{"id":13287,"date":"2022-01-01T00:00:00","date_gmt":"2022-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/?p=13287"},"modified":"2022-05-16T09:11:01","modified_gmt":"2022-05-16T16:11:01","slug":"neural-decision-processors-for-smart-home-applications","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2022\/neural-decision-processors-for-smart-home-applications\/","title":{"rendered":"Neural Decision Processors for Smart Home Applications"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Syntiant<\/span> <span class=\"project-dept-year\">Engineering, 2021\u201322<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> David Garrett, William McDonald &#8217;20<br \/>\n<strong>Advisor(s):<\/strong> Daniel Contreras<br \/>\n<strong>Students(s):<\/strong> Marco Conati(TL-S), Alexandra Loumidis(TL-F), Yoo-Jin Hwang, Kevin Kong, Kip Macsai-Goren<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Syntiant Corporation produces ultra-low power, high-performance neural decision processors for use in machine learning applications. This project aims to integrate a 9-axis inertial measurement unit(IMU) with one of their Neural Decision Processors, the NDP120, in order to create a event detection system capable of monitoring door motion in the home for security purposes. To this end, the team is developing a custom PCB along with ML-enabled software for estimating door states and identifying key events.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Syntiant Engineering, 2021\u201322 Liaison(s): David Garrett, William McDonald &#8217;20 Advisor(s): Daniel Contreras Students(s): Marco Conati(TL-S), Alexandra Loumidis(TL-F), Yoo-Jin Hwang, Kevin [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[164],"tags":[620],"class_list":["post-13287","post","type-post","status-publish","format-standard","hentry","category-engineering","tag-syntiant"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13287","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=13287"}],"version-history":[{"count":1,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13287\/revisions"}],"predecessor-version":[{"id":13310,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13287\/revisions\/13310"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=13287"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=13287"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=13287"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}