{"id":34997,"date":"2024-12-16T16:58:50","date_gmt":"2024-12-16T08:58:50","guid":{"rendered":"https:\/\/17aitech.com\/?p=34997"},"modified":"2024-12-16T16:58:50","modified_gmt":"2024-12-16T08:58:50","slug":"%e6%b8%85%e5%8d%8e%e7%a0%94%e7%a9%b6%e7%99%bbnature%ef%bc%8c%e9%a6%96%e5%88%9b%e5%85%a8%e5%89%8d%e5%90%91%e6%99%ba%e8%83%bd%e5%85%89%e8%ae%a1%e7%ae%97%e8%ae%ad%e7%bb%83%e6%9e%b6%e6%9e%84%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34997","title":{"rendered":"\u6e05\u534e\u7814\u7a76\u767bNature\uff0c\u9996\u521b\u5168\u524d\u5411\u667a\u80fd\u5149\u8ba1\u7b97\u8bad\u7ec3\u67b6\u6784\uff0c\u6234\u743c\u6d77\u3001\u65b9\u7490\u9886\u8854"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-08-5\" target=\"_blank\">\u6e05\u534e\u7814\u7a76\u767bNature\uff0c\u9996\u521b\u5168\u524d\u5411\u667a\u80fd\u5149\u8ba1\u7b97\u8bad\u7ec3\u67b6\u6784\uff0c\u6234\u743c\u6d77\u3001\u65b9\u7490\u9886\u8854<\/a><\/p>\n<section>\u5728\u521a\u521a\u8fc7\u53bb\u7684\u4e00\u5929\uff0c\u6765\u81ea\u6e05\u534e\u7684\u5149\u7535\u667a\u80fd\u6280\u672f\u4ea4\u53c9\u521b\u65b0\u56e2\u961f\u7a81\u7834\u667a\u80fd\u5149\u8ba1\u7b97\u8bad\u7ec3\u96be\u9898\uff0c\u76f8\u5173\u8bba\u6587\u767b\u4e0a Nature\u3002<\/section>\n<section><\/section>\n<section>\u8bba\u6587\u5171\u540c\u4e00\u4f5c\u662f\u6765\u81ea\u6e05\u534e\u7684\u859b\u667a\u5a01\u3001\u5468\u5929\u8d36\uff0c\u901a\u8baf\u4f5c\u8005\u662f\u6e05\u534e\u7684\u65b9\u7490\u6559\u6388\u3001\u6234\u743c\u6d77\u9662\u58eb\u3002\u6b64\u5916\uff0c\u6e05\u534e\u7535\u5b50\u7cfb\u5f90\u667a\u660a\u3001\u4e4b\u6c5f\u5b9e\u9a8c\u5ba4\u865e\u7ecd\u826f\u4e5f\u53c2\u4e0e\u4e86\u8fd9\u9879\u7814\u7a76\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-721a03b3bccb3b6b87205fb7eff0499b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-721a03b3bccb3b6b87205fb7eff0499b.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s41586-024-07687-4<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aFully forward mode training for optical neural networks<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u968f\u7740\u5927\u6a21\u578b\u7684\u89c4\u6a21\u8d8a\u6765\u8d8a\u5927\uff0c\u7b97\u529b\u9700\u6c42\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u5c31\u62ff Sora \u6765\u8bf4\uff0c\u636e\u7206\u6599\uff0c\u8bad\u7ec3<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u91cf\u7ea6\u4e3a 30 \u4ebf\uff0c\u9884\u8ba1\u4f7f\u7528\u4e86 4200-10500 \u5757 H100 \u8bad\u4e86 1 \u4e2a\u6708\u3002\u5168\u7403\u7684\u79d1\u6280\u5927\u5382\u90fd\u5728\u9ad8\u4ef7\u6c42\u8d2d\u7684\u300c\u5361\u300d\uff0c\u90fd\u662f\u7845\u57fa\u7684\u7535\u5b50\u82af\u7247\u3002\u5728\u6b64\u4e4b\u5916\uff0c\u8fd8\u6709\u4e00\u79cd\u5c06\u8ba1\u7b97\u8f7d\u4f53\u4ece\u7535\u53d8\u4e3a\u5149\u7684\u5149\u5b50\u82af\u7247\u6280\u672f\u3002\u5b83\u4eec\u5229\u7528\u5149\u5728\u82af\u7247\u4e2d\u7684\u4f20\u64ad\u8fdb\u884c\u8ba1\u7b97\uff0c\u5177\u6709\u8d85\u9ad8\u7684\u5e76\u884c\u5ea6\u548c\u901f\u5ea6\uff0c\u88ab\u8ba4\u4e3a\u662f\u672a\u6765\u98a0\u8986\u6027\u8ba1\u7b97\u67b6\u6784\u6700\u6709\u529b\u7684\u7ade\u4e89\u65b9\u6848\u4e4b\u4e00\u3002<\/section>\n<section><\/section>\n<section>\u5149\u8ba1\u7b97\u9886\u57df\u4e5f\u5728\u4f7f\u7528 AI \u8f85\u52a9\u8bbe\u8ba1\u7cfb\u7edf\u3002\u7136\u800c\uff0cAI \u4e5f\u7ed9\u5149\u8ba1\u7b97\u6280\u672f\u5957\u4e0a\u4e86\u300c\u74f6\u9888\u300d\u2014\u2014 <mark data-type=\"tech_methods\" data-id=\"9180f630-4161-4cbc-bea3-ca7cc4349f46\">\u5149<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark>\u8bad\u7ec3\u4e25\u91cd\u4f9d\u8d56\u57fa\u4e8e\u6570\u636e\u5bf9\u5149\u5b66\u7cfb\u7edf\u5efa\u6a21\u7684\u65b9\u6cd5\u3002\u8fd9\u5bfc\u81f4\u7814\u7a76\u4eba\u5458\u96be\u4ee5\u4fee\u6b63\u5b9e\u9a8c\u8bef\u5dee\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4e0d\u5b8c\u5584\u7684\u7cfb\u7edf\u52a0\u4e0a\u5149\u4f20\u64ad\u7684\u590d\u6742\u6027\uff0c\u51e0\u4e4e\u4e0d\u53ef\u80fd\u5b9e\u73b0\u5bf9\u5149\u5b66\u7cfb\u7edf\u7684\u5b8c\u7f8e\u5efa\u6a21\uff0c\u79bb\u7ebf\u6a21\u578b\u4e0e\u73b0\u5b9e\u4e4b\u95f4\u603b\u662f\u96be\u4ee5\u5b8c\u5168\u540c\u6b65\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e33c6dce358b2a17fde4df783fd601e7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e33c6dce358b2a17fde4df783fd601e7.png\"><\/a><\/section>\n<section>\u800c<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u5e38\u7528\u7684\u300c<mark data-type=\"tech_methods\" data-id=\"847e8a6a-524c-4d34-a50e-b17cc5dd84d4\">\u68af\u5ea6\u4e0b\u964d<\/mark>\u300d\u548c\u300c\u53cd\u5411\u4f20\u64ad\u300d\uff0c\u6765\u5230\u4e86\u5149\u5b66\u9886\u57df\uff0c\u4e5f\u4e0d\u597d\u4f7f\u4e86\u3002\u4e3a\u4e86\u4f7f\u57fa\u4e8e\u68af\u5ea6\u7684\u65b9\u6cd5\u6709\u6548\uff0c\u5149\u5b66\u7cfb\u7edf\u5fc5\u987b\u975e\u5e38\u7cbe\u786e\u5730\u6821\u51c6\u548c\u5bf9\u9f50\uff0c\u4ee5\u786e\u4fdd\u5149\u4fe1\u53f7\u80fd\u591f\u6b63\u786e\u5730\u5728\u7cfb\u7edf\u4e2d\u53cd\u5411\u4f20\u64ad\uff0c\u79bb\u7ebf\u6a21\u578b\u5f80\u5f80\u5f88\u96be\u5b9e\u73b0\u8fd9\u70b9\u3002<\/section>\n<section><\/section>\n<section>\u6765\u81ea<mark data-type=\"institutions\" data-id=\"4349d6b9-40ff-4e23-a237-f9ace91c6c81\">\u6e05\u534e\u5927\u5b66<\/mark>\u7684\u7814\u7a76\u56e2\u961f\u6293\u4f4f\u4e86\u5149\u5b50\u4f20\u64ad\u5177\u6709\u5bf9\u79f0\u6027\u8fd9\u4e00\u7279\u6027\uff0c\u5c06<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u8bad\u7ec3\u4e2d\u7684\u524d\u5411\u4e0e\u53cd\u5411\u4f20\u64ad\u90fd\u7b49\u6548\u4e3a\u5149\u7684\u524d\u5411\u4f20\u64ad\u3002\u8be5\u7814\u7a76\u5f00\u53d1\u4e86\u4e00\u79cd\u79f0\u4e3a<strong>\u5168\u524d\u5411\u6a21\u5f0f\uff08FFM\uff0cfully forward mode\uff09\u5b66\u4e60\u7684\u65b9\u6cd5<\/strong>\uff0c\u7814\u7a76\u4eba\u5458\u4e0d\u518d\u9700\u8981\u5728\u8ba1\u7b97\u673a\u6a21\u578b\u4e2d\u5efa\u6a21\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u7269\u7406\u5149\u5b66\u7cfb\u7edf\u4e0a\u8bbe\u8ba1\u548c\u8c03\u6574\u5149\u5b66<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\uff0c\u518d\u6839\u636e\u6d4b\u91cf\u7684\u5149\u573a\u6570\u636e\u548c\u8bef\u5dee\uff0c\u4f7f\u7528<mark data-type=\"tech_methods\" data-id=\"847e8a6a-524c-4d34-a50e-b17cc5dd84d4\">\u68af\u5ea6\u4e0b\u964d<\/mark>\u7b97\u6cd5\u6709\u6548\u5730\u5f97\u51fa\u6700\u7ec8\u7684\u6a21\u578b<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u3002\u501f\u52a9 FFM\uff0c\u5927\u591a\u6570<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u64cd\u4f5c\u90fd\u53ef\u4ee5\u6709\u6548\u5730\u5e76\u884c\u8fdb\u884c\uff0c\u4ece\u800c\u51cf\u8f7b\u4e86 AI \u5bf9\u5149\u5b66\u7cfb\u7edf\u5efa\u6a21\u7684\u9650\u5236\u3002<\/section>\n<section><\/section>\n<section>FFM \u5b66\u4e60\u8868\u660e\uff0c\u8bad\u7ec3\u5177\u6709\u6570\u767e\u4e07\u4e2a<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u7684<mark data-type=\"tech_methods\" data-id=\"9180f630-4161-4cbc-bea3-ca7cc4349f46\">\u5149<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark>\u53ef\u4ee5\u8fbe\u5230\u4e0e\u7406\u60f3\u6a21\u578b\u76f8\u5f53\u7684<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u8be5\u65b9\u6cd5\u8fd8\u652f\u6301\u901a\u8fc7\u6563\u5c04\u4ecb\u8d28\u8fdb\u884c\u5168\u5149\u5b66\u805a\u7126\uff0c\u5206\u8fa8\u7387\u8fbe\u5230\u884d\u5c04\u6781\u9650\uff1b\u5b83\u8fd8\u53ef\u4ee5\u4ee5\u8d85\u8fc7\u5343\u8d6b\u5179\u7684\u5e27\u7387\u5e73\u884c\u6210\u50cf\u9690\u85cf\u5728\u89c6\u7ebf\u5916\u7684\u7269\u4f53\uff0c\u5e76\u53ef\u4ee5\u5728\u5ba4\u6e29\u4e0b\u8fdb\u884c\u5149\u5f3a\u5f31\u81f3\u6bcf\u50cf\u7d20\u4e9a\u5149\u5b50\u7684\u5168\u5149\u5904\u7406\u3002\u00a0<\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u7814\u7a76\u8bc1\u660e\u4e86 FFM \u5b66\u4e60\u53ef\u4ee5\u5728\u6ca1\u6709\u5206\u6790\u6a21\u578b\u7684\u60c5\u51b5\u4e0b\u81ea\u52a8\u641c\u7d22\u975e\u5384\u7c73\u5f02\u5e38\u70b9\u3002FFM \u5b66\u4e60\u4e0d\u4ec5\u6709\u52a9\u4e8e\u5c06\u5b66\u4e60\u8fc7\u7a0b\u63d0\u9ad8\u51e0\u4e2a\u6570\u91cf\u7ea7\uff0c\u8fd8\u53ef\u4ee5\u63a8\u52a8\u6df1\u5ea6<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u3001\u8d85\u7075\u654f<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u548c\u62d3\u6251\u5149\u5b66\u7b49\u5e94\u7528\u548c\u7406\u8bba\u9886\u57df\u7684\u53d1\u5c55\u3002<\/section>\n<section><\/section>\n<section><strong>\u6df1\u5ea6 ONN \u4e0a\u7684\u5e76\u884c FFM <mark data-type=\"tech_methods\" data-id=\"847e8a6a-524c-4d34-a50e-b17cc5dd84d4\">\u68af\u5ea6\u4e0b\u964d<\/mark><\/strong><\/section>\n<section><\/section>\n<section>\u56fe 2a \u5c55\u793a\u4e86\u4f7f\u7528 FFM \u5b66\u4e60\u7684\u81ea\u7531\u7a7a\u95f4 ONN\uff08optical neural networks\uff0c\u5149\u5b66<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\uff09\u7684\u81ea\u6211\u8bad\u7ec3\u8fc7\u7a0b\u3002\u4e3a\u4e86\u9a8c\u8bc1 FFM \u5b66\u4e60\u7684\u6709\u6548\u6027\uff0c\u7814\u7a76\u8005\u9996\u5148\u4f7f\u7528<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u6570\u636e\u96c6\u8bad\u7ec3\u4e86\u4e00\u4e2a\u5355\u5c42 ONN \u4ee5\u8fdb\u884c\u5bf9\u8c61\u5206\u7c7b\u3002<\/section>\n<section><\/section>\n<section>\u56fe 2b \u53ef\u89c6\u5316\u4e86\u5728 MNIST \u6570\u636e\u96c6\u4e0a\u7684\u8bad\u7ec3\u7ed3\u679c\uff0c\u53ef\u4ee5\u770b\u5230\uff0c\u5b9e\u9a8c\u548c\u7406\u8bba\u5149\u573a\u4e4b\u95f4\u7684\u7ed3\u6784\u76f8\u4f3c\u6027\u6307\u6570\uff08SSIM\uff09\u8d85\u8fc7\u4e86 0.97\uff0c\u8fd9\u610f\u5473\u7740\u76f8\u4f3c\u5ea6\u5f88\u9ad8\uff08\u56fe 2c\uff09\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u7531\u4e8e\u7cfb\u7edf\u4e0d\u5b8c\u5584\u7684\u539f\u56e0\uff0c\u5149\u573a\u548c\u68af\u5ea6\u7684\u7406\u8bba\u7ed3\u679c\u5e76\u4e0d\u80fd\u7cbe\u51c6\u5730\u4ee3\u8868\u7269\u7406\u7ed3\u679c\u3002\u56e0\u6b64\uff0c\u8fd9\u4e9b\u7406\u8bba\u7ed3\u679c\u4e0d\u5e94\u88ab\u89c6\u4e3a\u57fa\u672c\u4e8b\u5b9e\u3002<\/section>\n<section><\/section>\n<section>\u63a5\u4e0b\u6765\uff0c\u7814\u7a76\u8005\u63a2\u7a76\u4e86\u7528\u4e8e Fashion-MNIST \u6570\u636e\u96c6\u5206\u7c7b\u7684\u591a\u5c42 ONN\uff0c\u5177\u4f53\u5982\u56fe 2d \u6240\u793a\u3002<\/section>\n<section><\/section>\n<section>\u901a\u8fc7\u5c06\u5c42\u6570\u4ece 2 \u5c42\u589e\u52a0\u5230 8 \u5c42\uff0c\u4ed6\u4eec\u89c2\u5bdf\u5230\uff0c\u8ba1\u7b97\u673a\u8bad\u7ec3\u7f51\u7edc\u7684\u5b9e\u9a8c\u6d4b\u8bd5\u7ed3\u679c\u5e73\u5747\u8fbe\u5230\u4e86 44.0% (35.1%)\u300152.4%\uff088.8%\uff09\u300158.4%\uff0818.4%\uff09\u548c 58.8%\uff085.5%\uff09\u7684<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\uff08\u4e24\u500d\u6807\u51c6\u5dee\uff09\u3002\u8fd9\u4e9b\u7ed3\u679c\u4f4e\u4e8e 92.2%\u300193.8%\u300196.0% \u548c 96.0% \u7684\u7406\u8bba<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u3002\u901a\u8fc7 FFM \u5b66\u4e60\uff0c<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u6570\u503c\u5206\u522b\u63d0\u5347\u5230\u4e86 86.5%\u300191.0%\u300192.3% \u548c 92.5%\uff0c\u63a5\u8fd1\u7406\u60f3\u7684\u8ba1\u7b97\u673a<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\u3002<\/section>\n<section><\/section>\n<section>\u56fe 2e \u63cf\u8ff0\u4e86 8 \u5c42 ONN \u7684\u8f93\u51fa\u7ed3\u679c\u3002\u968f\u7740\u5c42\u6570\u589e\u52a0\uff0c\u8ba1\u7b97\u673a\u8bad\u7ec3\u7684\u5b9e\u9a8c\u8f93\u51fa\u9010\u6e10\u504f\u79bb\u76ee\u6807\u8f93\u51fa\u5e76\u6700\u7ec8\u5bf9\u5bf9\u8c61\u505a\u51fa\u8bef\u5206\u7c7b\u3002\u76f8\u6bd4\u4e4b\u5916\uff0cFFM \u8bbe\u8ba1\u7684\u7f51\u7edc\u53ef\u4ee5\u51c6\u786e\u5730\u8fdb\u884c\u6b63\u786e\u5206\u7c7b\u3002\u9664\u4e86\u8ba1\u7b97\u5bc6\u96c6\u578b\u6570\u636e\u548c\u8bef\u4f20\u64ad\u4e4b\u5916\uff0c\u635f\u5931\u548c\u68af\u5ea6\u8ba1\u7b97\u8fd8\u53ef\u4ee5\u901a\u8fc7\u73b0\u573a\u5149\u5b66\u548c\u7535\u5b50\u5904\u7406\u6765\u6267\u884c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9c72eb994ddf605ec26aaaf64233877a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9c72eb994ddf605ec26aaaf64233877a.png\"><\/a><\/section>\n<section>\u7814\u7a76\u8005\u8fdb\u4e00\u6b65\u63d0\u51fa\u4e86\u975e\u7ebf\u6027 FFM \u5b66\u4e60\uff0c\u5982\u56fe 2f \u6240\u793a\u3002\u5728\u6570\u636e\u4f20\u64ad\u4e2d\uff0c\u8f93\u51fa\u5728\u9988\u5165\u5230\u4e0b\u4e00\u5c42\u4e4b\u524d\u88ab\u975e\u7ebf\u6027\u5730\u6fc0\u6d3b\uff0c\u8bb0\u5f55\u975e\u7ebf\u6027\u6fc0\u6d3b\u7684\u8f93\u5165\u5e76\u8ba1\u7b97\u76f8\u5173\u68af\u5ea6\u3002\u5728\u8bef\u5dee\u4f20\u64ad\u8fc7\u7a0b\u4e2d\uff0c\u8f93\u5165\u5728\u4f20\u64ad\u4e4b\u524d\u4e0e\u68af\u5ea6\u76f8\u4e58\u3002<\/section>\n<section><\/section>\n<section><strong>\u5229\u7528 FFM \u8fdb\u884c\u5168\u5149\u5b66\u6210\u50cf\u548c\u5904\u7406<\/strong><\/section>\n<section><\/section>\n<section>\u56fe 3a \u5c55\u793a\u4e86\u70b9\u626b\u63cf\u6563\u5c04\u6210\u50cf\u7cfb\u7edf\u7684\u5b9e\u73b0\u539f\u7406\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u5728\u81ea\u9002\u5e94\u5149\u5b66\u4e2d\uff0c\u542f\u53d1\u5f0f\u4f18\u5316\u65b9\u6cd5\u5df2\u7ecf\u7528\u4e8e\u7126\u70b9\u4f18\u5316\u3002<\/section>\n<section><\/section>\n<section>\u7814\u7a76\u8005\u5206\u6790\u4e86\u4e0d\u540c\u7684 SOTA \u4f18\u5316\u65b9\u6cd5\uff0c\u5e76\u5229\u7528<mark data-type=\"tech_methods\" data-id=\"1eeff3a2-cc34-48a4-8bb7-5b70c339daaf\">\u7c92\u5b50\u7fa4\u4f18\u5316<\/mark>\uff08PSO\uff09\u8fdb\u884c\u6bd4\u8f83\uff0c\u5982\u56fe 3b \u6240\u793a\u3002\u51fa\u4e8e\u8bc4\u4f30\u7684\u76ee\u7684\uff0c\u8fd9\u91cc\u91c7\u7528\u4e86\u4e24\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u6563\u5c04\u4ecb\u8d28\uff0c\u5206\u522b\u662f\u968f\u673a\u76f8\u4f4d\u677f\uff08\u79f0\u4e3a Scatterer-I\uff09\u548c\u900f\u660e\u80f6\u5e26\uff08\u79f0\u4e3a Scatterer-II\uff09\u3002\u57fa\u4e8e\u68af\u5ea6\u7684 FFM \u5b66\u4e60\u8868\u73b0\u51fa\u66f4\u9ad8\u7684\u6548\u7387\uff0c\u5728\u4e24\u79cd\u6563\u5c04\u4ecb\u8d28\u7684\u5b9e\u9a8c\u4e2d\u7ecf\u8fc7 25 \u6b21\u8fed\u4ee3\u540e<mark data-type=\"concepts\" data-id=\"3bf78775-1316-4ac0-bd99-10e2fc88c439\">\u6536\u655b<\/mark>\uff0c<mark data-type=\"concepts\" data-id=\"3bf78775-1316-4ac0-bd99-10e2fc88c439\">\u6536\u655b<\/mark>\u635f\u8017\u503c\u5206\u522b\u4e3a 1.84 \u548c 2.07\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cPSO \u65b9\u6cd5\u9700\u8981\u81f3\u5c11 400 \u6b21\u8fed\u4ee3\u540e\u624d\u80fd\u8fdb\u884c<mark data-type=\"concepts\" data-id=\"3bf78775-1316-4ac0-bd99-10e2fc88c439\">\u6536\u655b<\/mark>\uff0c\u6700\u7ec8\u635f\u8017\u503c\u4e3a 2.01 \u548c 2.15\u3002<\/section>\n<section><\/section>\n<section>\u56fe 3c \u63cf\u8ff0\u4e86 FFM \u81ea\u6211\u8bbe\u8ba1\u7684\u6f14\u53d8\u8fc7\u7a0b\uff0c\u5c55\u793a\u4e86\u6700\u5f00\u59cb\u968f\u673a\u5206\u5e03\u7684\u5f3a\u5ea6\u9010\u6e10\u5206\u5e03\u56fe\u9010\u6e10<mark data-type=\"concepts\" data-id=\"3bf78775-1316-4ac0-bd99-10e2fc88c439\">\u6536\u655b<\/mark>\u5230\u4e00\u4e2a\u7d27\u5bc6\u7684\u70b9\uff0c\u968f\u540e\u5728\u6574\u4e2a 3.2 \u6beb\u7c73 \u00d7 3.2 \u6beb\u7c73\u6210\u50cf\u533a\u57df\u6765\u5b66\u4e60\u8bbe\u8ba1\u7684\u7126\u70b9\u3002<\/section>\n<section><\/section>\n<section>\u56fe 3d \u6bd4\u8f83\u4e86\u4f7f\u7528 FFM \u548c PSO \u5206\u522b\u4f18\u5316\u7684\u7126\u70b9\u7684\u534a\u5cf0\u5168\u5bbd\uff08FWHM\uff09\u548c\u5cf0\u503c\u4fe1\u566a\u6bd4\uff08PSNR\uff09\u6307\u6807\u3002\u4f7f\u7528 FFM\uff0c\u5e73\u5747 FWHM \u4e3a 81.2 \u00b5m\uff0c\u5e73\u5747 PSNR \u4e3a 8.46 dB\uff0c\u6700\u4f4e FWHM \u4e3a 65.6 \u00b5m\u3002\u5f53\u4f7f\u7528 3.2mm \u5bbd\u7684\u65b9\u5f62\u5b54\u5f84\u548c 0.388m \u7684\u4f20\u64ad\u8ddd\u79bb\u65f6\uff0c\u901a\u8fc7 FFM \u5b66\u4e60\u8bbe\u8ba1\u7684\u7126\u70b9\u5c3a\u5bf8\u63a5\u8fd1\u884d\u5c04\u6781\u9650 64.5 \u00b5m\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cPSO \u4f18\u5316\u4ea7\u751f\u7684 FWHM \u4e3a 120.0 \u00b5m\uff0cPSNR \u4e3a 2.29 dB\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b05fadb20e684458d429373df593dfc7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b05fadb20e684458d429373df593dfc7.png\"><\/a><\/section>\n<section>\u5728\u56fe 4a \u4e2d\uff0c\u5229\u7528\u5f80\u8fd4\u9690\u85cf\u5bf9\u8c61\u7684\u5149\u8def\u4e4b\u95f4\u7684\u7a7a\u95f4\u5bf9\u79f0\u6027\uff0cFFM \u5b66\u4e60\u53ef\u4ee5\u5b9e\u73b0\u52a8\u6001\u9690\u5c42\u5bf9\u8c61\u7684\u5168\u5149\u5b66\u73b0\u573a\u91cd\u5efa\u548c\u5206\u6790\u3002\u56fe 4b \u5c55\u793a\u4e86 NLOS \u6210\u50cf\uff0c\u5728\u5b66\u4e60\u8fc7\u7a0b\u4e2d\uff0c\u8f93\u5165\u6ce2\u5cf0\u88ab\u8bbe\u8ba1\u7528\u6765\u5c06\u5bf9\u8c61\u4e2d\u6240\u6709\u7f51\u683c\u540c\u6b65<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5230\u5b83\u4eec\u7684\u76ee\u6807\u4f4d\u7f6e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4b47e0e7a87ce8c91850cabe8748c8a5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4b47e0e7a87ce8c91850cabe8748c8a5.png\"><\/a><\/section>\n<section><strong>\u73b0\u573a\u5149\u5b50\u96c6\u6210\u7535\u8def\u4e0e FFM<\/strong><\/section>\n<section><\/section>\n<section>FFM \u5b66\u4e60\u65b9\u6cd5\u53ef\u4ee5\u63a8\u5e7f\u5230\u96c6\u6210\u5149\u7cfb\u7edf\u7684\u81ea\u8bbe\u8ba1\u4e2d\u3002\u56fe 5a \u5c55\u793a\u4e86 FFM \u5b66\u4e60\u5b9e\u73b0\u8fc7\u7a0b\u3002\u5176\u4e2d\u77e9\u9635\u7684\u5bf9\u79f0\u6027\u5141\u8bb8\u8bef\u5dee\u4f20\u64ad\u77e9\u9635\u548c\u6570\u636e\u4f20\u64ad\u77e9\u9635\u4e4b\u95f4\u5bf9\u7b49\u3002\u56e0\u6b64\uff0c\u6570\u636e\u548c\u8bef\u5dee\u4f20\u64ad\u5171\u4eab\u76f8\u540c\u7684\u4f20\u64ad\u65b9\u5411\u3002\u56fe 5b \u5c55\u793a\u4e86\u5bf9\u79f0\u6838\u5fc3\u5b9e\u73b0\u548c\u5c01\u88c5\u82af\u7247\u5b9e\u9a8c\u7684\u6d4b\u8bd5\u8bbe\u7f6e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ab08a697d5314dbe5ef3bb6752931029.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ab08a697d5314dbe5ef3bb6752931029.png\"><\/a><\/section>\n<section>\u7814\u7a76\u8005\u6784\u5efa\u7684<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u7528\u4e8e\u5bf9\u9e22\u5c3e\u82b1\uff08Iris\uff09\u6570\u636e\u8fdb\u884c\u5206\u7c7b\uff0c\u8f93\u5165\u5904\u7406\u4e3a 16 \u00d7 1 \u5411\u91cf\uff0c\u8f93\u51fa\u4ee3\u8868\u4e09\u79cd\u82b1\u7684\u7c7b\u522b\u4e4b\u4e00\u3002\u8bad\u7ec3\u671f\u95f4\u77e9\u9635\u7f16\u7a0b\u7684\u4fdd\u771f\u5ea6\u5982\u56fe 5c \u4e2d\u6240\u793a\uff0c\u4e09\u4e2a<mark data-type=\"concepts\" data-id=\"f1243faa-83bb-4237-a921-7bd6c8b96a74\">\u5bf9\u79f0\u77e9\u9635<\/mark>\u503c\u7684\u65f6\u95f4\u6f02\u79fb\u5206\u522b\u4ea7\u751f\u4e86 0.012%\u30010.012% \u548c 0.010% \u7684\u6807\u51c6\u504f\u5dee\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8fd9\u79cd\u4e0d\u786e\u5b9a\u4e0b\uff0c\u7814\u7a76\u8005\u5c06\u5b9e\u9a8c\u68af\u5ea6\u4e0e\u6a21\u62df\u503c\u8fdb\u884c\u6bd4\u8f83\u3002\u5982\u56fe 5d \u6240\u793a\uff0c\u5b9e\u9a8c\u68af\u5ea6\u4e0e\u7406\u60f3\u6a21\u62df\u503c\u7684\u5e73\u5747\u504f\u5dee\u4e3a 3.5%\u3002\u56fe 5d \u8fd8\u8bf4\u660e\u4e86\u7b2c 80 \u6b21\u5b66\u4e60\u8fed\u4ee3\u65f6\u7b2c\u4e8c\u5c42\u7684\u8bbe\u8ba1\u68af\u5ea6\uff0c\u800c\u6574\u4e2a<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u7684\u8bef\u5dee\u5728\u56fe 5e \u4e2d\u8fdb\u884c\u4e86\u53ef\u89c6\u5316\u3002\u5728\u7b2c 80 \u6b21\u8fed\u4ee3\u4e2d\uff0cFFM \u5b66\u4e60\uff08\u8ba1\u7b97\u673a\u6a21\u62df\u8bad\u7ec3\uff09\u7684\u68af\u5ea6\u8bef\u5dee\u4e3a 3.50%\uff085.10%\uff09\u30013.58%\uff085.19%\uff09\u30013.51%\uff085.24%\uff09\u30013.56%\uff085.29%\uff09\u548c 3.46%\uff085.94%\uff09\u3002\u8bbe\u8ba1\u7cbe\u5ea6\u7684\u6f14\u53d8\u5982\u56fe 5f \u6240\u793a\u3002\u7406\u60f3\u6a21\u62df\u548c FFM \u5b9e\u9a8c\u90fd\u9700\u8981\u5927\u7ea6 100 \u4e2a epoch \u624d\u80fd<mark data-type=\"concepts\" 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