{"id":192676,"date":"2024-07-09T23:25:46","date_gmt":"2024-07-10T04:25:46","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/07\/flexible-multitask-computation-in-recurrent-networks-utilizes-shared-dynamical-motifs"},"modified":"2024-07-09T23:25:46","modified_gmt":"2024-07-10T04:25:46","slug":"flexible-multitask-computation-in-recurrent-networks-utilizes-shared-dynamical-motifs","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/07\/flexible-multitask-computation-in-recurrent-networks-utilizes-shared-dynamical-motifs","title":{"rendered":"Flexible multitask computation in recurrent networks utilizes shared dynamical motifs"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/flexible-multitask-computation-in-recurrent-networks-utilizes-shared-dynamical-motifs2.jpg\"><\/a><\/p>\n<p>The authors identify reusable \u2018dynamical motifs\u2019 in artificial neural networks. These motifs enable flexible recombination of previously learned capabilities, promoting modular, compositional computation and rapid transfer learning. This discovery sheds light on the fundamental building blocks of intelligent behavior.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The authors identify reusable \u2018dynamical motifs\u2019 in artificial neural networks. These motifs enable flexible recombination of previously learned capabilities, promoting modular, compositional computation and rapid transfer learning. This discovery sheds light on the fundamental building blocks of intelligent behavior.<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-192676","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/192676","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\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=192676"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/192676\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=192676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=192676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=192676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}