{"id":207,"date":"2022-06-30T07:21:47","date_gmt":"2022-06-30T07:21:47","guid":{"rendered":"https:\/\/neuromorphicrobotics.com\/?p=207"},"modified":"2024-02-08T02:57:42","modified_gmt":"2024-02-08T02:57:42","slug":"how-to-enable-robotics-with-neuromorphic-computing-hardware-and-neural-architectures","status":"publish","type":"post","link":"https:\/\/braininspiredrobotics.com\/?p=207","title":{"rendered":"How to enable robotics with neuromorphic computing hardware and neural architectures?"},"content":{"rendered":"<p style=\"text-align: justify;\">Yulia Sandamirskaya and Mohsen Kaboli and Jorg Conradt and Tansu Celikel. <a href=\"https:\/\/www.science.org\/doi\/10.1126\/scirobotics.abl8419\"><strong>Neuromorphic computing hardware and neural architectures for robotics<\/strong><\/a>. Science Robotics. 2022, 7(67). DOI: 10.1126\/scirobotics.abl8419<\/p>\n<p style=\"text-align: justify;\">Abstract<br \/>\n&#8220;<span style=\"color: #ff0000;\"><strong>Neuromorphic hardware enables fast and power-efficient neural network\u2013based artificial intelligence that is well suited to solving robotic tasks<\/strong><\/span>. Neuromorphic algorithms can be further developed following neural computing principles and neural network architectures inspired by biological neural systems. In this Viewpoint, <strong><span style=\"color: #ff0000;\">we provide an overview of recent insights from neuroscience that could enhance signal processing in artificial neural networks on chip and unlock innovative applications in robotics and autonomous intelligent systems<\/span><\/strong>. These insights uncover <strong><span style=\"color: #ff0000;\">computing principles, primitives, and algorithms<\/span> <\/strong>on different levels of abstraction and call for more research into the basis of neural computation and neuronally inspired computing hardware.&#8221;<\/p>\n<p style=\"text-align: justify;\">Yulia Sandamirskaya and Mohsen Kaboli and Jorg Conradt and Tansu Celikel. <a href=\"https:\/\/www.science.org\/doi\/10.1126\/scirobotics.abl8419\"><strong>Neuromorphic computing hardware and neural architectures for robotics<\/strong><\/a>. Science Robotics. 2022, 7(67). DOI: 10.1126\/scirobotics.abl8419<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yulia Sandamirskaya and Mohsen Kaboli and Jorg Conradt and Tansu Celikel. Neuromorphic computing hardware and neural architectures for robotics. Science Robotics. 2022, 7(67). DOI: 10.1126\/scirobotics.abl8419 Abstract &#8220;Neuromorphic hardware enables fast and power-efficient neural network\u2013based artificial intelligence that is well suited to solving robotic tasks. Neuromorphic algorithms can be further developed following neural computing principles and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,7],"tags":[42,13,11],"class_list":["post-207","post","type-post","status-publish","format-standard","hentry","category-neuromorphic-computing","category-neuromorphic-robotics","tag-neural-architectures","tag-neuromorphic-computing","tag-neuromorphic-robotics"],"_links":{"self":[{"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=\/wp\/v2\/posts\/207","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=207"}],"version-history":[{"count":1,"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=\/wp\/v2\/posts\/207\/revisions"}],"predecessor-version":[{"id":208,"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=\/wp\/v2\/posts\/207\/revisions\/208"}],"wp:attachment":[{"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=207"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=207"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/braininspiredrobotics.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=207"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}