{"id":204399,"date":"2025-01-23T22:25:26","date_gmt":"2025-01-24T04:25:26","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/01\/dendrites-endow-artificial-neural-networks-with-accurate-robust-and-parameter-efficient-learning"},"modified":"2025-01-23T22:25:26","modified_gmt":"2025-01-24T04:25:26","slug":"dendrites-endow-artificial-neural-networks-with-accurate-robust-and-parameter-efficient-learning","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/01\/dendrites-endow-artificial-neural-networks-with-accurate-robust-and-parameter-efficient-learning","title":{"rendered":"Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/dendrites-endow-artificial-neural-networks-with-accurate-robust-and-parameter-efficient-learning.jpg\"><\/a><\/p>\n<p>Artificial neural networks, central to deep learning, are powerful but energy-consuming and prone to overfitting. The authors propose a network design inspired by biological dendrites, which offers better robustness and efficiency, using fewer trainable parameters, thus enhancing precision and resilience in artificial neural networks.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial neural networks, central to deep learning, are powerful but energy-consuming and prone to overfitting. The authors propose a network design inspired by biological dendrites, which offers better robustness and efficiency, using fewer trainable parameters, thus enhancing precision and resilience in artificial neural networks.<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,6],"tags":[],"class_list":["post-204399","post","type-post","status-publish","format-standard","hentry","category-biological","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/204399","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=204399"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/204399\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=204399"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=204399"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=204399"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}