{"id":39852,"date":"2025-04-02T23:02:32","date_gmt":"2025-04-02T15:02:32","guid":{"rendered":"https:\/\/17aitech.com\/?p=39852"},"modified":"2025-04-02T23:02:32","modified_gmt":"2025-04-02T15:02:32","slug":"%e8%84%91%e6%b3%a2%e8%a7%a3%e7%a0%81%e5%bb%b6%e8%bf%9f%e4%bb%8580%e6%af%ab%e7%a7%92%ef%bc%8c%e5%ae%9e%e6%97%b6%e3%80%8c%e6%84%8f%e5%bf%b5%e5%af%b9%e8%af%9d%e3%80%8d%e6%8a%80%e6%9c%af%e7%99%bbnature","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39852","title":{"rendered":"\u8111\u6ce2\u89e3\u7801\u5ef6\u8fdf\u4ec580\u6beb\u79d2\uff0c\u5b9e\u65f6\u300c\u610f\u5ff5\u5bf9\u8bdd\u300d\u6280\u672f\u767bNature\u5b50\u520a"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-02-9\" target=\"_blank\">\u8111\u6ce2\u89e3\u7801\u5ef6\u8fdf\u4ec580\u6beb\u79d2\uff0c\u5b9e\u65f6\u300c\u610f\u5ff5\u5bf9\u8bdd\u300d\u6280\u672f\u767bNature\u5b50\u520a<\/a><\/p>\n<p>\u65e0\u6cd5\u8bf4\u8bdd\u7684\u4eba\uff0c\u73b0\u5728\u53ef\u4ee5\u901a\u8fc7\u5927\u8111\u626b\u63cf\u7684\u65b9\u5f0f\u5b9e\u65f6\u5730\u7528\u81ea\u5df1\u7684\u58f0\u97f3\u8bf4\u8bdd\u4e86\u3002\u6574\u4e2a\u8fc7\u7a0b\u6ca1\u6709\u5ef6\u8fdf\uff0c\u4e5f\u4e0d\u9700\u8981\u6253\u5b57\uff0c\u4e0d\u7528\u53d1\u51fa\u4efb\u4f55\u58f0\u97f3\u3002<\/p>\n<p>\u672c\u5468\uff0c\u8111\u673a\u63a5\u53e3\u7684\u6700\u65b0\u7814\u7a76\u5728\u793e\u4ea4\u7f51\u7edc\u4e0a\u5f15\u53d1\u4e86\u4eba\u4eec\u7684\u70ed\u70c8\u8ba8\u8bba\uff0c\u4e00\u4f4d\u63a8\u7279\u535a\u4e3b\u7684\u5e16\u5b50\u6d4f\u89c8\u91cf\u7a81\u7834\u4e86 150 \u4e07\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-4d24bcb35c149e428b98312efb037253.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-4d24bcb35c149e428b98312efb037253.png\"><\/a><\/section>\n<p>\u5148\u6765\u770b\u6548\u679c\u3002\u89c6\u9891\u4e2d\u7684\u53d7\u8bd5\u8005\u4e25\u91cd\u762b\u75ea\uff0c\u4e0d\u80fd\u8bb2\u8bdd\u3002\u5979\u7684\u5927\u8111\u6d3b\u52a8\u88ab\u89e3\u7801\u4e3a\u76ee\u6807\u53e5\u5b50\uff0c\u7136\u540e\u4f7f\u7528\u6587\u672c\u5230\u8bed\u97f3\u6a21\u578b\u4e00\u6b21\u5408\u6210\u4e00\u4e2a\u5355\u8bcd\u3002<\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u8fde\u63a5\u53d7\u8bd5\u8005\u5934\u90e8\u7684\u8bbe\u5907\uff08connector\uff09\u3002\u5c4f\u5e55\u4e0a\u51fa\u73b0\u4e86\u76ee\u6807\u53e5\u5b50\uff08target sentence\uff09\uff0c\u7136\u540e\u4ece\u5927\u8111\u6d3b\u52a8\u89e3\u7801\u6587\u672c\uff0c\u5e76\u5e94\u7528\u300c\u5355\u8bcd\u7ea7\u6587\u672c\u5230\u8bed\u97f3\u5408\u6210\u300d\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/HcgdYRHYQxRHuRvE7nbgbg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ba26ea4fbabd6419ce19f10221810e13.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ba26ea4fbabd6419ce19f10221810e13.png\"><\/a><\/a>\u63a5\u4e0b\u6765\u662f\u66f4\u591a\u7684\u793a\u4f8b\uff1a\u00a0<a href=\"https:\/\/mp.weixin.qq.com\/s\/HcgdYRHYQxRHuRvE7nbgbg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3e7e0440c11a1fe90666599b95b5e898.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3e7e0440c11a1fe90666599b95b5e898.png\"><\/a><\/a><\/p>\n<p>\u8bba\u6587\u4e00\u4f5c Kaylo T. Littlejohn \u53d1\u63a8\u5ba3\u4f20\u56e2\u961f\u7684\u6210\u679c\uff0c\u4ed6\u8868\u793a\uff0c\u8fd9\u79cd\u6d41\u5f0f\u300c\u8111\u8f6c\u8bed\u97f3\u300d\uff08brain-to-voice\uff09\u795e\u7ecf\u5047\u4f53\u53ef\u4ee5\u8ba9\u762b\u75ea\u60a3\u8005\u6062\u590d\u81ea\u7136\u3001\u6d41\u5229\u548c\u6e05\u6670\u7684\u8bed\u8a00\u80fd\u529b\u3002<\/p>\n<p>\u540c\u65f6\u4ed6\u5f3a\u8c03\uff0c\u6cdb\u5316\u80fd\u529b\u81f3\u5173\u91cd\u8981\uff0c\u968f\u7740\u5feb\u901f\u6539\u8fdb\u8bbe\u5907\uff0c\u73b0\u5728\u6784\u5efa\u7684\u89e3\u7801\u65b9\u6cd5\u5e94\u80fd\u8de8\u7528\u4f8b\u8f6c\u6362\uff08\u6bd4\u5982\u975e\u4fb5\u5165\u5f0f\u4e0e\u4fb5\u5165\u5f0f\u7684\u6743\u8861\uff09\uff0c\u5e76\u4e3a\u672a\u6765\u7684\u4e34\u5e8a\u8bed\u97f3\u795e\u7ecf\u5047\u4f53\u6253\u597d\u57fa\u7840\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e3ee3766edf69b624ce6f8ed0360ac76.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e3ee3766edf69b624ce6f8ed0360ac76.png\"><\/a><\/section>\n<p><strong>\u8fd9\u9879\u6280\u672f\u6210\u679c\u300c\u725b\u300d\u5728\u54ea\u91cc\uff1f<\/strong><\/p>\n<p>\u8981\u77e5\u9053\u5728\u6b64\u4e4b\u524d\uff0c\u6700\u597d\u7684\u8111\u673a\u63a5\u53e3\u7cfb\u7edf\u4e5f\u53ea\u80fd\u8ba9\u60a3\u8005\u4ee5\u6bcf\u5206\u949f 8-14 \u4e2a\u5b57\u7684\u901f\u5ea6\u300c\u6253\u5b57\u300d\u3002\u800c\u8fd9\u4e2a\u65b0\u7cfb\u7edf\u8f93\u51fa\u8bed\u97f3\u7684\u901f\u5ea6\u53ef\u4ee5\u8fbe\u5230\u6bcf\u5206\u949f 90+ \u4e2a\u82f1\u6587\u5355\u8bcd\uff0c\u800c\u4e14\u5b83\u4e0d\u4f7f\u7528\u4efb\u4f55\u53ef\u542c\u89c1\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u7528\u6237\u751a\u81f3\u4e0d\u9700\u8981\u5c1d\u8bd5\u53d1\u51fa\u58f0\u97f3\u3002<\/p>\n<p>\u8be5\u7814\u7a76\u6765\u81ea\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\uff08UC Berkeley\uff09\uff0c\u5df2\u7ecf\u767b\u4e0a\u4e86\u6700\u65b0\u4e00\u671f\u300a\u81ea\u7136\u300b\u5b50\u520a Nature Neuroscience\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e611632b8930b93998443fe1f8933cfe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e611632b8930b93998443fe1f8933cfe.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\uff1aA streaming brain-to-voice neuroprosthesis to restore naturalistic communication<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41593-025-01905-6<\/p>\n<\/li>\n<\/ul>\n<p>\u8be5\u7cfb\u7edf\u8f6c\u5f55\u7684\u76ee\u6807\u662f\u60a3\u8005\u5927\u8111\u7684\u8a00\u8bed\u8fd0\u52a8\u76ae\u5c42\uff0c\u91c7\u7528 253 \u901a\u9053 ECoG \u9635\u5217\uff0c\u6df1\u5ea6\u5b66\u4e60\u795e\u7ecf\u89e3\u7801\u5668\u7ecf\u8fc7 2.3 \u4e07\u6b21\u8f6c\u8bed\u97f3\u8bad\u7ec3\uff0c\u6784\u5efa\u4e86\u5ef6\u8fdf\u4ec5 80ms \u7684 RNN-T \u67b6\u6784\uff0c\u65e2\u53ef\u4ee5\u5408\u6210\u8bed\u97f3\u4e5f\u53ef\u4ee5\u8fdb\u884c\u5b9e\u65f6\u8f6c\u5f55\uff0c\u97f3\u8272\u6a21\u4eff\u81ea\u60a3\u8005\u53d7\u4f24\u4e4b\u524d\u7684\u5f55\u97f3\u3002<\/p>\n<p>\u5927\u591a\u6570\u8111\u673a\u63a5\u53e3\u7684\u7cfb\u7edf\u5728\u8f93\u51fa\u4efb\u4f55\u5185\u5bb9\u4e4b\u524d\u90fd\u9700\u8981\u7b49\u5f85\u4eba\u60f3\u51fa\u5b8c\u6574\u53e5\u5b50\uff0c\u4f46\u5728\u65b0\u7684\u7cfb\u7edf\u4e0a\uff0c\u4eba\u7c7b\u6b63\u5728\u601d\u8003\u4e2d\u7684\u5185\u5bb9\u5c31\u53ef\u4ee5\u88ab\u8f6c\u4e3a\u8bed\u97f3\uff0c\u5ef6\u8fdf\u5927\u7ea6\u4e3a 1 \u79d2\u3002\u56e0\u6b64\u8be5\u7cfb\u7edf\u53ef\u4ee5\u79f0\u5f97\u4e0a\u662f\u5b9e\u65f6\u7684\u610f\u5ff5\u8f6c\u8bed\u97f3\u4e86\u3002<\/p>\n<p>\u5728\u5b9e\u9645\u6d4b\u8bd5\u4e2d\u53ef\u4ee5\u770b\u5230\uff0c\u8bed\u97f3\u8f6c\u5f55\u7684\u6548\u679c\u5feb\u901f\u3001\u6d41\u7545\u4e14\u51c6\u786e\uff1a\u5728 50 \u4e2a\u77ed\u8bed\u96c6\uff08\u62a4\u7406\u9700\u8981\uff09\u7684\u6d4b\u8bd5\u4e2d\uff0c\u65b0\u65b9\u6cd5\u8fbe\u5230\u4e86 91 WPM \u300112% \u5b57\u9519\u7387 (WER)\u3001 11% \u5b57\u7b26\u9519\u8bef\u7387\u3002\u5728 1024 \u5b57\u96c6\u7684\u81ea\u7136\u53e5\u5b50\u6d4b\u8bd5\u4e2d\uff0c\u8be5\u65b9\u6cd5\u4e5f\u8fbe\u5230\u4e86 47 WPM\u300159% WER \u548c 45% \u5b57\u7b26\u9519\u8bef\u7387\u3002\u867d\u7136\u8fd8\u4e0d\u662f\u5f88\u51c6\u786e\uff0c\u4f46\u5df2\u7ecf\u8bc1\u660e\u4e86\u8be5\u7cfb\u7edf\u7684\u6709\u6548\u6027\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-278f3fceb352ea7da2ec1d9da9d79313.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-278f3fceb352ea7da2ec1d9da9d79313.png\"><\/a><\/section>\n<p>\u6b64\u5916\uff0c\u8be5\u7cfb\u7edf\u6210\u529f\u5730\u5408\u6210\u4e86\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u672a\u66fe\u89c1\u8fc7\u7684\u65b0\u8bcd\u6c47\u3002\u5f53\u7ed9\u5b9a 24 \u4e2a\u65b0\u7684\u8bcd\u6c47\uff0c\u4f8b\u5982 Zulu\u3001Romeo\uff0c\u5b83\u6b63\u786e\u8bc6\u522b\u51fa\u8fd9\u4e9b\u8bcd\u6c47\u7684\u6982\u7387\u4e3a 46%\uff0c\u800c\u4ec5\u51ed\u5076\u7136\u731c\u6d4b\u7684\u6982\u7387\u4e3a 3.8%\u3002\u8fd9\u4e00\u5207\u4ec5\u901a\u8fc7\u795e\u7ecf\u6d3b\u52a8\u5c31\u5f97\u4ee5\u5b9e\u73b0\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6a434651ee6ebfbe18e2029259d35835.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6a434651ee6ebfbe18e2029259d35835.png\"><\/a><\/section>\n<p>\u6b64\u5916\uff0c\u8be5\u7cfb\u7edf\u91c7\u7528\u4e86\u7edf\u4e00\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u80fd\u591f\u8de8\u591a\u79cd\u6280\u672f\u5e73\u53f0\u89e3\u7801\u8bed\u97f3\u4fe1\u53f7\uff0c\u5177\u4f53\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>ECoG\uff08\u76ae\u5c42\u8111\u7535\u56fe\uff09\uff0c\u901a\u8fc7\u690d\u5165\u5927\u8111\u8868\u9762\u7684\u7535\u6781\u9635\u5217\u8bfb\u53d6\u795e\u7ecf\u4fe1\u53f7\uff0c\u65e0\u9700\u7a7f\u900f\u8111\u7ec4\u7ec7\uff0c\u521b\u4f24\u6027\u8f83\u4f4e\uff1b<\/p>\n<\/li>\n<li>\n<p>MEA\uff08\u76ae\u5c42\u5185\u5fae\u7535\u6781\uff09\uff0c\u901a\u8fc7\u690d\u5165\u5927\u8111\u76ae\u5c42\u7684\u5fae\u578b\u7535\u6781\u8bb0\u5f55\u5355\u4e2a\u795e\u7ecf\u5143\u6d3b\u52a8\uff1b<\/p>\n<\/li>\n<li>\n<p>EMG\uff08\u9762\u90e8\u8868\u9762\u7535\u6781\uff0c\u65e0\u9700\u624b\u672f\uff09\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a 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