{"id":109949,"date":"2020-07-14T14:03:58","date_gmt":"2020-07-14T21:03:58","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2020\/07\/why-tesla-invented-a-new-neural-network"},"modified":"2020-07-14T14:03:58","modified_gmt":"2020-07-14T21:03:58","slug":"why-tesla-invented-a-new-neural-network","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2020\/07\/why-tesla-invented-a-new-neural-network","title":{"rendered":"Why Tesla Invented A New Neural Network"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/why-tesla-invented-a-new-neural-network2.jpg\"><\/a><\/p>\n<p>Recently, <a href=\"https:\/\/analyticsindiamag.com\/full-autonomy-in-sight-as-tesla-acquires-deepscale-a-computer-vision-startup\/\">Tesla<\/a> filed a <a href=\"https:\/\/patentscope.wipo.int\/search\/en\/detail.jsf?docId=US297811218&tab=PCTDESCRIPTION\" target=\"_blank\" rel=\"nofollow\">patent<\/a> called \u2018Systems and methods for adapting a <a href=\"https:\/\/analyticsindiamag.com\/recurrent-neural-network-in-pytorch-for-text-generation\/\">neural network<\/a> on a hardware platform.\u2019 In the patent, they described the systems and methods to select a neural network model configuration that satisfies all constraints.<\/p>\n<p>According to the patent, the constraints mainly include an embodiment that computes a list of valid configurations and a constraint satisfaction solver to classify valid configurations for the particular platform, where the <a href=\"https:\/\/analyticsindiamag.com\/hands-on-guide-to-create-ensemble-of-convolutional-neural-networks\/\">neural network model<\/a> will run efficiently.<\/p>\n<p><b><strong>The Reason Behind the Patent<\/strong><\/b>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Recently, Tesla filed a patent called \u2018Systems and methods for adapting a neural network on a hardware platform.\u2019 In the patent, they described the systems and methods to select a neural network model configuration that satisfies all constraints. According to the patent, the constraints mainly include an embodiment that computes a list of valid configurations [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-109949","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/109949","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=109949"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/109949\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=109949"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=109949"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=109949"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}