{"id":228670,"date":"2025-09-04T16:24:21","date_gmt":"2025-09-04T08:24:21","guid":{"rendered":"https:\/\/www.cpr.cuhk.edu.hk\/?post_type=press&#038;p=228670"},"modified":"2025-09-04T16:24:21","modified_gmt":"2025-09-04T08:24:21","slug":"cuhk-develops-a-lightweight-error-tolerant-stochastic-computing-architecture-enhancing-visual-processing-efficiency-in-edge-devices-to-open-a-new-chapter-in-ai-development","status":"publish","type":"press","link":"https:\/\/www.cpr.cuhk.edu.hk\/tc\/press\/cuhk-develops-a-lightweight-error-tolerant-stochastic-computing-architecture-enhancing-visual-processing-efficiency-in-edge-devices-to-open-a-new-chapter-in-ai-development\/","title":{"rendered":"\u4e2d\u5927\u6210\u529f\u7814\u767c\u8f15\u91cf\u3001\u9ad8\u5bb9\u932f\u7684\u96a8\u6a5f\u904b\u7b97\u67b6\u69cb  \u63d0\u5347\u908a\u7de3\u8a2d\u5099\u8996\u89ba\u8655\u7406\u6548\u80fd 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<\/strong><strong>\u5bb9\u932f\u80fd\u529b\u9054<\/strong><strong>50%<\/strong><strong>\u00a0 <\/strong><strong>\u52a9\u529b\u81ea\u52d5\u99d5\u99db\u8207\u91ab\u5b78\u5f71\u50cf\u8a3a\u65b7<\/strong><\/p>\r\n<p>\u7814\u7a76\u5718\u968a\u8a2d\u8a08\u4e86\u61c9\u7528\u61b6\u963b\u5668\u7279\u6027\u7684\u96a8\u6a5f\u6578\u7de8\u78bc\u5668\uff0c\u4e26\u8207\u908f\u8f2f\u904b\u7b97\u7d50\u5408\uff0c\u69cb\u5efa\u51fa\u8f15\u91cf\u5316\u7684\u96a8\u6a5f\u908f\u8f2f\u55ae\u5143\u3002\u96a8\u6a5f\u6578\u7de8\u78bc\u5668\u5c07\u6578\u64da\u7de8\u78bc\u70ba\u5177\u826f\u597d\u53ef\u63a7\u6027\u7684\u96a8\u6a5f\u6578\uff0c\u9032\u884c\u57fa\u65bc\u6982\u7387\u7684\u908f\u8f2f\u904b\u7b97\u3002\u5718\u968a\u4ee5\u300c\u7f85\u4f2f\u8328\u4ea4\u53c9\u7b97\u5b50<a href=\"#_ftn3\" name=\"_ftnref3\">[3]<\/a>\u300d\u9032\u884c\u5be6\u9ad4\u6e2c\u8a66\uff0c\u6210\u529f\u63d0\u53d6\u5716\u50cf\u7684\u8f2a\u5ed3\u548c\u7d0b\u7406\u3002\u6e2c\u8a66\u7d50\u679c\u986f\u793a\uff0c\u65b0\u6280\u8853\u53ef\u5c07\u80fd\u8017\u964d\u4f4e\u591a\u905495%\uff0c\u5373\u4f7f\u5728\u5bb9\u5fcd50%\u4f4d\u5143\u932f\u8aa4\u7684\u60c5\u6cc1\u4e0b\uff0c\u4ecd\u80fd\u7dad\u6301\u7a69\u5b9a\u7684\u5716\u50cf\u8655\u7406\u6548\u679c\uff0c\u5c55\u73fe\u51fa\u5353\u8d8a\u7684\u80fd\u6e90\u6548\u7387\u8207\u7cfb\u7d71\u97cc\u6027\u3002<\/p>\r\n<p>\u8ad6\u6587\u901a\u8a0a\u4f5c\u8005\u3001\u4e2d\u5927\u96fb\u5b50\u5de5\u7a0b\u5b78\u7cfb\u52a9\u7406\u6559\u6388\u80e1\u570b\u83ef\u6559\u6388\u8868\u793a\uff1a\u300c\u76ee\u524d\u7814\u7a76\u6210\u679c\u4ee4\u4eba\u9f13\u821e\uff0c\u60df\u8981\u5be6\u73fe\u5927\u898f\u6a21\u61c9\u7528\uff0c\u4ecd\u9700\u514b\u670d\u591a\u9805\u6311\u6230\uff0c\u5305\u62ec\u61b6\u963b\u5668\u8207\u5468\u908a\u96fb\u8def\u7684\u6574\u5408\uff0c\u4ee5\u53ca\u5927\u898f\u6a21\u96fb\u8def\u96c6\u6210\u7684\u64cd\u4f5c\u554f\u984c\u3002\u6b64\u5916\uff0c\u61b6\u963b\u5668\u7684\u7522\u54c1\u8cea\u7d20\u4ea6\u662f\u5927\u898f\u6a21\u61c9\u7528\u7684\u95dc\u9375\u554f\u984c\uff0c\u4e0d\u540c\u5143\u4ef6\u9593\u7684\u88fd\u9020\u5dee\u7570\u4ea6\u6703\u5c0d\u6280\u8853\u7684\u53ef\u9760\u6027\u8207\u548c\u6548\u80fd\u9020\u6210\u660e\u986f\u5f71\u97ff\u3002\u300d<\/p>\r\n<p>\u8ad6\u6587\u7b2c\u4e00\u4f5c\u8005\u5b8b\u6a02\u51f1\u535a\u58eb\u8868\u793a\uff0c\u672a\u4f86\u5c07\u5c31\u61b6\u963b\u5668\u3001\u96a8\u6a5f\u6578\u7de8\u78bc\u5668\u53ca\u5468\u908a\u96fb\u8def\u9032\u884c\u6574\u5408\u8207\u512a\u5316\uff0c\u4e26\u900f\u904e\u786c\u4ef6\u8207\u6f14\u7b97\u6cd5\u7684\u5354\u540c\u8a2d\u8a08\uff0c\u4ee5\u89e3\u6c7a\u96fb\u8def\u566a\u97f3\u8207\u5ef6\u9072\u7b49\u554f\u984c\uff0c\u9032\u4e00\u6b65\u63d0\u5347\u7cfb\u7d71\u7a69\u5b9a\u6027\u8207\u64f4\u5c55\u6027\u3002\u5118\u7ba1\u5982\u6b64\uff0c\u7814\u7a76\u5718\u968a\u8a8d\u70ba\u6b64\u6280\u8853\u5c07\u70ba\u81ea\u52d5\u99d5\u99db\u3001\u865b\u64ec\u5be6\u5883\uff08VR\uff09\u3001\u64f4\u589e\u5be6\u5883(AR)\uff0c\u4ee5\u81f3\u91ab\u5b78\u5f71\u50cf\u8a3a\u65b7\u7b49\uff0c\u9700\u8981\u8f15\u91cf\u5316\u8a08\u7b97\u53ca\u9ad8\u5bb9\u932f\u7684\u908a\u7de3\u8996\u89baAI\u7cfb\u7d71\uff0c\u958b\u95e2\u5d84\u65b0\u7684\u767c\u5c55\u8def\u5f91\u3002<\/p>\r\n<p>\u7814\u7a76\u5168\u6587\uff0c\u8acb\u53c3\u95b1\uff1a<a href=\"https:\/\/www.nature.com\/articles\/s41467-025-59872-2\">https:\/\/www.nature.com\/articles\/s41467-025-59872-2<\/a><\/p>\r\n<p><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a> \u908a\u7de3\u8a2d\u5099\uff08Edge device\uff09\u662f\u4f4d\u65bc\u7db2\u7d61\u908a\u754c\u7684\u7d42\u7aef\u88dd\u7f6e\uff0c\u4f5c\u70ba\u73fe\u5be6\u4e16\u754c\u8207\u7db2\u7d61\u4e4b\u9593\u7684\u63a5\u53e3\uff0c\u80fd\u5920\u5728\u6578\u64da\u6e90\u982d\u9644\u8fd1\u76f4\u63a5\u9032\u884c\u63a1\u96c6\u6216\u904b\u7b97\u8655\u7406\uff0c\u4f8b\u5982\u611f\u61c9\u5668\u3001\u667a\u80fd\u624b\u6a5f\u3001\u8def\u7531\u5668\u548c\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u7b49\u3002<\/p>\r\n<p><a href=\"#_ftnref2\" name=\"_ftn2\">[2]<\/a> \u908a\u7de3\u6aa2\u6e2c\uff08Edge detection\uff09\u662f\u5716\u50cf\u8655\u7406\u548c\u8a08\u7b97\u6a5f\u8996\u89ba\u7684\u91cd\u8981\u4efb\u52d9\uff0c\u5176\u76ee\u7684\u662f\u6a19\u8b58\u5716\u50cf\u4e2d\u4eae\u5ea6\u8b8a\u5316\u660e\u986f\u7684\u9ede\u3002\u908a\u7de3\u6aa2\u6e2c\u662f\u5716\u50cf\u8655\u7406\u548c\u96fb\u8166\u8996\u89ba\u4e2d\uff0c\u5c24\u5176\u662f\u7279\u5fb5\u6aa2\u6e2c\u4e2d\u7684\u4e00\u500b\u7814\u7a76\u9818\u57df\u3002<\/p>\r\n<p><a href=\"#_ftnref3\" name=\"_ftn3\">[3]<\/a> \u7f85\u4f2f\u8328\u4ea4\u53c9\u7b97\u5b50\uff08Roberts cross\uff09\u662f\u7528\u65bc\u5716\u50cf\u8655\u7406\u53ca\u96fb\u8166\u8996\u89ba\u4e2d\u7684\u908a\u7de3\u6aa2\u6e2c\u6280\u8853\uff0c\u901a\u904e\u8a08\u7b97\u4e00\u5e45\u5716\u8c61\u4e2d\u5c0d\u89d2\u7dda\u65b9\u5411\u76f8\u9130\u5716\u50cf\u7684\u7070\u5ea6\u5dee\u7570\u503c\uff0c\u4e26\u4ee5\u8fd1\u4f3c\u68af\u5ea6\u5e45\u503c\u9032\u884c\u908a\u7de3\u5b9a\u4f4d\u3002<\/p>","show_as_achievement":false,"achievement_category":[],"show_as_clarification":false,"show_as_announcement":false,"photos":[{"photo":228674,"caption":"\u7814\u7a76\u5718\u968a\u5229\u7528\u65b0\u6280\u8853\u5728\u300a\u98db\u99b3\u4e2d\u7684\u99ac\u300b\u7684\u7b2c\u4e00\u5f35\u5716\u7247\u4e0a\uff0c\u5b8c\u6210\u4e86\u7f85\u4f2f\u8328\u4ea4\u53c9\u7b97\u5b50\u7684\u5be6\u9ad4\u6e2c\u8a66\uff0c\u6210\u529f\u63d0\u53d6\u5716\u50cf\u7684\u8f2a\u5ed3\u548c\u7d0b\u7406\uff0c\u5c55\u73fe\u51fa\u6e1b\u8f15\u904b\u7b97\u6210\u672c\u548c\u9ad8\u5bb9\u932f\u7684\u512a\u52e2\u3002"}],"attachments":[{"text":"\u6709\u95dc\u9999\u6e2f\u4e2d\u6587\u5927\u5b78","link":"","file":228682}],"video_source":"","video_file":"","add_play_button":false,"video_caption":"","show_migration":false,"original_id":0,"photos_original":null,"attachments_original":null},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.cpr.cuhk.edu.hk\/tc\/wp-json\/wp\/v2\/press\/228670","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cpr.cuhk.edu.hk\/tc\/wp-json\/wp\/v2\/press"}],"about":[{"href":"https:\/\/www.cpr.cuhk.edu.hk\/tc\/wp-json\/wp\/v2\/types\/press"}],"version-history":[{"count":8,"href":"https:\/\/www.cpr.cuhk.edu.hk\/tc\/wp-json\/wp\/v2\/press\/228670\/revisions"}],"predecessor-version":[{"id":228685,"href":"https:\/\/www.cpr.cuhk.edu.hk\/tc\/wp-json\/wp\/v2\/press\/228670\/revisions\/228685"}],"wp:attachment":[{"href":"https:\/\/www.cpr.cuhk.edu.hk\/tc\/wp-json\/wp\/v2\/media?parent=228670"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cpr.cuhk.edu.hk\/tc\/wp-json\/wp\/v2\/tags?post=228670"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}