{"id":58036,"date":"2018-03-07T12:57:41","date_gmt":"2018-03-07T11:57:41","guid":{"rendered":"https:\/\/www.serimag.com\/blog\/npus-the-new-artificial-intelligence-chips\/"},"modified":"2019-03-14T17:43:35","modified_gmt":"2019-03-14T16:43:35","slug":"npus-the-new-artificial-intelligence-chips","status":"publish","type":"post","link":"https:\/\/serimagmedia.com\/en\/npus-the-new-artificial-intelligence-chips\/","title":{"rendered":"NPUs: the new Artificial Intelligence chips"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-jt4bk9vu-45175799577d8501e4cd98143881917c\">\n.avia-section.av-jt4bk9vu-45175799577d8501e4cd98143881917c{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/serimagmedia.com\/wp-content\/uploads\/2018\/03\/foto3-1024x575.jpg);\nbackground-position:50% 50%;\nbackground-attachment:scroll;\n}\n.avia-section.av-jt4bk9vu-45175799577d8501e4cd98143881917c .av-section-color-overlay{\nopacity:0.8;\nbackground-color:#73b6d6;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-jt4bk9vu-45175799577d8501e4cd98143881917c main_color avia-section-huge avia-no-border-styling  avia-builder-el-0  el_before_av_textblock  avia-builder-el-first  avia-full-stretch avia-bg-style-scroll av-section-color-overlay-active container_wrap fullsize'  data-section-bg-repeat='stretch'><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-58036'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017\">\n#top .av-special-heading.av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017{\npadding-bottom:10px;\ncolor:#ffffff;\nfont-size:50px;\n}\nbody .av-special-heading.av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017 .av-special-heading-tag{\nfont-size:50px;\n}\n.av-special-heading.av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017 .av-subheading{\nfont-size:15px;\n}\n\n@media only screen and (min-width: 480px) and (max-width: 767px){ \n#top #wrap_all .av-special-heading.av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n\n@media only screen and (max-width: 479px){ \n#top #wrap_all .av-special-heading.av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n<\/style>\n<div  class='av-special-heading av-jt4bl94s-63402db1bc9ac4bbbff13a9a8201d017 av-special-heading-h6 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-1  avia-builder-el-no-sibling  av-inherit-size'><h6 class='av-special-heading-tag '  itemprop=\"headline\"  >NPUs: the new Artificial Intelligence chips<\/h6><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n<\/div><\/div><\/main><!-- close content main element --><\/div><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-58036'><div class='entry-content-wrapper clearfix'><section  class='av_textblock_section av-av_textblock-445188a952fb265869ea404d0e52fad7 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p align=\"JUSTIFY\"><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"><span lang=\"es-ES\">As <\/span><\/span><\/span><a href=\"https:\/\/www.serimag.com\/en\/automated-document-processing\/\"><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"><span lang=\"es-ES\"><b>document processing automation<\/b><\/span><\/span><\/span><\/a><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"><span lang=\"es-ES\"> professionals, we want to look at a concept that you may have heard talked about but are not sure what it means: NPUs What are they? What are their applications?<\/span><\/span><\/span><\/p>\n<p align=\"JUSTIFY\"><!--more--><\/p>\n<p align=\"JUSTIFY\"><a name=\"_GoBack\"><\/a> <span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"><span lang=\"es-ES\">The first thing to make clear is that, when we speak about NPUs, Neural Processing Units, we are not referring to neuromorphic computing. The Artificial Intelligence (AI) acceleration chips that are used, for example, for optimising management of resources in smartphones. These chips vary depending on the environment in which they are used. For example, they will not be the same in graphics, the audiovisual field or in neural networks. In the first case, there are GPUs &#8211; graphic processing units. In the second, DSPs &#8211; digital signal processors. But those that really interest us at <\/span><\/span><\/span><a href=\"h\"><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"><span lang=\"es-ES\"><b>Serimag<\/b><\/span><\/span><\/span><\/a><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"><span lang=\"es-ES\">, those in which we are competent, are the chips found in neural networks; the NPUs (Neural Processing Units) <\/span><\/span><\/span><\/p>\n<p align=\"JUSTIFY\"><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"><b>Neural networks<\/b><\/span><\/span><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"> are used to attempt to emulate the synaptic connections of the human brain. NPUs are already present in devices of brands such as Huawei and Apple. AI is not only used to manage the resources of the mobile, but the device learns from the user by using neural networks. It also makes use of machine learning. Based on this philosophy, there are an increasing number of smartphones capable of learning what the users want and adapting themselves to their lifestyles. <\/span><\/span><\/p>\n<p align=\"JUSTIFY\"><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\">As you see, NPUs are faster and more efficient than traditional chips, which is very important in mobiles. It must be borne in mind that although they are increasingly common in smartphones, not all Operating Systems accept them. The Android 8.1 does.<\/span><\/span> <span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\">A further example of the progress of machine learning processes is the automatic learning of systems. <\/span><\/span><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\">These are based on algorithms that review the data in order to predict future behaviour. <\/span><\/span><\/p>\n<p align=\"JUSTIFY\"><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\">NPUs also have important applications in one of our star products: <\/span><\/span><a href=\"https:\/\/www.serimag.com\/en\/smaat\/\"><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\"><b>SMAAT<\/b><\/span><\/span><\/a><span style=\"font-family: 'Open Sans', serif;\"><span style=\"font-size: medium;\">. The product uses these applications for machine learning and deep learning processes for capturing documents through smartphones, a principal functionality of this technology. <\/span><\/span><\/p>\n<\/div><\/section><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As document processing automation professionals, we want to look at a concept that you may have heard talked about but are not sure what it means: NPUs What are they? What are their applications?<\/p>\n","protected":false},"author":5,"featured_media":58804,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[128],"tags":[139,138,133,136,137],"class_list":["post-58036","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-2","tag-automated-document-processing-en","tag-automatic-document-processing-en","tag-automation-of-documentary-processes","tag-automation-of-documents","tag-document-processes"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>NPUs: the new Artificial Intelligence chips | Serimag<\/title>\n<meta name=\"description\" content=\"As document processing automation professionals, we want to look at a concept that you may have heard talked about but are not sure what it means: NPUs What are they?\" 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