\uc11c \ubc1c\uacac\ub418\ub294 \uc0dd\ubb3c\ud559\uc801 \ub274\ub7f0\uc5d0 \ub300\ud55c \uc5f0\uad6c\uc5d0\uc11c \ubb38\uc81c\uc758 \uc2e4\ub9c8\ub9ac\ub97c \ucc3e\uc558\ub2e4.<\/p>\n<h2><span id=\"_\">\uc561\uccb4 \uc2e0\uacbd\ub9dd\uc774\ub780 \ubb34\uc5c7\uc778\uac00?<\/span><\/h2>\n<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \uc815\ubcf4\ub97c \ucc98\ub9ac\ud558\uace0 \ucd9c\ub825\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574 \uc11c\ub85c \uc5f0\uacb0\ub41c \uc778\uac04 \ub450\ub1cc\uc758 \uc138\ud3ec\ub77c\uace0 \uc0dd\uac01\ud558\uba74 \ub41c\ub2e4.<\/p>\n<p>\uc778\uac04\uc758 \ub1cc\ub294 \ub9e4\uc6b0 \ubcf5\uc7a1\ud55c \uc5f0\uc0b0\uc744 \uc218\ud589\ud558\ub294 \ub9e4\uc6b0 \ubcf5\uc7a1\ud55c \uc138\ud3ec \ubc30\uc5f4\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\ub2e4.<\/p>\n<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \uc8fc\ub85c \uc790\uc728 \uc8fc\ud589 \ucc28\ub7c9\uc774\ub098 \ub85c\ubd07\uacfc \uac19\uc774 \uc9c0\uc18d\uc801\uc778 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc774 \ud544\uc694\ud55c \uc548\uc804\uc774 \uc911\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc801\uc6a9\ub41c\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.hankyung.com\/article\/2023101112221\" target=\"_blank\">\ub2e4\ub2c8\uc5d8\ub77c \ub8e8\uc2a4\uc5d0 \ub530\ub974\uba74<\/a> &#8220;\uc77c\ubc18\uc801\uc73c\ub85c \uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uac00 \uc788\uc744 \uc2dc \uc798 \uc791\ub3d9\ud558\uae30 \ub54c\ubb38\uc5d0 \uc561\uccb4 \uc2e0\uacbd\ub9dd\uc774 \uc798 \uc791\ub3d9\ud558\ub824\uba74 \uc2dc\ud000\uc2a4\uac00 \ud544\uc694\ud558\ub2e4.<\/p>\n<blockquote><p>&#8220;\ud558\uc9c0\ub9cc \uc774\ubbf8\uc9c0\ub137 (ImageNet)\uacfc \uac19\uc740 \uc815\uc801 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ub9ac\ud034\ub4dc \ub124\ud2b8\uc6cc\ud06c \uc194\ub8e8\uc158\uc744 \uc801\uc6a9\ud558\ub824\uace0 \ud558\uba74 \uc798 \uc791\ub3d9\ud558\uc9c0 \uc54a\ub294\ub2e4.&#8221;<\/p><\/blockquote>\n<h2><span id=\"_-2\">\uc7a5\uc810\uacfc \ud55c\uacc4<\/span><\/h2>\n<p>MIT \ucef4\ud4e8\ud130 \uacfc\ud559 \ubc0f \uc778\uacf5 \uc9c0\ub2a5 \uc5f0\uad6c\uc18c(CSAIL)\uc758 \uc5f0\uad6c\ud300\uc740 \uc2e4\ud5d8\uc744 \ubc14\ud0d5\uc73c\ub85c <a href=\"https:\/\/www.unite.ai\/ko\/liquid-neural-networks-definition-applications-challenges\/\" target=\"_blank\">\ub2e4\uc74c\uacfc \uac19\uc740 \uc7a5\uc810\uc744 \ubc1c\uacac\ud588\ub2e4<\/a>.<\/p>\n<ul>\n<li><strong>\uc18c\ud615\ud654<\/strong><\/li>\n<\/ul>\n<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \uae30\uc874 \uc2e0\uacbd\ub9dd\ubcf4\ub2e4 \ud6e8\uc52c \uc801\uc740 \uc218\uc758 \ub274\ub7f0\uc73c\ub85c \uc791\ub3d9\ud560 \uc218 \uc788\ub2e4.<\/p>\n<p>\uc704\uc5d0\uc11c \uc0b4\ud3b4\ubcf8 \ubc14\uc640 \uac19\uc774 \uae30\uc874\uc758 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\uc740 \uc790\uc728\uc8fc\ud589\ucc28\uac00 \ucc28\uc120\uc744 \uc720\uc9c0\ud558\ub824\uba74 100,000\uac1c\uc758 \ub274\ub7f0\uc774 \ud544\uc694\ud558\uc9c0\ub9cc, \uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 19\uac1c\uc758 \ub274\ub7f0\ub9cc \uc788\uc73c\uba74 \ub41c\ub2e4.<\/p>\n<ul>\n<li><strong>\uc778\uacfc\uad00\uacc4<\/strong><\/li>\n<\/ul>\n<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \uae30\uc874 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\ubcf4\ub2e4 \uc778\uacfc\uad00\uacc4\ub97c \ub354 \uc798 \ucc98\ub9ac\ud55c\ub2e4. \uae30\uc874\uc758 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\uacfc \ub2ec\ub9ac \uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \uc6d0\uc778\uacfc \uacb0\uacfc \uc0ac\uc774\uc758 \uba85\ud655\ud55c \uad00\uacc4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \uae30\uc874 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\ubcf4\ub2e4 \ub2e4\uc591\ud55c \uc124\uc815\uc5d0\uc11c \uc774\ubca4\ud2b8 \uac04\uc758 \uc778\uacfc\uad00\uacc4\ub97c \ub354 \ud6a8\uc728\uc801\uc73c\ub85c \uc77c\uad00\ub418\uac8c \uc2dd\ubcc4\ud560 \uc218 \uc788\ub2e4.<\/p>\n<ul>\n<li><strong>\ud574\uc11d\ub825<\/strong><\/li>\n<\/ul>\n<p>AI \uc2dc\uc2a4\ud15c\uc758 \ub370\uc774\ud130 \ud574\uc11d\uc744 \uc774\ud574\ud558\ub294 \uac83\uc740 AI \ubd84\uc57c\uc758 \uac00\uc7a5 \ud070 \uacfc\uc81c \uc911 \ud558\ub098\ub2e4.<\/p>\n<p>\uae30\uc874\uc758 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub370\uc774\ud130 \ud574\uc11d\uc758 \uadfc\uac70\uac00 \uc595\uac70\ub098 \ubd88\ubd84\uba85\ud558\uac70\ub098 \uc798\ubabb\ub41c \uacbd\uc6b0\uac00 \ub9ce\uc9c0\ub9cc, \uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \ub370\uc774\ud130 \ud574\uc11d\uc758 \uadfc\uac70\ub97c \uc124\uba85\ud560 \uc218 \uc788\ub2e4.<\/p>\n<ul>\n<li><strong>\ud558\uc9c0\ub9cc&#8230;<\/strong><\/li>\n<\/ul>\n<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \ubaa8\ub4e0 \uac83\uc744 \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ud574\uacb0\ucc45\uc740 \uc544\ub2c8\ub2e4.<\/p>\n<p>\uc624\ub514\uc624 \uc2a4\ud2b8\ub9bc, \uc628\ub3c4 \ub370\uc774\ud130, \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc\uacfc \uac19\uc740 \uc5f0\uc18d\uc801\uc778 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc740 \uc798 \ucc98\ub9ac\ud558\uc9c0\ub9cc, \uc815\uc801\uc774\uac70\ub098 \uace0\uc815\ub41c \ub370\uc774\ud130\uc5d0\ub294 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc73c\uba70, \uc774\ub294 \ub2e4\ub978 AI \ubaa8\ub378\uc5d0 \ub354 \uc801\ud569\ud558\ub2e4.<\/p>\n<h2><span id=\"_-3\">\uacb0\ub860<\/span><\/h2>\n<p>AI \ud658\uacbd\uc5d0\uc11c \uc561\uccb4 \uc2e0\uacbd\ub9dd\uc740 \uac00\uc7a5 \uc911\uc694\ud55c \uc2e0\ud765 \ubaa8\ub378 \uc911 \ud558\ub098\ub2e4.<\/p>\n<p>\uae30\uc874\uc758 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\uacfc \uacf5\uc874\ud558\uc9c0\ub9cc \uc790\uc728\uc8fc\ud589\ucc28, \uc628\ub3c4 \ub610\ub294 \uae30\ud6c4 \ud310\ub3c5, \uc8fc\uc2dd \uc2dc\uc7a5 \ud3c9\uac00\uc640 \uac19\uc740 \ub9e4\uc6b0 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc5d0 \ub354 \uc801\ud569\ud55c \ubc18\uba74, \uae30\uc874\uc758 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\uc740 \uc815\uc801 \ub610\ub294 \uc77c\ud68c\uc131 \ub370\uc774\ud130\uc5d0 \ub354 \uc801\ud569\ud558\ub2e4.<\/p>\n<p>MIT \ucef4\ud4e8\ud130 \uacfc\ud559 \ubc0f \uc778\uacf5 \uc9c0\ub2a5 \uc5f0\uad6c\uc18c(CSAIL)\uc758 \uc5f0\uad6c\uc6d0\ub4e4\uc740 \uc561\uccb4 \uc2e0\uacbd\ub9dd\uc758 \uae30\ub2a5\uc744 \ub354 \ub9ce\uc740 \uc0ac\uc6a9 \uc0ac\ub840\ub85c \ud655\uc7a5\ud558\uae30 \uc704\ud574 \ub178\ub825\ud574 \uc654\uc9c0\ub9cc \uc2dc\uac04\uc774 \ub354 \uac78\ub9b4 \uac83\uc774\ub2e4.<\/p>\n<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd\uacfc \uae30\uc874 \ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd \ubaa8\ub450 \ub354 \ub113\uc740 AI \ubd84\uc57c\uc5d0\uc11c \uc815\uc758\ub41c \uc5ed\ud560\uc774 \uc788\uc73c\uba70, \ub450 \uac00\uc9c0 \ubaa8\ub378\uc774 \uacf5\uc874\ud558\ub294\ub370\uc5d0 \uc788\uc5b4\uc11c \uc774\uc810\uc774 \uc788\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc561\uccb4 \uc2e0\uacbd\ub9dd (Liquid Neural Networks)\uc740 \uc778\uacf5\uc9c0\ub2a5 (AI) \ud658\uacbd\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud558\uace0 \ub3c5\ud2b9\ud558\uac8c \ub5a0\uc624\ub974\ub294 \uad6c\uc131 \uc694\uc18c \uc911 \ud558\ub098\ub2e4. \uae30\uacc4\ub098 \ub85c\ubd07\uc774 \uc678\ubd80 \uc790\uadf9\uc774\ub098 \ub370\uc774\ud130\uc5d0 \ubc18\uc751\ud574\uc57c \ud558\ub294 \uacbd\uc6b0 \ub9ac\uc18c\uc2a4\ub97c \ub9ce\uc774 \ud65c\uc6a9\ud574\uc57c \ud558\ubbc0\ub85c \ub9e4\uc6b0 \uc791\uc740 \uacf5\uac04\uc5d0 \uc9c0\ub2a5\uc744 \uc801\uc6a9\ud558\ub824\ub294 \uacbd\uc6b0 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \uc77c\uc73c\ud0ac \uc218 \uc788\ub2e4. \ubca4\ucc98\ube44\ud2b8(VentureBeat)\ub294 \ub3c4\ub85c \uc8fc\ud589\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0\uc11c \uc790\ub3d9\ucc28\ub97c \uc548\uc815\uc801\uc73c\ub85c \uc720\uc9c0\ud558\ub824\uba74 \uace0\uc804\uc801\uc778 \uc2e0\uacbd\ub9dd\uc5d0 10\ub9cc \uac1c\uc758 \uc778\uacf5 \ub274\ub7f0\uc774 \ud544\uc694\ud560 \uc218 [&hellip;]<\/p>\n","protected":false},"author":7870,"featured_media":62,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"categories":[17],"tags":[],"class_list":["post-158","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.2 (Yoast SEO v24.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc561\uccb4 \uc2e0\uacbd\ub9dd: \uc790\uc728\uc8fc\ud589\uacfc \ub85c\ubd07\uc744 \uc704\ud55c \ud601\uba85\uc801 \ub525\ub7ec\ub2dd \uae30\uc220 - Techopedia \ud55c\uad6d\uc5b4<\/title>\n<meta name=\"description\" content=\"\uc561\uccb4 \uc2e0\uacbd\ub9dd (Liquid Neural Networks)\uc740 \uc801\uc740 \ub274\ub7f0\uc73c\ub85c\ub3c4 \uace0\uc804\uc801 \uc2e0\uacbd\ub9dd\uc758 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 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