{"id":215662,"date":"2025-06-09T17:03:04","date_gmt":"2025-06-09T22:03:04","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/06\/quantum-machine-learning-small-scale-photonic-quantum-processor-can-already-outperform-classical-counterparts"},"modified":"2025-06-09T17:03:04","modified_gmt":"2025-06-09T22:03:04","slug":"quantum-machine-learning-small-scale-photonic-quantum-processor-can-already-outperform-classical-counterparts","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/06\/quantum-machine-learning-small-scale-photonic-quantum-processor-can-already-outperform-classical-counterparts","title":{"rendered":"Quantum machine learning: Small-scale photonic quantum processor can already outperform classical counterparts"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/quantum-machine-learning-small-scale-photonic-quantum-processor-can-already-outperform-classical-counterparts2.jpg\"><\/a><\/p>\n<p>One of the current hot research topics is the combination of two of the most recent technological breakthroughs: machine learning and quantum computing.<\/p>\n<p>An experimental study shows that already small-scale quantum computers can boost the performance of <a href=\"https:\/\/phys.org\/tags\/machine+learning\/\" rel=\"tag\" class=\"\">machine learning<\/a> algorithms.<\/p>\n<p>This was demonstrated on a photonic quantum processor by an international team of researchers at the University of Vienna. The work, <a href=\"https:\/\/www.nature.com\/articles\/s41566-025-01682-5\" target=\"_blank\">published<\/a> in <i>Nature Photonics<\/i>, shows promising <a href=\"https:\/\/phys.org\/tags\/new+applications\/\" rel=\"tag\" class=\"\">new applications<\/a> for optical quantum computers.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>One of the current hot research topics is the combination of two of the most recent technological breakthroughs: machine learning and quantum computing. An experimental study shows that already small-scale quantum computers can boost the performance of machine learning algorithms. This was demonstrated on a photonic quantum processor by an international team of researchers at [\u2026]<\/p>\n","protected":false},"author":511,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,1617,6],"tags":[],"class_list":["post-215662","post","type-post","status-publish","format-standard","hentry","category-information-science","category-quantum-physics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/215662","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\/511"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=215662"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/215662\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=215662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=215662"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=215662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}