{"id":55893,"date":"2022-01-14T12:59:05","date_gmt":"2022-01-14T10:59:05","guid":{"rendered":"https:\/\/forklog.com\/en\/?p=55893"},"modified":"2025-09-04T03:47:12","modified_gmt":"2025-09-04T00:47:12","slug":"samsung-develops-a-new-type-of-computing-for-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/forklog.com\/en\/samsung-develops-a-new-type-of-computing-for-artificial-intelligence\/","title":{"rendered":"Samsung Develops a New Type of Computing for Artificial Intelligence"},"content":{"rendered":"<p>Samsung demonstrated the world\u2019s first in-memory computing based on <a href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%9C%D0%B0%D0%B3%D0%BD%D0%B8%D1%82%D0%BE%D1%80%D0%B5%D0%B7%D0%B8%D1%81%D1%82%D0%B8%D0%B2%D0%BD%D0%B0%D1%8F_%D0%BE%D0%BF%D0%B5%D1%80%D0%B0%D1%82%D0%B8%D0%B2%D0%BD%D0%B0%D1%8F_%D0%BF%D0%B0%D0%BC%D1%8F%D1%82%D1%8C\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><span data-descr=\"magnetoresistive memory with random access\" class=\"old_tooltip\">MRAM<\/span><\/a>. The company says this will enable the integration of memory and system semiconductors to create AI chips of the next generation.<\/p>\n<p>To achieve this, researchers replaced the standard in-memory computation architecture based on the &#8220;sum of currents&#8221; with a new one based on the &#8220;sum of resistances.&#8221;<\/p>\n<p>Performance testing of AI deployed on the compute-in-memory chip showed 98% accuracy in handwritten digit classification and 93% in face detection.<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>This work expands the boundaries of next-generation AI chip technologies with low power consumption,&#8221; the company said.<\/p>\n<\/blockquote>\n<p>Researchers also suggested that the new MRAM chip could be used not only for in-memory computing but also as a platform for loading biological neural networks. This aligns with the neuromorphic electronics concept proposed by Samsung researchers in <a href=\"https:\/\/www.nature.com\/articles\/s41928-021-00646-1\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u0441\u0442\u0430\u0442\u044c\u0435<\/a>, published in Nature Electronics in September 2021.<\/p>\n<p>In standard computer architecture data are stored in memory chips and processing is performed on the central processor. In-memory computing is a new paradigm. It aims to carry out both storage and computations within the memory network, without the need to move information.<\/p>\n<p>This could reduce the electricity consumption of computing power when processing large data sets, scientists say.<\/p>\n<p>Earlier in October 2021, Samsung unveiled brain-copying technology in a neural chip.<\/p>\n<p>In August it was reported that the South Korean tech giant <a href=\"https:\/\/forklog.com\/en\/news\/samsung-deploys-ai-to-design-mobile-processors\">employed artificial intelligence in the design of processors<\/a> for mobile devices.<\/p>\n<p>Subscribe to ForkLog AI news on Telegram: <a href=\"https:\/\/t.me\/forklogAI\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">ForkLog AI<\/a> \u2014 all the news from the world of AI!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Samsung demonstrated the world\u2019s first in-memory computing based on MRAM. The company says this will enable the integration of memory and system semiconductors to create next-generation AI chips.<\/p>\n","protected":false},"author":1,"featured_media":55894,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"select":"1","news_style_id":"1","cryptorium_level":"","_short_excerpt_text":"","creation_source":"","_metatest_mainpost_news_update":false,"footnotes":""},"categories":[3],"tags":[438,1295,1585],"class_list":["post-55893","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-and-analysis","tag-artificial-intelligence","tag-chips","tag-samsung"],"aioseo_notices":[],"amp_enabled":true,"views":"13","promo_type":"1","layout_type":"1","short_excerpt":"","is_update":"","_links":{"self":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/55893","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/comments?post=55893"}],"version-history":[{"count":1,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/55893\/revisions"}],"predecessor-version":[{"id":55895,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/posts\/55893\/revisions\/55895"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/media\/55894"}],"wp:attachment":[{"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/media?parent=55893"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/categories?post=55893"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/forklog.com\/en\/wp-json\/wp\/v2\/tags?post=55893"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}