{"id":59,"date":"2023-06-30T23:41:33","date_gmt":"2023-06-30T14:41:33","guid":{"rendered":"https:\/\/icon.kw.ac.kr\/?page_id=59"},"modified":"2026-02-09T12:48:51","modified_gmt":"2026-02-09T03:48:51","slug":"%ed%99%98%ec%98%81%ed%95%a9%eb%8b%88%eb%8b%a4","status":"publish","type":"page","link":"https:\/\/icon.kw.ac.kr\/","title":{"rendered":"Intelligent Computing and Networked System Lab"},"content":{"rendered":"\n<h3 class=\"wp-block-heading has-text-align-center has-large-font-size\"><strong>Research Areas<\/strong><\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p style=\"font-size:16px\">Our research focuses on <strong>Spiking Neural Networks (SNNs)<\/strong>, <strong>AI-inspired wireless communications and networks<\/strong>, and <strong>Autonomous driving<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p style=\"font-size:16px\"><strong>Spiking Neural Networks (SNNs)<\/strong>: SNNs are third-generation neural networks, allowing energy-efficient operations for Artificial Intelligence (AI). We study the core primitives for SNNs, such as neuron models, learning rules, and neural encoding\/decoding.<\/p>\n\n\n\n<p style=\"font-size:16px\"><strong>AI-inspired wireless communications and networks<\/strong>: We&#8217;ve pioneered the integration of neural networks into wireless communication protocols for developing intelligent communication systems. <\/p>\n\n\n\n<p style=\"font-size:16px\"><strong>Autonomous driving<\/strong>: We focus on enabling robust, precise, and real-time trajectory prediction for self-driving vehicles, enhancing both safety and practicality of intelligent vehicle systems.<\/p>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"510\" src=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/A-biological-neuron-in-comparison-to-an-artificial-neural-network-a-human-neuron-b.png\" alt=\"\" class=\"wp-image-60\" style=\"width:522px;height:auto\" srcset=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/A-biological-neuron-in-comparison-to-an-artificial-neural-network-a-human-neuron-b.png 850w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/A-biological-neuron-in-comparison-to-an-artificial-neural-network-a-human-neuron-b-300x180.png 300w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/A-biological-neuron-in-comparison-to-an-artificial-neural-network-a-human-neuron-b-768x461.png 768w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center has-medium-font-size\"><strong>Spiking Neural Networks (SNNs)<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"480\" src=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/8oMJSTzlAm.jpeg\" alt=\"\" class=\"wp-image-63\" style=\"aspect-ratio:1.5000231599425633;width:506px;height:auto\" srcset=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/8oMJSTzlAm.jpeg 720w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/8oMJSTzlAm-300x200.jpeg 300w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center has-medium-font-size\"><strong>Wireless communication and machine learning<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"770\" height=\"482\" src=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/0_PjdSdGyiEB6Yg1UX.png\" alt=\"\" class=\"wp-image-61\" style=\"width:538px;height:auto\" srcset=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/0_PjdSdGyiEB6Yg1UX.png 770w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/0_PjdSdGyiEB6Yg1UX-300x188.png 300w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/0_PjdSdGyiEB6Yg1UX-768x481.png 768w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/0_PjdSdGyiEB6Yg1UX-480x300.png 480w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2023\/06\/0_PjdSdGyiEB6Yg1UX-640x400.png 640w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center has-medium-font-size\"><strong>Autonomous driving<\/strong><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Research Areas Our research focuses on Spiking Neural Networks (SNNs), AI-inspired wireless communications and networks, and Autonomous driving. Spiking Neural Networks (SNNs): SNNs are third-generation neural networks, allowing energy-efficient operations &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-59","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/59","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"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=59"}],"version-history":[{"count":15,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/59\/revisions"}],"predecessor-version":[{"id":818,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/59\/revisions\/818"}],"wp:attachment":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=59"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}