{"id":212211,"date":"2025-04-23T14:10:13","date_gmt":"2025-04-23T19:10:13","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/04\/brain-inspired-ai-technique-mimics-human-visual-processing-to-enhance-machine-vision"},"modified":"2025-04-23T14:10:13","modified_gmt":"2025-04-23T19:10:13","slug":"brain-inspired-ai-technique-mimics-human-visual-processing-to-enhance-machine-vision","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/04\/brain-inspired-ai-technique-mimics-human-visual-processing-to-enhance-machine-vision","title":{"rendered":"Brain-inspired AI technique mimics human visual processing to enhance machine vision"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/brain-inspired-ai-technique-mimics-human-visual-processing-to-enhance-machine-vision2.jpg\"><\/a><\/p>\n<p>A team of researchers from the Institute for Basic Science, Yonsei University, and the Max Planck Institute have developed a new artificial intelligence (AI) technique that brings machine vision closer to how the human brain processes images. Called Lp-Convolution, this method improves the accuracy and efficiency of image recognition systems while reducing the computational burden of existing AI models.<\/p>\n<p>The <a href=\"https:\/\/techxplore.com\/tags\/human+brain\/\" rel=\"tag\" class=\"\">human brain<\/a> is remarkably efficient at identifying key details in complex scenes, an ability that traditional AI systems have struggled to replicate. Convolutional Neural Networks (CNNs)\u2014the most widely used AI model for image recognition\u2014process images using small, square-shaped filters. While effective, this rigid approach limits their ability to capture broader patterns in fragmented data.<\/p>\n<p>More recently, vision transformers have shown superior performance by analyzing entire images at once, but they require massive computational power and large datasets, making them impractical for many <a href=\"https:\/\/techxplore.com\/tags\/real-world+applications\/\" rel=\"tag\" class=\"\">real-world applications<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A team of researchers from the Institute for Basic Science, Yonsei University, and the Max Planck Institute have developed a new artificial intelligence (AI) technique that brings machine vision closer to how the human brain processes images. Called Lp-Convolution, this method improves the accuracy and efficiency of image recognition systems while reducing the computational burden [\u2026]<\/p>\n","protected":false},"author":732,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-212211","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/212211","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/732"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=212211"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/212211\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=212211"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=212211"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=212211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}