{"id":207,"date":"2025-02-07T10:52:39","date_gmt":"2025-02-07T10:52:39","guid":{"rendered":"https:\/\/islab.w.waseda.jp\/?page_id=207"},"modified":"2025-02-13T05:12:52","modified_gmt":"2025-02-13T05:12:52","slug":"intelligent-computing","status":"publish","type":"page","link":"https:\/\/islab.w.waseda.jp\/?page_id=207","title":{"rendered":"Intelligent Computing"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"942\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing1.png\" alt=\"\" class=\"wp-image-233\" style=\"width:349px;height:auto\" srcset=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing1.png 576w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing1-183x300.png 183w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n<\/div>\n\n\n<p>Our current research focuses on developing approaches for future intelligent applications such as AI-generated content identification, bioinformatics, and EEG processing. We aim to leverage unique computational strategies to solve significant challenges in digital trustworthiness, healthcare, and neuroscience, contributing to the broader field of intelligent society.<\/p>\n\n\n\n<p>\u30fbAI-Generated Content Identification: We develop sophisticated algorithms to detect and differentiate between authentic and artificially generated\/manipulated media content to address growing concerns over digital media trustworthiness.<\/p>\n\n\n\n<p>\u30fbBioinformatics: We seek to understand complex biological signals by applying machine learning techniques, and to develop systems for personal medical monitoring and daily assistance.<\/p>\n\n\n\n<p>\u30fbEEG Processing: We apply advanced signal processing and neural network techniques to develop applications and systems for medical diagnostics and brain-computer interfaces.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Artificial Image&nbsp;Generation and Identification<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"424\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing2-700x424.png\" alt=\"\" class=\"wp-image-232\" srcset=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing2-700x424.png 700w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing2-300x182.png 300w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing2-768x465.png 768w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing2-800x484.png 800w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing2.png 1514w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Artificial Image&nbsp;Generation and Identification<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"370\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing3-700x370.png\" alt=\"\" class=\"wp-image-231\" style=\"width:730px;height:auto\" srcset=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing3-700x370.png 700w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing3-300x159.png 300w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing3-768x406.png 768w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing3-800x423.png 800w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Intelligent_Computing3.png 1304w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Detection of Deepfake<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-group is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-94bc23d7 wp-block-group-is-layout-flex\">\n<p><strong>Fake<\/strong><\/p>\n\n\n\n<p>                                                                               <\/p>\n\n\n\n<p><strong>Real<\/strong><\/p>\n<\/div>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"426\" height=\"240\" data-id=\"241\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/AI_Generation_Detection_Fake.gif\" alt=\"\" class=\"wp-image-241\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"426\" height=\"240\" data-id=\"242\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/AI_Generation_Detection_Real.gif\" alt=\"\" class=\"wp-image-242\"\/><\/figure>\n<\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Detection of AI-Generated Images<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"588\" data-id=\"287\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/3-1.gif\" alt=\"\" class=\"wp-image-287\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"550\" data-id=\"289\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/AI_Generation_Detection-1.png\" alt=\"\" class=\"wp-image-289\" srcset=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/AI_Generation_Detection-1.png 550w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/AI_Generation_Detection-1-300x300.png 300w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/AI_Generation_Detection-1-150x150.png 150w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/figure>\n<\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><strong>Bioinformatics<\/strong><\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"360\" data-id=\"288\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Bioinfo.gif\" alt=\"\" class=\"wp-image-288\"\/><figcaption class=\"wp-element-caption\">Lip Reading<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"514\" height=\"301\" data-id=\"229\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Bioinfo.png\" alt=\"\" class=\"wp-image-229\" srcset=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Bioinfo.png 514w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/Bioinfo-300x176.png 300w\" sizes=\"auto, (max-width: 514px) 100vw, 514px\" \/><figcaption class=\"wp-element-caption\">Gaze Measurement<\/figcaption><\/figure>\n<\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>EEG Processing<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"500\" src=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/EEG_Processing1-700x500.png\" alt=\"\" class=\"wp-image-228\" srcset=\"https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/EEG_Processing1-700x500.png 700w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/EEG_Processing1-300x214.png 300w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/EEG_Processing1-768x549.png 768w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/EEG_Processing1-1536x1098.png 1536w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/EEG_Processing1-2048x1464.png 2048w, https:\/\/islab.w.waseda.jp\/wp-content\/uploads\/2025\/02\/EEG_Processing1-800x572.png 800w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Our current research focuses on developing approaches for future intelligent applications such as AI-generated content identification, bioinformatics, and EEG processing. We aim to leverage unique computational strategies to solve significant challenges in digital trustworthiness, healthcare, and neuroscience, contributing to the broader field of intelligent society. \u30fbAI-Generated Content Identification: We develop sophisticated algorithms to detect and&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":29,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-207","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=\/wp\/v2\/pages\/207","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=207"}],"version-history":[{"count":12,"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=\/wp\/v2\/pages\/207\/revisions"}],"predecessor-version":[{"id":303,"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=\/wp\/v2\/pages\/207\/revisions\/303"}],"up":[{"embeddable":true,"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=\/wp\/v2\/pages\/29"}],"wp:attachment":[{"href":"https:\/\/islab.w.waseda.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=207"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}