{"id":142,"date":"2025-01-10T01:16:18","date_gmt":"2025-01-10T01:16:18","guid":{"rendered":"https:\/\/synthint.ai\/?p=142"},"modified":"2025-01-10T02:26:52","modified_gmt":"2025-01-10T02:26:52","slug":"machine-learning-in-compact-low-power-devices","status":"publish","type":"post","link":"https:\/\/synthint.ai\/index.php\/2025\/01\/10\/machine-learning-in-compact-low-power-devices\/","title":{"rendered":"Machine Learning in Compact, Low-Power Devices"},"content":{"rendered":"\n<p><em>November 8, 2024<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"791\" height=\"1024\" src=\"https:\/\/synthint.ai\/wp-content\/uploads\/2025\/01\/AI-Meetup-11.8.2024-1187x1536-1-791x1024.png\" alt=\"\" class=\"wp-image-169\" srcset=\"https:\/\/synthint.ai\/wp-content\/uploads\/2025\/01\/AI-Meetup-11.8.2024-1187x1536-1-791x1024.png 791w, https:\/\/synthint.ai\/wp-content\/uploads\/2025\/01\/AI-Meetup-11.8.2024-1187x1536-1-232x300.png 232w, https:\/\/synthint.ai\/wp-content\/uploads\/2025\/01\/AI-Meetup-11.8.2024-1187x1536-1-768x994.png 768w, https:\/\/synthint.ai\/wp-content\/uploads\/2025\/01\/AI-Meetup-11.8.2024-1187x1536-1.png 1187w\" sizes=\"auto, (max-width: 791px) 100vw, 791px\" \/><\/figure>\n\n\n\n<p>This morning, I delivered a presentation on \u201cMachine Learning in Compact, Low-Power Devices\u201d at the College of Business at the University of Akron. The discussion focused on exploring embedded applications where machine learning significantly enhances device capabilities. We examined how embedded systems are increasingly performing sophisticated tasks by leveraging key AI technologies such as convolutional neural networks and large language models. Specific use cases in medical and industrial applications were also discussed.<\/p>\n\n\n\n<p><a href=\"https:\/\/synthint.ai\/wp-content\/uploads\/2024\/11\/machine_learning_in_compact_low_power_devices-2024-11-08.pdf\">Here is a link<\/a> to the presentation.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>November 8, 2024 This morning, I delivered a presentation on \u201cMachine Learning in Compact, Low-Power Devices\u201d at the College of Business at the University of Akron. The discussion focused on exploring embedded applications where machine learning significantly enhances device capabilities. We examined how embedded systems are increasingly performing sophisticated tasks by leveraging key AI technologies [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[11,18],"class_list":["post-142","post","type-post","status-publish","format-standard","hentry","category-embedded-systems","tag-ai","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning in Compact, Low-Power Devices - SynthInt<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/synthint.ai\/index.php\/2025\/01\/10\/machine-learning-in-compact-low-power-devices\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning in Compact, Low-Power Devices - SynthInt\" \/>\n<meta property=\"og:description\" content=\"November 8, 2024 This morning, I delivered a presentation on \u201cMachine Learning in Compact, Low-Power Devices\u201d at the College of Business at the University of Akron. The discussion focused on exploring embedded applications where machine learning significantly enhances device capabilities. We examined how embedded systems are increasingly performing sophisticated tasks by leveraging key AI technologies [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/synthint.ai\/index.php\/2025\/01\/10\/machine-learning-in-compact-low-power-devices\/\" \/>\n<meta property=\"og:site_name\" content=\"SynthInt\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-10T01:16:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-10T02:26:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/synthint.ai\/wp-content\/uploads\/2025\/01\/AI-Meetup-11.8.2024-1187x1536-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1187\" \/>\n\t<meta property=\"og:image:height\" content=\"1536\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"chris\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@synthintai\" \/>\n<meta name=\"twitter:site\" content=\"@synthintai\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"chris\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/machine-learning-in-compact-low-power-devices\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/machine-learning-in-compact-low-power-devices\\\/\"},\"author\":{\"name\":\"chris\",\"@id\":\"https:\\\/\\\/synthint.ai\\\/#\\\/schema\\\/person\\\/f2fd1274f7fdb33f7f3081ef3e81007a\"},\"headline\":\"Machine Learning in Compact, Low-Power Devices\",\"datePublished\":\"2025-01-10T01:16:18+00:00\",\"dateModified\":\"2025-01-10T02:26:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/machine-learning-in-compact-low-power-devices\\\/\"},\"wordCount\":86,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/synthint.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/machine-learning-in-compact-low-power-devices\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/synthint.ai\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/AI-Meetup-11.8.2024-1187x1536-1-791x1024.png\",\"keywords\":[\"AI\",\"Machine Learning\"],\"articleSection\":[\"Embedded Systems\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/machine-learning-in-compact-low-power-devices\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/machine-learning-in-compact-low-power-devices\\\/\",\"url\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/machine-learning-in-compact-low-power-devices\\\/\",\"name\":\"Machine Learning in Compact, Low-Power Devices - 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