{"id":23203,"date":"2024-05-09T05:18:24","date_gmt":"2024-05-08T23:48:24","guid":{"rendered":"https:\/\/vajiramandravi.com\/current-affairs\/?p=23203"},"modified":"2025-10-13T13:57:34","modified_gmt":"2025-10-13T08:27:34","slug":"neural-processing-unit","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/current-affairs\/neural-processing-unit\/","title":{"rendered":"Neural Processing Unit"},"content":{"rendered":"<h2>About Neural Processing Unit (NPU):<\/h2>\n<ul>\n<li>It is a <strong>dedicated processor designed<\/strong> specifically for accelerating <strong>neural network processes.<\/strong><\/li>\n<li>A neural network is essentially a type of <a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/machine-learning\/\" target=\"_blank\">machine learning<\/a><strong> algorithm<\/strong> that mimics the human brain for processing data.<\/li>\n<li>It is highly capable for handling machine learning operations that form the basis for AI-related tasks, such as speech recognition, natural language processing, photo or video editing processes like object detection, and more.<\/li>\n<li>In most consumer-facing gadgets such as smartphones, laptops and tablets, the NPU is integrated within the main processor, adopting a <strong>System-on-Chip<\/strong> (SoC) configuration.<\/li>\n<\/ul>\n<p><strong>How is NPU different from the Central Processing Unit (CPU)?<\/strong><\/p>\n<ul>\n<li>CPUs employ a <strong>sequential computing method<\/strong>, issuing one instruction at a time, with subsequent instructions awaiting the completion of their predecessors.<\/li>\n<li>In contrast, NPU <strong>harnesses parallel computing<\/strong> to simultaneously execute numerous calculations. This parallel computing approach results in swifter and more efficient processing.<\/li>\n<li>NPU is also able to learn based on accumulated data in order to deduce optimal solutions.<\/li>\n<\/ul>\n<hr \/>\n<h3>Q1: What is Deep learning?<\/h3>\n<p>Deep learning is a subset of machine learning, has revolutionized the way machines process and interpret data. It teaches computers to do what comes naturally to humans; for example, in the case of Self-Driving cars, recognizing the signals to stop or go.<\/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\">NPU: What is it and why is it gaining importance in semiconductor industry<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Neural Processing Unit is a dedicated processor designed specifically for accelerating neural network processes.<\/p>\n","protected":false},"author":5,"featured_media":23204,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-23203","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\/23203","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=23203"}],"version-history":[{"count":0,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/23203\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media\/23204"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media?parent=23203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/categories?post=23203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/tags?post=23203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}