{"id":127823,"date":"2022-04-13T10:46:34","date_gmt":"2022-04-13T14:46:34","guid":{"rendered":"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.ucf.edu/news/wp-json/wp/v2/posts/127823//news/news/wp-json/wp/v2/posts/127823//?p=127823"},"modified":"2024-02-09T11:55:47","modified_gmt":"2024-02-09T16:55:47","slug":"ucf-researchers-create-brain-like-devices-to-enable-ai-in-remote-regions-and-space","status":"publish","type":"post","link":"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.ucf.edu/news/wp-json/wp/v2/posts/127823//news/news/wp-json/wp/v2/posts/127823//ucf-researchers-create-brain-like-devices-to-enable-ai-in-remote-regions-and-space/news/wp-json/wp/v2/posts/127823//","title":{"rendered":"麻豆原创 Researchers Create Brain-like Devices to Enable AI in Remote Regions and Space"},"content":{"rendered":"<p>Researchers at the 麻豆原创 are developing new devices that will allow artificial intelligence (AI) to work from anywhere, without connecting to the internet.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>This means technology ranging from natural language processing programs, like Siri or Alexa to robots and other advanced applications, could work in remote regions of the globe or even on other planets.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>The researchers/news/wp-json/wp/v2/posts/127823/u2019 latest findings, which demonstrated a new technique to create the advanced devices, were published in a new study in the journal <em>ACS Nano</news/wp-json/wp/v2/posts/127823//em>.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>Currently AI depends on connections to remote servers to perform the heavy computing and complex calculations needed to run AI processing or perform unsupervised learning, says study principal investigator Tania Roy, an assistant professor in 麻豆原创/news/wp-json/wp/v2/posts/127823/u2019s <a href=/news/wp-json/wp/v2/posts/127823/"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.nanoscience.ucf.edu/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823/">NanoScience Technology Center</news/wp-json/wp/v2/posts/127823//a>.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>/news/wp-json/wp/v2/posts/127823/u201cOur goal is to make the artificial intelligence circuitry very small and compact,/news/wp-json/wp/v2/posts/127823/u201d Roy says. /news/wp-json/wp/v2/posts/127823/u201cThat way technology like portable, handheld devices can have the circuitry on them and don&#8217;t need an internet connection. They can operate in remote areas, and have all of those functionalities, like image search or voice understanding, from any place on Earth./news/wp-json/wp/v2/posts/127823/u201d</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>And while smart phone voice assistants are current technology that could benefit from having brain-like computing power as part of their hardware, robots are another.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>/news/wp-json/wp/v2/posts/127823/u201cIf somebody is stuck in a remote area, then the robots now will have the capacity of functioning and going to that remote area and rescuing the human being,/news/wp-json/wp/v2/posts/127823/u201d Roy says. /news/wp-json/wp/v2/posts/127823/u201cOr if we have elderly parents living alone in their homes, we can have devices that can monitor their health conditions all the time and give them some triage if something goes wrong. We would feel much more at peace if there is something to take care of them./news/wp-json/wp/v2/posts/127823/u201d</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>For space exploration, this means robots, such as rovers, wouldn/news/wp-json/wp/v2/posts/127823/u2019t need a person telling them what to do.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>/news/wp-json/wp/v2/posts/127823/u201cWhat happens now is that because the devices are not capable of doing unsupervised learning there is a supervisor,/news/wp-json/wp/v2/posts/127823/u201d Roy says. /news/wp-json/wp/v2/posts/127823/u201cWe have to tell them what to do in the environment. But after years in space, rovers will need the power of unsupervised learning to adapt to changing environments./news/wp-json/wp/v2/posts/127823/u201d</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>The complex, neuromorphic /news/wp-json/wp/v2/posts/127823/u2014 or brain-like /news/wp-json/wp/v2/posts/127823/u2014devices the researchers have created are placed upon small, rectangular chips, about an inch wide.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<figure id=/news/wp-json/wp/v2/posts/127823/"attachment_127829/news/wp-json/wp/v2/posts/127823/" style=/news/wp-json/wp/v2/posts/127823/"max-width: 300px;/news/wp-json/wp/v2/posts/127823/" class=/news/wp-json/wp/v2/posts/127823/"figure float-right/news/wp-json/wp/v2/posts/127823/"><noscript><img decoding=/news/wp-json/wp/v2/posts/127823/"async/news/wp-json/wp/v2/posts/127823/" width=/news/wp-json/wp/v2/posts/127823/"300/news/wp-json/wp/v2/posts/127823/" 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https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.ucf.edu/news/wp-json/wp/v2/posts/127823//wp-content/news/wp-json/wp/v2/posts/127823//blogs.dir/news/wp-json/wp/v2/posts/127823//20/news/wp-json/wp/v2/posts/127823//files/news/wp-json/wp/v2/posts/127823//2022/news/wp-json/wp/v2/posts/127823//04/news/wp-json/wp/v2/posts/127823//device_for_web.jpg 1200w/news/wp-json/wp/v2/posts/127823/" data-src=/news/wp-json/wp/v2/posts/127823/"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.ucf.edu/news/wp-json/wp/v2/posts/127823//news/news/wp-json/wp/v2/posts/127823//wp-content/news/wp-json/wp/v2/posts/127823//blogs.dir/news/wp-json/wp/v2/posts/127823//20/news/wp-json/wp/v2/posts/127823//files/news/wp-json/wp/v2/posts/127823//2022/news/wp-json/wp/v2/posts/127823//04/news/wp-json/wp/v2/posts/127823//device_for_web-300x200.jpg/news/wp-json/wp/v2/posts/127823/"><figcaption class=/news/wp-json/wp/v2/posts/127823/"figure-caption/news/wp-json/wp/v2/posts/127823/">The devices that 麻豆原创 researchers are developing will allow artificial intelligence to work from anywhere, without connecting to the internet.</news/wp-json/wp/v2/posts/127823//figcaption></news/wp-json/wp/v2/posts/127823//figure>/news/wp-json/wp/v2/posts/127823/n<p>Although other researchers have worked to develop this type of technology, the 麻豆原创-developed devices are more reliable due to the unique engineering and nanoscale materials they used, says the study/news/wp-json/wp/v2/posts/127823/u2019s lead author, <strong>Adithi Krishnaprasad /news/wp-json/wp/v2/posts/127823/u201918MS</news/wp-json/wp/v2/posts/127823//strong>, a <a href=/news/wp-json/wp/v2/posts/127823/"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.ucf.edu/news/wp-json/wp/v2/posts/127823//degree/news/wp-json/wp/v2/posts/127823//electrical-engineering-phd/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823/">doctoral student</news/wp-json/wp/v2/posts/127823//a> in 麻豆原创/news/wp-json/wp/v2/posts/127823/u2019s <a href=/news/wp-json/wp/v2/posts/127823/"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.ece.ucf.edu/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823/">Department of Electrical and Computer Engineering</news/wp-json/wp/v2/posts/127823//a>.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>/news/wp-json/wp/v2/posts/127823/u201cWe grew the material in a different way compared to how other labs grow it,/news/wp-json/wp/v2/posts/127823/u201d Krishnaprasad says.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>/news/wp-json/wp/v2/posts/127823/u201cWe did not grow it on some other substrate and then transfer it, rather, we grew it on the main chip itself,/news/wp-json/wp/v2/posts/127823/u201d she says. /news/wp-json/wp/v2/posts/127823/u201cWe fabricated within the same platform, so that reduced the anomalies brought in by the chemistry when transfer is used. So, we completely avoided that. By using this different technique, we have changed the way the current moves through the device. This provides better reliability by reducing variability within the device./news/wp-json/wp/v2/posts/127823/u201d</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>The team/news/wp-json/wp/v2/posts/127823/u2019s advancements allow for parallelism and in-memory computing, similar to the brain, that/news/wp-json/wp/v2/posts/127823/u2019s required for AI and unsupervised learning, the researchers say.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>The critical task of growing, or synthesizing, the nanoscale material on the chip was performed by 麻豆原创 researcher Eric Jung/news/wp-json/wp/v2/posts/127823/u2019s group. Jung is a study co-author and an assistant professor with 麻豆原创 <a href=/news/wp-json/wp/v2/posts/127823/"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//mse.ucf.edu/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823/">Materials Science &amp; Engineering</news/wp-json/wp/v2/posts/127823//a>, NanoScience Technology Center, and Electrical &amp; Computer Engineering.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>For their next steps, the researchers will work to further advance the technology, including building networks with the devices to enable new applications, such as image recognition.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>The chips could appear in modern technology in the next 10 years, the researchers say.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>Study co-authors also included <strong>Durjoy Dev /news/wp-json/wp/v2/posts/127823/u201921PhD</news/wp-json/wp/v2/posts/127823//strong>, a graduate of 麻豆原创/news/wp-json/wp/v2/posts/127823/u2019s doctoral program in electrical engineering; Sang Sub Han and Changhyeon Yoo, both postdoctoral associates in the Jung Research Group at 麻豆原创; Yaqing Shen, with the Institute of Functional Nano &amp; Soft Materials, Soochow University, Suzhou, China; Hee-Suk Chung and Tae-Sung Bae, both with the Analytical Research Division, Korea Basic Science Institute; and Mario Lanza, with the Department of Material Science and Engineering, King Abdullah University of Science and Technology in Saudi Arabia.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n<p>Roy joined 麻豆原创 in 2016 and is a part of the NanoScience Technology Center with a joint appointment in the Department of Materials Science and Engineering, the&nbsp;Department of Electrical and Computer Engineering&nbsp;and the&nbsp;<a href=/news/wp-json/wp/v2/posts/127823/"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//sciences.ucf.edu/news/wp-json/wp/v2/posts/127823//physics/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823/">Department of Physics</news/wp-json/wp/v2/posts/127823//a>. Her recent&nbsp;<a href=/news/wp-json/wp/v2/posts/127823/"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.cecs.ucf.edu/news/wp-json/wp/v2/posts/127823//three-of-ucfs-six-nsf-career-grants-awarded-to-engineering-and-computer-science-faculty/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823/">National Science Foundation CAREER award</news/wp-json/wp/v2/posts/127823//a>&nbsp;focuses on the development of devices for artificial intelligence applications. Roy was a postdoctoral scholar at the University of California, Berkeley prior to joining 麻豆原创. She received her doctorate in electrical engineering from Vanderbilt University.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n","protected":false},"excerpt":{"rendered":"<p>The work will help technology, from Siri and Alexa to advanced robots, work in remote regions of Earth or the far reaches of space.</news/wp-json/wp/v2/posts/127823//p>/news/wp-json/wp/v2/posts/127823/n","protected":false},"author":199,"featured_media":127826,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"lazy_load_responsive_images_disabled":false,"footnotes":"","_links_to":"","_links_to_target":"","_wp_rev_ctl_limit":""},"categories":[5,23,24],"tags":[54138,973,10899,1516,13797,3279],"tu_author":[],"class_list":["post-127823","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-colleges","category-research","category-science-technology","tag-artificial-intelligence","tag-college-of-engineering-and-computer-science","tag-department-of-physics","tag-electrical-engineering","tag-materials-science-and-engineering","tag-nanoscience-technology-center"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v27.3) - 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NanoScience Technology Center Assistant Professor Tania Roy and Electrical and Computer Engineering doctoral student Adithi Krishnaprasad are working to give technology brain-like computing power."},{"@type":"BreadcrumbList","@id":"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.ucf.edu/news/wp-json/wp/v2/posts/127823//news/news/wp-json/wp/v2/posts/127823//ucf-researchers-create-brain-like-devices-to-enable-ai-in-remote-regions-and-space/news/wp-json/wp/v2/posts/127823//#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:/news/wp-json/wp/v2/posts/127823///news/wp-json/wp/v2/posts/127823//www.ucf.edu/news/wp-json/wp/v2/posts/127823//news/news/wp-json/wp/v2/posts/127823//"},{"@type":"ListItem","position":2,"name":"麻豆原创 Researchers Create Brain-like Devices to Enable AI in Remote Regions and 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