{"id":1466,"date":"2023-07-10T13:14:47","date_gmt":"2023-07-10T12:14:47","guid":{"rendered":"http:\/\/pages.di.unipi.it\/bacciu\/?p=1466"},"modified":"2024-01-02T13:15:32","modified_gmt":"2024-01-02T12:15:32","slug":"talk-at-deep-learning-workshop-in-trento","status":"publish","type":"post","link":"https:\/\/pages.di.unipi.it\/bacciu\/2023\/07\/10\/talk-at-deep-learning-workshop-in-trento\/","title":{"rendered":"Talk at Deep Learning Workshop in Trento"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Here is a video of my recent talk on &#8220;Shaping Neural Networks with Dynamical Systems&#8221; at the <a href=\"https:\/\/dl2023.fbk.eu\/\" data-type=\"URL\" data-id=\"https:\/\/dl2023.fbk.eu\/\">DEEP LEARNING: Theory, Algorithms, and Applications 2023 Workshop in Trento.<\/a><br><br>In this 25min video I discuss the fundamentals of using dynamical systems&#8217; concepts to imbue non-dissipation properties in neural networks and how we leverage dynamical systems as NNs building blocks in our <a href=\"https:\/\/www.linkedin.com\/company\/eic-emerge\/\">EMERGE Project<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Video URL: <a href=\"https:\/\/drive.google.com\/file\/d\/1RX8b-nCYqgR0sIOZLSkdrxDN35uLMG25\/view\">https:\/\/drive.google.com\/file\/d\/1RX8b-nCYqgR0sIOZLSkdrxDN35uLMG25\/view<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here is a video of my recent talk on &#8220;Shaping Neural Networks with Dynamical Systems&#8221; at the DEEP LEARNING: Theory, Algorithms, and Applications 2023 Workshop in Trento. In this 25min video I discuss the fundamentals of using dynamical systems&#8217; concepts to imbue non-dissipation properties in neural networks and how we leverage dynamical systems as NNs [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10,3,4,12],"tags":[],"class_list":["post-1466","post","type-post","status-publish","format-standard","hentry","category-deep-learning-research","category-news","category-research","category-talk"],"_links":{"self":[{"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/posts\/1466","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/comments?post=1466"}],"version-history":[{"count":1,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/posts\/1466\/revisions"}],"predecessor-version":[{"id":1467,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/posts\/1466\/revisions\/1467"}],"wp:attachment":[{"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/media?parent=1466"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/categories?post=1466"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pages.di.unipi.it\/bacciu\/wp-json\/wp\/v2\/tags?post=1466"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}