{"id":2560,"date":"2023-11-23T11:12:49","date_gmt":"2023-11-23T10:12:49","guid":{"rendered":"https:\/\/cbpr.center\/?post_type=vacancies&#038;p=2560"},"modified":"2023-11-23T11:12:49","modified_gmt":"2023-11-23T10:12:49","slug":"master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series","status":"publish","type":"vacancies","link":"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/","title":{"rendered":"Master Thesis: Improved prosthetic control leveraging deep learning on time-series"},"content":{"rendered":"<p class=\"MsoNormal\"><b><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">Description: <\/span><\/b><\/p>\n<p class=\"MsoNormal\"><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">A prosthetic limb is commonly controlled by interpreting myoelectric signals from the muscles left after amputation. Currently we use different deep learning approaches to predict which movement the prosthesis user is intending to execute to accomplish a task (check out this <\/span><span lang=\"en-SE\"><a href=\"https:\/\/www.youtube.com\/watch?v=yC24WRoGIe8\"><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">video<\/span><\/a><\/span><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\"> of a patient using one of the current algorithms). A promising, yet unexplored, avenue to improve movement predictions is to consider the chronology of the acquired data, i.e. to consider the acquired data as a time series. In this project, you\u2019d be implementing, testing, and comparing different time-series prediction algorithms with the aim to improve prosthetic control accuracy. <\/span><\/p>\n<p class=\"MsoNormal\"><b><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">Required field of study: <\/span><\/b><\/p>\n<p class=\"MsoNormal\"><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">Computer science and\/or engineering<\/span><\/p>\n<p class=\"MsoNormal\"><b><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">Required skills:<\/span><\/b><\/p>\n<p class=\"MsoNormal\"><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">Experience in machine learning (specifically deep learning) <\/span><\/p>\n<p class=\"MsoNormal\"><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">Matlab and\/or Python<\/span><\/p>\n<p class=\"MsoNormal\"><b><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">Project duration:<\/span><\/b><\/p>\n<p class=\"MsoNormal\"><span lang=\"EN-US\" style=\"mso-ansi-language: EN-US;\">30 or 60 ECTS <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Description: A prosthetic limb is commonly controlled by interpreting myoelectric signals from the muscles left after amputation. Currently we use different deep learning approaches to predict which movement the prosthesis user is intending to execute to accomplish a task (check out this video of a patient using one of the current algorithms). A promising, yet &hellip; <a href=\"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/\">Fortsatt<\/a><\/p>\n","protected":false},"parent":0,"template":"","class_list":["post-2560","vacancies","type-vacancies","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.14 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Master Thesis: Improved prosthetic control leveraging deep learning on time-series - Center for Bionics and Pain Research<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Master Thesis: Improved prosthetic control leveraging deep learning on time-series - Center for Bionics and Pain Research\" \/>\n<meta property=\"og:description\" content=\"Description: A prosthetic limb is commonly controlled by interpreting myoelectric signals from the muscles left after amputation. Currently we use different deep learning approaches to predict which movement the prosthesis user is intending to execute to accomplish a task (check out this video of a patient using one of the current algorithms). A promising, yet &hellip; Fortsatt\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/\" \/>\n<meta property=\"og:site_name\" content=\"Center for Bionics and Pain Research\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/CBPR.se\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@CBPRse\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/\",\"url\":\"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/\",\"name\":\"Master Thesis: Improved prosthetic control leveraging deep learning on time-series - Center for Bionics and Pain Research\",\"isPartOf\":{\"@id\":\"https:\/\/cbpr.center\/sv\/#website\"},\"datePublished\":\"2023-11-23T10:12:49+00:00\",\"dateModified\":\"2023-11-23T10:12:49+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/#breadcrumb\"},\"inLanguage\":\"sv-SE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/cbpr.center\/sv\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Master Thesis: Improved prosthetic control leveraging deep learning on time-series\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/cbpr.center\/sv\/#website\",\"url\":\"https:\/\/cbpr.center\/sv\/\",\"name\":\"Center for Bionics and Pain Research\",\"description\":\"Technologies that alleviate disability and pain\",\"publisher\":{\"@id\":\"https:\/\/cbpr.center\/sv\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/cbpr.center\/sv\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"sv-SE\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/cbpr.center\/sv\/#organization\",\"name\":\"Center for Bionics and Pain Research\",\"url\":\"https:\/\/cbpr.center\/sv\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"sv-SE\",\"@id\":\"https:\/\/cbpr.center\/sv\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/i0.wp.com\/cbpr.center\/app\/uploads\/2022\/11\/CBPR_Logo_brighter_blue.png?fit=2000%2C678&ssl=1\",\"contentUrl\":\"https:\/\/i0.wp.com\/cbpr.center\/app\/uploads\/2022\/11\/CBPR_Logo_brighter_blue.png?fit=2000%2C678&ssl=1\",\"width\":2000,\"height\":678,\"caption\":\"Center for Bionics and Pain Research\"},\"image\":{\"@id\":\"https:\/\/cbpr.center\/sv\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.instagram.com\/cbpr.se\",\"https:\/\/www.linkedin.com\/company\/cbprse\",\"https:\/\/www.tiktok.com\/@cbpr.se\",\"https:\/\/www.facebook.com\/CBPR.se\",\"https:\/\/twitter.com\/CBPRse\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Master Thesis: Improved prosthetic control leveraging deep learning on time-series - Center for Bionics and Pain Research","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/","og_locale":"sv_SE","og_type":"article","og_title":"Master Thesis: Improved prosthetic control leveraging deep learning on time-series - Center for Bionics and Pain Research","og_description":"Description: A prosthetic limb is commonly controlled by interpreting myoelectric signals from the muscles left after amputation. Currently we use different deep learning approaches to predict which movement the prosthesis user is intending to execute to accomplish a task (check out this video of a patient using one of the current algorithms). A promising, yet &hellip; Fortsatt","og_url":"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/","og_site_name":"Center for Bionics and Pain Research","article_publisher":"https:\/\/www.facebook.com\/CBPR.se","twitter_card":"summary_large_image","twitter_site":"@CBPRse","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/","url":"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/","name":"Master Thesis: Improved prosthetic control leveraging deep learning on time-series - Center for Bionics and Pain Research","isPartOf":{"@id":"https:\/\/cbpr.center\/sv\/#website"},"datePublished":"2023-11-23T10:12:49+00:00","dateModified":"2023-11-23T10:12:49+00:00","breadcrumb":{"@id":"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/#breadcrumb"},"inLanguage":"sv-SE","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/cbpr.center\/sv\/vacancies\/master-thesis-improved-prosthetic-control-leveraging-deep-learning-on-time-series\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cbpr.center\/sv\/"},{"@type":"ListItem","position":2,"name":"Master Thesis: Improved prosthetic control leveraging deep learning on time-series"}]},{"@type":"WebSite","@id":"https:\/\/cbpr.center\/sv\/#website","url":"https:\/\/cbpr.center\/sv\/","name":"Center for Bionics and Pain Research","description":"Technologies that alleviate disability and pain","publisher":{"@id":"https:\/\/cbpr.center\/sv\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cbpr.center\/sv\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"sv-SE"},{"@type":"Organization","@id":"https:\/\/cbpr.center\/sv\/#organization","name":"Center for Bionics and Pain Research","url":"https:\/\/cbpr.center\/sv\/","logo":{"@type":"ImageObject","inLanguage":"sv-SE","@id":"https:\/\/cbpr.center\/sv\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/cbpr.center\/app\/uploads\/2022\/11\/CBPR_Logo_brighter_blue.png?fit=2000%2C678&ssl=1","contentUrl":"https:\/\/i0.wp.com\/cbpr.center\/app\/uploads\/2022\/11\/CBPR_Logo_brighter_blue.png?fit=2000%2C678&ssl=1","width":2000,"height":678,"caption":"Center for Bionics and Pain Research"},"image":{"@id":"https:\/\/cbpr.center\/sv\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.instagram.com\/cbpr.se","https:\/\/www.linkedin.com\/company\/cbprse","https:\/\/www.tiktok.com\/@cbpr.se","https:\/\/www.facebook.com\/CBPR.se","https:\/\/twitter.com\/CBPRse"]}]}},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/cbpr.center\/sv\/wp-json\/wp\/v2\/vacancies\/2560","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cbpr.center\/sv\/wp-json\/wp\/v2\/vacancies"}],"about":[{"href":"https:\/\/cbpr.center\/sv\/wp-json\/wp\/v2\/types\/vacancies"}],"wp:attachment":[{"href":"https:\/\/cbpr.center\/sv\/wp-json\/wp\/v2\/media?parent=2560"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}