{"id":12068,"date":"2020-01-01T00:00:00","date_gmt":"2020-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2020\/training-neural-networks-for-sensor\/"},"modified":"2022-01-20T14:26:19","modified_gmt":"2022-01-20T22:26:19","slug":"training-neural-networks-for-sensor","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2020\/training-neural-networks-for-sensor\/","title":{"rendered":"Training Neural Networks for Sensor"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Syntiant<\/span> <span class=\"project-dept-year\">Engineering, 2019-20<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Dave Garrett, Atul Gupta<br \/>\n<strong>Advisor(s):<\/strong> David Harris<br \/>\n<strong>Students(s):<\/strong> Henry Limm (TL-S), Will McDonald, Vicki Moran (TL-F), Taylor Sloop, Maxime Vienne (FE-F), Yaqub Mahsud (S)<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Syntiant\u2019s Neural Decision Processor, the NDP101, can run a small neural network at a low energy cost, running off a coin cell battery. Currently, the NDP101 is used in devices to listen for words that activate a voice assistant. The Harvey Mudd Syntiant Clinic team explores the use of the NDP101 in a new setting. Instead of using a microphone, the team uses a sensor that measures movements. This sensor is part of a prototype that uses the NDP101\u2019s neural network to recognize distinct hand gestures that a smartwatch might experience in daily use.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Syntiant Engineering, 2019-20 Liaison(s): Dave Garrett, Atul Gupta Advisor(s): David Harris Students(s): Henry Limm (TL-S), Will McDonald, Vicki Moran (TL-F), [&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":[657,164,659],"tags":[620],"class_list":["post-12068","post","type-post","status-publish","format-standard","hentry","category-admin","category-engineering","category-entrepreneurship","tag-syntiant"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12068","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=12068"}],"version-history":[{"count":1,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12068\/revisions"}],"predecessor-version":[{"id":13134,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12068\/revisions\/13134"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12068"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12068"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12068"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}