{"id":194477,"date":"2024-08-13T11:26:10","date_gmt":"2024-08-13T16:26:10","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/08\/single-neuromorphic-memristor-closely-emulates-multiple-synaptic-mechanisms-for-energy-efficient-neural-networks"},"modified":"2024-08-13T11:26:10","modified_gmt":"2024-08-13T16:26:10","slug":"single-neuromorphic-memristor-closely-emulates-multiple-synaptic-mechanisms-for-energy-efficient-neural-networks","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/08\/single-neuromorphic-memristor-closely-emulates-multiple-synaptic-mechanisms-for-energy-efficient-neural-networks","title":{"rendered":"Single neuromorphic memristor closely emulates multiple synaptic mechanisms for energy efficient neural networks"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/single-neuromorphic-memristor-closely-emulates-multiple-synaptic-mechanisms-for-energy-efficient-neural-networks.jpg\"><\/a><\/p>\n<p>Biological neural networks demonstrate complex memory and plasticity functions. This work proposes a single memristor based on SrTiO3 that emulates six synaptic functions for energy efficient operation. The bio-inspired deep neural network is trained to play Atari Pong, a complex reinforcement learning task in a dynamic environment.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Biological neural networks demonstrate complex memory and plasticity functions. This work proposes a single memristor based on SrTiO3 that emulates six synaptic functions for energy efficient operation. The bio-inspired deep neural network is trained to play Atari Pong, a complex reinforcement learning task in a dynamic environment.<\/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-194477","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\/194477","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=194477"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/194477\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=194477"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=194477"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=194477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}