{"id":2741,"date":"2022-11-17T10:36:53","date_gmt":"2022-11-17T00:36:53","guid":{"rendered":"https:\/\/www.cognav.net\/?p=2741"},"modified":"2022-11-17T10:36:53","modified_gmt":"2022-11-17T00:36:53","slug":"when-and-why-grid-cells-appear-or-not-in-trained-path-integrators","status":"publish","type":"post","link":"https:\/\/braininspirednavigation.com\/?p=2741","title":{"rendered":"When and why grid cells appear or not in trained path integrators?"},"content":{"rendered":"<p style=\"text-align: justify;\">Ben Sorscher, Gabriel C Mel, Aran Nayebi, Lisa Giocomo, Daniel Yamins, Surya Ganguli. <a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/2022.11.14.516537v1\"><strong>When and why grid cells appear or not in trained path integrators<\/strong><\/a>.\u00a0bioRxiv 2022.11.14.516537; doi: https:\/\/doi.org\/10.1101\/2022.11.14.516537<\/p>\n<p style=\"text-align: justify;\">Abstract<br \/>\n&#8220;Recent work has claimed that the emergence of grid cells from trained path-integrator circuits is a more fragile phenomenon than previously reported. In this note we critically assess the main analysis and simulation results underlying this claim, within the proper context of previously published theoretical work. <strong><span style=\"color: #ff0000;\">Our assessment reveals that the emergence of grid cells is entirely consistent with this prior theory: hexagonal grid cells robustly emerge precisely when prior theory predicts they should, and don&#8217;t when prior theory predicts they should not<\/span><\/strong>.&#8221;<\/p>\n<p style=\"text-align: justify;\">Ben Sorscher, Gabriel C Mel, Aran Nayebi, Lisa Giocomo, Daniel Yamins, Surya Ganguli. <a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/2022.11.14.516537v1\"><strong>When and why grid cells appear or not in trained path integrators<\/strong><\/a>.\u00a0bioRxiv 2022.11.14.516537; doi: https:\/\/doi.org\/10.1101\/2022.11.14.516537<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ben Sorscher, Gabriel C Mel, Aran Nayebi, Lisa Giocomo, Daniel Yamins, Surya Ganguli. When and why grid cells appear or not in trained path integrators.\u00a0bioRxiv 2022.11.14.516537; doi: https:\/\/doi.org\/10.1101\/2022.11.14.516537 Abstract &#8220;Recent work has claimed that the emergence of grid cells from trained path-integrator circuits is a more fragile phenomenon than previously reported. In this note we [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[96,376,849],"tags":[1123,103,1122],"_links":{"self":[{"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=\/wp\/v2\/posts\/2741"}],"collection":[{"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2741"}],"version-history":[{"count":1,"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=\/wp\/v2\/posts\/2741\/revisions"}],"predecessor-version":[{"id":2742,"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=\/wp\/v2\/posts\/2741\/revisions\/2742"}],"wp:attachment":[{"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/braininspirednavigation.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}