{"id":23302,"date":"2024-05-12T01:15:27","date_gmt":"2024-05-11T19:45:27","guid":{"rendered":"https:\/\/vajiramandravi.com\/current-affairs\/?p=23302"},"modified":"2025-04-07T01:36:51","modified_gmt":"2025-04-06T20:06:51","slug":"what-are-neural-processing-units-npu","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/current-affairs\/what-are-neural-processing-units-npu\/","title":{"rendered":"What are Neural Processing Units (NPU)?"},"content":{"rendered":"<h2><strong>About Neural Processing Units (NPU)<\/strong><\/h2>\n<ul>\n<li>An NPU, or a Neural Processing Unit, is a <strong>dedicated processor<\/strong> designed specifically for <strong>accelerating neural network processes<\/strong>.\n<ul>\n<li>A <strong>neural network <\/strong>is essentially a type <strong>of machine learning algorithm<\/strong> that <strong>mimics the human brain<\/strong> for processing data.<\/li>\n<\/ul>\n<\/li>\n<li>Therefore, the NPU is <strong>highly capable for handling machine learning operations<\/strong> that form the basis <strong>for AI-related tasks, <\/strong>such as speech recognition, natural language processing, photo or video editing processes like object detection, and more.<\/li>\n<li><strong>In most consumer-facing gadgets,<\/strong> such as smartphones, laptops, and tablets, the <strong>NPU is integrated within the main processor,<\/strong> adopting a System-on-Chip (SoC) configuration.<\/li>\n<li>However, <strong>for data centres<\/strong>, the <strong>NPU might be<\/strong> an <strong>entirely discrete processor<\/strong>, <strong>separate from<\/strong> any other processing unit such as the <strong>central processing unit (CPU)or the Graphics processing unit (GPU).<\/strong><\/li>\n<li><strong>How is NPU different from CPU and GPU?<\/strong>\n<ul>\n<li><strong>CPUs employ a sequential computing method<\/strong>, issuing one instruction at a time, with subsequent instructions awaiting the completion of their predecessors.<\/li>\n<li>\u00a0In contrast, the <strong>NPU harnesses parallel computing<\/strong> to simultaneously execute numerous calculations. This parallel computing approach results in swifter and more efficient processing.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>Q1<\/strong>: What are Semiconductors?<\/h3>\n<p>These are materials that have electrical conductivity between that of a conductor and an insulator. They are the foundation of modern electronics and power a vast array of technologies such as computers, smartphones, solar panels, and medical devices.<\/p>\n<p><strong>Source: <\/strong><a href=\"https:\/\/www.business-standard.com\/technology\/tech-news\/npu-what-is-it-and-why-is-it-gaining-importance-in-semiconductor-industry-124050800939_1.html\" target=\"_blank\" rel=\"nofollow noopener\"><u>NPU: What is it and why is it gaining importance in semiconductor industry<\/u><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>An Neural Processing Units (NPU), or a Neural Processing Unit, is a dedicated processor designed specifically for accelerating neural network processes.<\/p>\n","protected":false},"author":5,"featured_media":23303,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-23302","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-upsc-prelims-current-affairs","8":"no-featured-image-padding"},"acf":[],"_links":{"self":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/23302","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/comments?post=23302"}],"version-history":[{"count":0,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/23302\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media\/23303"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media?parent=23302"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/categories?post=23302"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/tags?post=23302"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}