{"id":35059,"date":"2024-12-17T18:59:51","date_gmt":"2024-12-17T10:59:51","guid":{"rendered":"https:\/\/17aitech.com\/?p=35059"},"modified":"2024-12-17T18:59:51","modified_gmt":"2024-12-17T10:59:51","slug":"%e7%b1%bb%e8%84%91%e8%ae%a1%e7%ae%97%e6%9c%89%e6%9c%9b%e5%bd%bb%e5%ba%95%e6%94%b9%e5%8f%98%e8%ae%a1%e7%ae%97%e9%a2%86%e5%9f%9f%ef%bc%8c%e7%94%9a%e8%87%b3%e8%b6%85%e8%b6%8a%e4%ba%ba%e8%84%91%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35059","title":{"rendered":"\u7c7b\u8111\u8ba1\u7b97\u6709\u671b\u5f7b\u5e95\u6539\u53d8\u8ba1\u7b97\u9886\u57df\uff0c\u751a\u81f3\u8d85\u8d8a\u4eba\u8111\uff0c\u4e30\u7530\u5408\u4f5c\u7efc\u8ff0\u7c7b\u8111\u8ba1\u7b97\u7684\u5174\u8d77"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-12-3\" target=\"_blank\">\u7c7b\u8111\u8ba1\u7b97\u6709\u671b\u5f7b\u5e95\u6539\u53d8\u8ba1\u7b97\u9886\u57df\uff0c\u751a\u81f3\u8d85\u8d8a\u4eba\u8111\uff0c\u4e30\u7530\u5408\u4f5c\u7efc\u8ff0\u7c7b\u8111\u8ba1\u7b97\u7684\u5174\u8d77<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0c25c2b6ab79125ad5202fe0b7909f99.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-0c25c2b6ab79125ad5202fe0b7909f99.jpeg\"><\/a><\/p>\n<p>\u7f16\u8f91 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data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u4e0e\u6570\u4e07\u4ebf\u4e2a\u7a81\u89e6\u76f8\u4e92\u4f5c\u7528\u6765\u5171\u4eab\u5176\u8ba1\u7b97\u80fd\u529b\uff0c\u56e0\u6b64\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u4e0e\u6700\u5f3a\u5927\u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\u76f8\u5ab2\u7f8e\uff0c\u800c\u4e14\u7531\u4e8e\u5176\u6d88\u8017\u7684\u80fd\u91cf\u6bd4\u51b0\u7bb1\u4e2d\u7684\u706f\u4eae\u6240\u9700\u80fd\u91cf\u8fd8\u5c11\uff0c\u56e0\u6b64\uff0c\u4eba\u7c7b\u5927\u8111\u5728\u6548\u7387\u65b9\u9762\u6beb\u65e0\u7591\u95ee\u80dc\u8fc7\u8ba1\u7b97\u673a\u3002<\/p>\n<p>\u7c7b\u8111\u8ba1\u7b97\u662f\u4e00\u4e2a\u4e0d\u65ad\u53d1\u5c55\u7684\u8de8\u5b66\u79d1\u7814\u7a76\u9886\u57df\uff0c\u7814\u7a76\u5982\u4f55\u5c06\u751f\u7269\u5927\u8111\u7684\u8ba1\u7b97\u539f\u7406\u8f6c\u5316\u4e3a\u786c\u4ef6\u8bbe\u8ba1\uff0c\u4ece\u800c\u63d0\u9ad8\u80fd\u6e90\u6548\u7387\u3002\u7c7b\u8111\u8ba1\u7b97\u6db5\u76d6\u5404\u79cd\u5b50\u9886\u57df\uff0c\u5305\u62ec<mark data-id=\"c41edb07-0b2d-44c7-b056-16925a1ae0e8\" data-type=\"tech_tasks\">\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97<\/mark>\u548c\u5185\u5b58\u8ba1\u7b97\uff0c\u8fd9\u4e9b\u9886\u57df\u5728\u6267\u884c\u7279\u5b9a\u4efb\u52a1\u65b9\u9762\u4f18\u4e8e\u4f20\u7edf\u6570\u5b57\u786c\u4ef6\u3002<\/p>\n<p>\u968f\u7740\u5bf9\u66f4\u5f3a\u5927\u3001\u66f4\u8282\u80fd\u7684\u5927\u89c4\u6a21\u4eba\u5de5<mark data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\" data-type=\"tech_methods\">\u795e\u7ecf\u7f51\u7edc<\/mark>\u786c\u4ef6\u7684\u9700\u6c42\u4e0d\u65ad\u589e\u957f\uff0c\u7c7b\u8111\u8ba1\u7b97\u53ef\u5b9e\u73b0\u8282\u80fd\u8ba1\u7b97\uff0c\u5e76\u5c06<mark data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\" data-type=\"concepts\">\u4eba\u5de5\u667a\u80fd<\/mark>\u6269\u5c55\u5230\u8fb9\u7f18\u3002<\/p>\n<p>\u7136\u800c\uff0c\u4e0e\u6700\u5148\u8fdb\u7684\u6570\u5b57\u89e3\u51b3\u65b9\u6848\u76f8\u6bd4\uff0c\u8be5\u9886\u57df\u7684\u5e7f\u6cdb\u8303\u56f4\u4f7f\u5f97\u6bd4\u8f83\u548c\u8bc4\u4f30\u89e3\u51b3\u65b9\u6848\u7684\u6709\u6548\u6027\u53d8\u5f97\u5177\u6709\u6311\u6218\u6027\u3002<\/p>\n<p>\u8377\u5170\u7279\u6e29\u7279\u5927\u5b66\u548c\u6bd4\u5229\u65f6\u4e30\u7530\u6c7d\u8f66\u6b27\u6d32\u516c\u53f8\uff08Toyota Motor Europe\uff09\u7684\u7814\u7a76\u4eba\u5458\u5728\u300a<em>The European Physical Journal B<\/em>\u300b\u53d1\u8868\u7efc\u8ff0\u6587\u7ae0\u300a<em>Brain-inspired computing systems: a systematic literature review<\/em>\u300b\uff0c\u5168\u9762\u6982\u8ff0\u4e86\u7c7b\u8111\u8ba1\u7b97\u786c\u4ef6\u7684\u6700\u65b0\u8fdb\u5c55\u3002<\/p>\n<p>\u9996\u5148\u4ecb\u7ecd\u4e86\u5173\u952e\u6982\u5ff5\u5e76\u6307\u51fa\u5404\u81ea\u7684\u6df1\u5165\u4e13\u9898\u8bc4\u8bba\u3002\u5bf9\u4e3b\u6d41\u786c\u4ef6\u5e73\u53f0\u8fdb\u884c\u5206\u7c7b\u3002\u91cd\u70b9\u4ecb\u7ecd\u4e86\u53ef\u4ee5\u4ece\u7c7b\u8111\u8ba1\u7b97\u7cfb\u7edf\u4e2d\u53d7\u76ca\u532a\u6d45\u7684\u5404\u79cd\u7814\u7a76\u548c\u6f5c\u5728\u5e94\u7528\uff0c\u5e76\u6bd4\u8f83\u4e86\u5b83\u4eec\u62a5\u544a\u7684\u8ba1\u7b97\u51c6\u786e\u6027\u3002\u6700\u540e\uff0c\u4e3a\u4e86\u516c\u5e73\u6bd4\u8f83\u4e0d\u540c\u65b9\u6cd5\u7684\u6027\u80fd\uff0c\u7814\u7a76\u4eba\u5458\u5bf9\u6587\u732e\u4e2d\u62a5\u544a\u7684\u80fd\u6e90\u6548\u7387\u91c7\u7528\u4e86\u6807\u51c6\u5316\u65b9\u6cd5\u8fdb\u884c\u6807\u51c6\u5316\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b1577090d1b98301f3a007cbf7b73958.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b1577090d1b98301f3a007cbf7b73958.png\"><\/a><\/p>\n<section>\u8bba\u6587\u94fe\u63a5\uff1a<em>https:\/\/link.springer.com\/article\/10.1140\/epjb\/s10051-024-00703-6<\/em><\/section>\n<p>\u5728<mark data-id=\"0863e493-3d71-46a2-bdc8-59cdb4cc102e\" data-type=\"tech_tasks\">\u6570\u636e\u5206\u6790<\/mark>\u7684\u8ba1\u7b97\u6a21\u578b\u4e2d\uff0c<mark data-id=\"f82b7976-b182-40fa-b7d8-a3aad9952937\" data-type=\"tech_methods\">\u6df1\u5ea6<mark data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\" data-type=\"tech_methods\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark> (DNN) \u662f\u76ee\u524d\u4f7f\u7528\u6700\u5e7f\u6cdb\u3001\u6700\u6210\u529f\u7684\u65b9\u6cd5\u3002\u7136\u800c\uff0cDNN \u662f\u8ba1\u7b97\u6210\u672c\u9ad8\u6602\u7684\u6a21\u578b\uff0c\u5373\u9700\u8981\u5728\u76f8\u5f53\u77ed\u7684\u65f6\u95f4\u5185\u8fdb\u884c\u5927\u91cf\u8ba1\u7b97\u624d\u80fd\u6ee1\u8db3\u54cd\u5e94\u65f6\u95f4\u8981\u6c42\u3002<\/p>\n<p>\u5728\u8ba1\u7b97\u6a21\u578b\u5f00\u53d1\u65b9\u9762\uff0c\u5df2\u7ecf\u7814\u7a76\u4e86\u5404\u79cd\u65b9\u6cd5\uff0c\u4f8b\u5982\u9ad8\u6548<mark data-id=\"01946acc-d031-4c0e-909c-f062643b7273\" data-type=\"tech_methods\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u3001\u795e\u7ecf\u67b6\u6784\u641c\u7d22\u548c\u5229\u7528\u77e9\u9635\u4e58\u6cd5\u7684\u7a00\u758f\u6027\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u6280\u672f\u7684\u6838\u5fc3\u662f\u4e86\u89e3\u786c\u4ef6\u5982\u4f55\u5b8c\u6210\u8fd9\u4e9b\u64cd\u4f5c\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-02e4e681df0da48cc6522bf1a04a072b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-02e4e681df0da48cc6522bf1a04a072b.png\"><\/a><\/p>\n<section>\u56fe 1\uff1aDNN <mark data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\" data-type=\"concepts\">\u53c2\u6570<\/mark>\u5927\u5c0f\u589e\u957f\u4f5c\u4e3a\u8ba1\u7b97\u9700\u6c42\u6307\u6807\uff08\u7070\u7ebf\uff09\uff0c\u4e0e\u786c\u4ef6\u6027\u80fd\u6307\u6807\uff08\u5de6\u8f74\uff09\u548c\u5236\u9020\u6210\u672c\u8fdb\u884c\u6bd4\u8f83\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u4ec5\u9075\u5faa\u4f20\u7edf\u7684\u786c\u4ef6\u5f00\u53d1\u5b9e\u8df5\u4e0d\u8db3\u4ee5\u6ee1\u8db3<mark data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\" data-type=\"concepts\">\u4eba\u5de5\u667a\u80fd<\/mark> (AI) \u7cfb\u7edf\u5bf9\u9ad8\u6548\u8ba1\u7b97\u80fd\u529b\u7684\u9700\u6c42\uff0c\u65e0\u8bba\u5b83\u4eec\u662f\u90e8\u7f72\u5728\u6570\u636e\u4e2d\u5fc3\u8fd8\u662f\u8fb9\u7f18\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-365c7c3cb89ba104a7e141fb651a3259.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-365c7c3cb89ba104a7e141fb651a3259.png\"><\/a><\/p>\n<section>\u56fe 2\uff1a\u975e\u5e38\u89c4\u8ba1\u7b97\uff0c\u5305\u62ec\u56db\u4e2a\u4e3b\u8981\u7684\u3001\u90e8\u5206\u91cd\u53e0\u7684\u3001\u53d7\u5927\u8111\u542f\u53d1\u7684\u8ba1\u7b97\u6846\u67b6\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u56e0\u6b64\uff0c\u4eba\u4eec\u5bf9\u4e3b\u8981\u9488\u5bf9<mark data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\" data-type=\"concepts\">\u4eba\u5de5\u667a\u80fd<\/mark>\u4f18\u5316\u7684\u8282\u80fd\u786c\u4ef6\u8d8a\u6765\u8d8a\u611f\u5174\u8da3\u3002\u4ece\u4eba\u8111\u6c72\u53d6\u7075\u611f\uff0c\u5e76\u5c06\u8fd9\u4e9b\u89c1\u89e3\u878d\u5165\u786c\u4ef6\u8bbe\u8ba1\u6216\u667a\u80fd\u6750\u6599\u8bbe\u8ba1\u3002\u7c7b\u8111\u8ba1\u7b97\u53ef\u4ee5\u88ab\u89c6\u4e3a\u975e\u5e38\u89c4\u8ba1\u7b97 (UC) \u8303\u5f0f\u7684\u4e00\u4e2a\u5b50\u7c7b\u3002UC \u7684\u5171\u540c\u7279\u70b9\u662f\u5b83\u901a\u5e38\u6d89\u53ca\u76f4\u63a5\u64cd\u4f5c\u7269\u7406\u7cfb\u7edf\u6765\u6267\u884c\u8ba1\u7b97\u4efb\u52a1\uff0c\u800c\u4e0d\u662f\u64cd\u7eb5\u7b26\u53f7\u3002\u9664\u4e86\u7c7b\u8111\u8ba1\u7b97\u4e4b\u5916\uff0c\u5b83\u8fd8\u6d89\u53ca\u591a\u79cd\u65b9\u6cd5\uff0c\u4f8b\u5982\u5206\u5b50\u8ba1\u7b97\u3001<mark data-id=\"8c84a50b-5150-49d5-8512-f7859377c3e2\" data-type=\"tech_methods\">\u91cf\u5b50\u8ba1\u7b97<\/mark>\u3001\u5149\u5b66\u8ba1\u7b97\u548c\u70ed\u529b\u5b66\u8ba1\u7b97\u3002<\/p>\n<p>\u7c7b\u8111\u8ba1\u7b97\u7684\u76ee\u6807\u662f\u901a\u8fc7\u4ece\u5927\u8111\u7684\u7ed3\u6784\u548c\u529f\u80fd\u4e2d\u6c72\u53d6\u7075\u611f\uff0c\u521b\u5efa\u6bd4\u73b0\u6709\u8ba1\u7b97\u7cfb\u7edf\u66f4\u9ad8\u6548\u3001\u9002\u5e94\u6027\u66f4\u5f3a\u3001\u66f4\u5f3a\u5927\u3001\u80fd\u591f\u6267\u884c\u590d\u6742\u8ba4\u77e5\u4efb\u52a1\u7684\u8ba1\u7b97\u7cfb\u7edf\u3002<mark data-id=\"c41edb07-0b2d-44c7-b056-16925a1ae0e8\" data-type=\"tech_tasks\">\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97<\/mark>\u3001\u8d85\u7ef4\u8ba1\u7b97\u3001\u50a8\u5c42\u8ba1\u7b97\u548c\u5185\u5b58\u8ba1\u7b97\uff0c\u90fd\u662f\u53ef\u4ee5\u88ab\u89c6\u4e3a\u7c7b\u8111\u8ba1\u7b97\u5b50\u9886\u57df\u7684\u8ba1\u7b97\u8303\u5f0f\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5b83\u4eec\u6709\u91cd\u53e0\u3002<\/p>\n<p><strong>\u8be5\u7efc\u8ff0\u7cfb\u7edf\u56de\u987e\u4e86 2016 \u5e74\u81f3 2023 \u5e74\u4e4b\u95f4\u7684\u7c7b\u8111\u8ba1\u7b97\u51fa\u7248\u7269\uff0c\u4ee5\u56de\u7b54\u4ee5\u4e0b\u5173\u952e\u95ee\u9898\uff1a<\/strong><\/p>\n<p>1\u3001\u6b63\u5728\u63a2\u7d22\u54ea\u4e9b\u4e0d\u540c\u7684\u7c7b\u8111\u8ba1\u7b97\u65b9\u6cd5\uff1f<\/p>\n<p>2\u3001\u7c7b\u8111\u8ba1\u7b97\u9002\u7528\u4e8e\u54ea\u4e9b\u5e94\u7528\uff1f<\/p>\n<p>3\u3001\u4e0d\u540c\u65b9\u6cd5\u5728\u80fd\u6e90\u6548\u7387\u65b9\u9762\u7684\u6743\u8861\u662f\u4ec0\u4e48\uff1f<\/p>\n<p>\u6587\u732e\u68c0\u7d22\u662f\u7cfb\u7edf\u6587\u732e\u7efc\u8ff0\u7684\u7b2c\u4e00\u6b65\uff0c\u4e5f\u662f\u786e\u5b9a\u7814\u7a76\u95ee\u9898\u7684\u7b2c\u4e00\u6b65\u3002\u4e0b\u56fe\u56fe 3 \u63cf\u8ff0\u4e86\u5148\u524d\u6587\u732e\u7efc\u8ff0\u4e2d\u6bcf\u4e2a\u4e3b\u9898\u7684\u767e\u5206\u6bd4\u4efd\u989d\u3002\u795e\u7ecf\u5f62\u6001\u548c\u5185\u5b58\u8ba1\u7b97\u662f\u7814\u7a76\u6700\u591a\u7684\u8111\u542f\u53d1\u65b9\u6cd5\uff0c\u5360\u5148\u524d\u6587\u732e\u7efc\u8ff0\u7684 50% \u4ee5\u4e0a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c45d176a0764659a24a444f1fcd77627.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c45d176a0764659a24a444f1fcd77627.png\"><\/a><\/p>\n<section>\u56fe 3\uff1a\u5bf9\u5148\u524d\u6587\u732e\u7efc\u8ff0\u6240\u7814\u7a76\u7684\u8111\u542f\u53d1\u8ba1\u7b97\u4e3b\u9898\u7684\u6982\u8ff0\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u9996\u5148\uff0c\u5bf9\u795e\u7ecf\u5f62\u6001\u3001\u5185\u5b58\u3001\u50a8\u5c42\u548c\u8d85\u7ef4\u8ba1\u7b97\u8fdb\u884c\u4e86\u57fa\u672c\u4ecb\u7ecd\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=35059\/#%E5%86%85%E5%AD%98%EF%BC%88%E8%BF%91%E5%86%85%E5%AD%98%EF%BC%89%E8%AE%A1%E7%AE%97\" >\u5185\u5b58\uff08\u8fd1\u5185\u5b58\uff09\u8ba1\u7b97<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=35059\/#%E7%A5%9E%E7%BB%8F%E5%BD%A2%E6%80%81%E8%AE%A1%E7%AE%97\" >\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=35059\/#%E5%82%A8%E5%B1%82%E8%AE%A1%E7%AE%97\" >\u50a8\u5c42\u8ba1\u7b97<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=35059\/#%E8%B6%85%E7%BB%B4%E8%AE%A1%E7%AE%97%EF%BC%88%E7%9F%A2%E9%87%8F%E7%AC%A6%E5%8F%B7%E6%9E%B6%E6%9E%84%EF%BC%89\" >\u8d85\u7ef4\u8ba1\u7b97\uff08\u77e2\u91cf\u7b26\u53f7\u67b6\u6784\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/17aitech.com\/?p=35059\/#AI_%E8%BF%9B%E6%AD%A5\" >AI \u8fdb\u6b65<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/17aitech.com\/?p=35059\/#%E8%83%BD%E6%BA%90%E6%95%88%E7%8E%87%E8%A7%86%E8%A7%92\" >\u80fd\u6e90\u6548\u7387\u89c6\u89d2<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E5%86%85%E5%AD%98%EF%BC%88%E8%BF%91%E5%86%85%E5%AD%98%EF%BC%89%E8%AE%A1%E7%AE%97\"><\/span><strong>\u5185\u5b58\uff08\u8fd1\u5185\u5b58\uff09\u8ba1\u7b97<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u51af\u00b7\u8bfa\u4f9d\u66fc\u74f6\u9888\u662f\u73b0\u4ee3\u8ba1\u7b97\u673a\u63d0\u9ad8\u6027\u80fd\u548c\u80fd\u6548\u7684\u4e00\u4e2a\u6839\u672c\u9650\u5236\u3002\u5728\u6570\u5b57\u8ba1\u7b97\u673a\u4e2d\uff0c\u4e0d\u540c\u5c42\u6b21\u7684\u5185\u5b58\u5355\u5143\u4e3b\u8981\u5728\u7269\u7406\u4e0a\u4e0e\u5904\u7406\u5355\u5143\u5206\u79bb\uff0c\u7528\u4e8e\u5b58\u50a8\u6570\u636e\u548c\u6307\u4ee4\u3002\u8003\u8651\u5230\u6709\u9650\u7684\u5185\u5b58\u54cd\u5e94\u65f6\u95f4\u548c\u5e26\u5bbd\uff0c\u6570\u636e\u4f20\u8f93\uff08\u4ece\u5185\u5b58\u5230\u5904\u7406\u5355\u5143\uff0c\u53cd\u4e4b\u4ea6\u7136\uff09\u4f1a\u4ea7\u751f\u5927\u91cf\u7684\u80fd\u6e90\u548c\u5ef6\u8fdf\uff08\u54cd\u5e94\u5ef6\u8fdf\uff09\u6210\u672c\u3002\u6b64\u5916\uff0c\u5185\u5b58\u5927\u5c0f\u548c\u5e26\u5bbd\u9762\u4e34\u7740\u6269\u5c55\u6311\u6218\u3002<\/p>\n<p>\u8fd9\u4e9b\u9650\u5236\u4fc3\u4f7f\u786c\u4ef6\u8bbe\u8ba1\u5e08\u4ece\u4ee5\u5904\u7406\u5668\u4e3a\u4e2d\u5fc3\u7684\u8bbe\u8ba1\u8fc1\u79fb\u5230\u4ee5\u6570\u636e\u4e3a\u4e2d\u5fc3\u7684\u8bbe\u8ba1\uff0c\u5176\u4e2d\u5185\u5b58\u7cfb\u7edf\u53ef\u4ee5\u540c\u65f6\u5b58\u50a8\u548c\u5904\u7406\u6570\u636e\uff0c\u8fd9\u79cd\u65b9\u6cd5\u79f0\u4e3a\u5185\u5b58\u8ba1\u7b97\u3002\u5185\u5b58\u8ba1\u7b97\u7684\u7075\u611f\u6765\u81ea\u5927\u8111\u4e2d\u7684\u7a81\u89e6\u64cd\u4f5c\uff0c\u65e8\u5728\u6574\u5408\u5185\u5b58\u548c\u5904\u7406\u5355\u5143\uff0c\u4ee5\u89e3\u51b3\u73b0\u4ee3\u8ba1\u7b97\u7cfb\u7edf\u7684\u6570\u636e\u79fb\u52a8\u74f6\u9888\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-39dd4cb36a2b545065b81152e3356b79.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-39dd4cb36a2b545065b81152e3356b79.png\"><\/a><\/p>\n<p>\u56fe 4\uff1a\u5185\u5b58\u8ba1\u7b97\uff0c\u4ece\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\uff08\u5de6\uff09\u5230\u5668\u4ef6\u6750\u6599\u79d1\u5b66\uff08\u53f3\uff09\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n<p>\u4e0e\u6570\u5b57\u89e3\u51b3\u65b9\u6848\u76f8\u6bd4\uff0c\u8fd9\u79cd\u975e\u51af\u00b7\u8bfa\u4f9d\u66fc\u65b9\u6cd5\u663e\u8457\u51cf\u5c11\u4e86\u5185\u5b58\u8bbf\u95ee\u6b21\u6570\uff0c\u4ece\u800c\u63d0\u4f9b\u4e86\u4e00\u79cd\u5927\u89c4\u6a21\u5e76\u884c\u4e14\u66f4\u8282\u80fd\u7684\u89e3\u51b3\u65b9\u6848\u3002\u7136\u800c\uff0c\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u9a71\u52a8\u5185\u5b58\u8ba1\u7b97\u6838\u5fc3\u9700\u8981\u5916\u56f4\u7535\u8def\uff0c\u4f8b\u5982\u6a21\u6570\u8f6c\u6362\u5668\u548c\u6570\u6a21\u8f6c\u6362\u5668 (ADC\/DAC)\u3001\u5168\u5c40\u5185\u5b58\u548c\u63a7\u5236\u5668<mark data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\" data-type=\"concepts\">\u903b\u8f91<\/mark>\uff0c\u8fd9\u4e9b\u5bf9\u82af\u7247\u7684\u603b\u529f\u8017\u6709\u663e\u8457\u8d21\u732e\u3002\u76f8\u5173\u6311\u6218\u5305\u62ec\u5b9e\u73b0\u66f4\u9ad8\u7684\u8ba1\u7b97\u7cbe\u5ea6 \u3001\u8bbe\u5907\u56fa\u6709\u7684\u968f\u673a\u5207\u6362\u53ca\u5176\u5bf9\u53ef\u9760\u6027\u7684\u5f71\u54cd\u4ee5\u53ca\u5e76\u884c\u6027\u6c34\u5e73\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%A5%9E%E7%BB%8F%E5%BD%A2%E6%80%81%E8%AE%A1%E7%AE%97\"><\/span><strong><mark data-id=\"c41edb07-0b2d-44c7-b056-16925a1ae0e8\" data-type=\"tech_tasks\">\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u73b0\u4ee3\u56fe\u5f62\u5904\u7406\u5355\u5143 (GPU) \u76ee\u524d\u53ef\u4e3a\u6570\u5b66\u8fd0\u7b97\uff08\u5982 MAC\uff09\u63d0\u4f9b\u5927\u7ea6\u6bcf\u79d2\u6570\u5341\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97 (TFLOPS)\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u4eba\u7c7b\u5927\u8111\u5728\u89e3\u51b3\u590d\u6742\u7684\u8ba4\u77e5\u4efb\u52a1\u65b9\u9762\u975e\u5e38\u9ad8\u6548\uff0c\u4f8b\u5982<mark data-id=\"3ff3ab31-7595-48d8-905a-baddfecc22be\" data-type=\"tech_tasks\">\u4eba\u8138\u8bc6\u522b<\/mark>\u3001\u9a7e\u9a76\u548c<mark data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\" data-type=\"concepts\">\u903b\u8f91<\/mark>\u51b3\u7b56\u3002\u636e\u4f30\u8ba1\uff0c\u5927\u8111\u6bcf\u79d2\u6267\u884c\u7ea6 10^15 \u6b21\u300c\u64cd\u4f5c\u300d\uff0c\u6d88\u8017\u7ea6 20 W\u2014\u2014\u660e\u663e\u4f4e\u4e8e\u6267\u884c\u7c7b\u4f3c\u4efb\u52a1\u7684\u73b0\u4ee3\u8d85\u7ea7\u8ba1\u7b97\u673a\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5728\u8fc7\u53bb\u7684\u51e0\u5341\u5e74\u91cc\uff0c\u76f4\u63a5\u5728\u786c\u4ef6\u4e2d\u6a21\u62df\u8111\u7ec6\u80de\u7684\u529f\u80fd\u5f15\u8d77\u4e86\u5e7f\u6cdb\u5173\u6ce8\uff0c\u8fd9\u4e00\u6982\u5ff5\u88ab\u79f0\u4e3a<mark data-id=\"c41edb07-0b2d-44c7-b056-16925a1ae0e8\" data-type=\"tech_tasks\">\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97<\/mark>\u3002\u76ee\u6807\u662f\u5f00\u53d1\u53d7\u5927\u8111\u542f\u53d1\u7684\u9002\u5e94\u6027\u5f3a\u3001\u53ef\u5b66\u4e60\u4e14\u8282\u80fd\u7684\u8ba1\u7b97\u7cfb\u7edf\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-89146410b280d320cf443e15c6e72020.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-89146410b280d320cf443e15c6e72020.png\"><\/a><\/p>\n<section>\u56fe 5\uff1a\uff08a\uff09\u751f\u7269<mark data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\" data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u7ec6\u80de\u793a\u610f\u56fe\u548c\u8109\u51b2\u7684\u7535\u7279\u6027\u3002\uff08b\uff09\u4eba\u5de5\u8109\u51b2<mark data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\" data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u7684\u7b80\u5355\u6a21\u578b\u3002\uff08c\uff09\u7528\u4e8e\u786c\u4ef6\u5b9e\u73b0<mark data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\" data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u6a21\u578b\u7684\u7b80\u5355\u7535\u5b50\u7535\u8def\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p><mark data-id=\"30bbd72d-cf8a-4b20-a73d-9c126d46b19b\" data-type=\"tech_methods\">\u8109\u51b2<mark data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\" data-type=\"tech_methods\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark> (SNN) \u662f\u4eba\u5de5<mark data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\" data-type=\"tech_methods\">\u795e\u7ecf\u7f51\u7edc<\/mark> (ANN) \u7684\u4e00\u4e2a\u5b50\u7c7b\u3002\u4e0e\u4f20\u7edf\u7684 DNN \u4e0d\u540c\uff0c\u5728\u4f20\u7edf\u7684 DNN \u4e2d\uff0c\u5b9e\u503c\u4fe1\u53f7\uff08\u4f8b\u5982\u6d6e\u70b9\u6570\uff09\u88ab\u5b58\u50a8\u4e3a<mark data-id=\"149a12cf-10c2-4555-9899-cc6dee319ef5\" data-type=\"concepts\">\u6743\u91cd<\/mark>\u548c\u8f93\u5165\u6fc0\u6d3b\uff0c\u800c SNN \u5c06\u6570\u636e\u7f16\u7801\u4e3a\u8109\u51b2\u7684\u65f6\u95f4\u52a8\u6001\u3002\u5177\u4f53\u800c\u8a00\uff0c\u8109\u51b2\u662f\u65f6\u95f4\u4e0a\u7684\u79bb\u6563\u4e8b\u4ef6\uff0c\u4fe1\u606f\u901a\u5e38\u57fa\u4e8e\u8fd9\u4e9b\u4e8b\u4ef6\u7684\u65f6\u95f4\u987a\u5e8f\u800c\u4e0d\u662f\u5176\u5927\u5c0f\u8fdb\u884c\u7f16\u7801\u3002SNN \u65b9\u6cd5\u7684\u6838\u5fc3\u6982\u5ff5\u4e4b\u4e00\u662f<mark data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\" data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u6a21\u578b\uff0c\u5b83\u4ee3\u8868<mark data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\" data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u53ca\u5176\u4e92\u8fde\u7684\u786c\u4ef6\uff08\u6216\u8ba1\u7b97\uff09\u6a21\u578b\u3002<\/p>\n<p>\u795e\u7ecf\u5f62\u6001\u5de5\u7a0b\u53d7\u76ca\u4e8e\u6750\u6599\u79d1\u5b66\uff0c\u53ef\u4ee5\u5f00\u53d1\u51fa\u521b\u65b0\u8bbe\u5907\uff0c\u4ece\u800c\u63d0\u4f9b\u66f4\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%82%A8%E5%B1%82%E8%AE%A1%E7%AE%97\"><\/span><strong>\u50a8\u5c42\u8ba1\u7b97<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><mark data-id=\"44d524cd-13ec-4866-a08b-019ef6864b81\" data-type=\"tech_methods\">\u751f\u7269<mark data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\" data-type=\"tech_methods\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark>\u5faa\u73af\u8fde\u63a5\u4e2d\u53d1\u73b0\u7684\u65f6\u95f4\u52a8\u6001\u662f\u50a8\u5c42\u8ba1\u7b97\u9886\u57df\u7684\u53e6\u4e00\u4e2a\u5927\u8111\u7075\u611f\u6765\u6e90\u3002\u5c3d\u7ba1\u5faa\u73af<mark data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\" data-type=\"tech_methods\">\u795e\u7ecf\u7f51\u7edc<\/mark> (RNN) \u5728\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u7531\u4e8e<mark data-id=\"c8b44611-367f-4217-b242-4eaed195dd4d\" data-type=\"concepts\">\u68af\u5ea6\u6d88\u5931\u95ee\u9898<\/mark>\uff0cRNN \u7684\u8bad\u7ec3\u5177\u6709\u6311\u6218\u6027\uff0c\u5e76\u4e14\u5728\u65f6\u95f4\u548c\u529f\u8017\u65b9\u9762\u8fd0\u884c\u6210\u672c\u9ad8\u6602\u3002\u6b64\u5916\uff0c\u9700\u8981\u66f4\u591a\u7684\u5faa\u73af\u5355\u5143\u548c\u8bad\u7ec3\u6570\u636e\u624d\u80fd\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u5b9e\u73b0\u66f4\u9ad8\u7684\u6027\u80fd\u3002\u4e3a\u4e86\u514b\u670d\u8fd9\u4e9b\u6311\u6218\uff0c\u50a8\u5c42\u8ba1\u7b97\u00a0(RC)\u4f5c\u4e3a\u4e00\u79cd RNN \u8ba1\u7b97\u6a21\u578b\uff0c\u5df2\u88ab\u8bc1\u660e\u662f\u4e00\u79cd\u6709\u6548\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86 RNN \u7684\u8ba1\u7b97\u95ee\u9898\u3002<\/p>\n<p>RC \u662f\u4e00\u4e2a\u5e7f\u4e49\u672f\u8bed\uff0c\u6307\u7684\u662f\u7c7b\u4f3c\u65b9\u6cd5\uff0c\u5305\u62ec<mark data-id=\"83eb3f4e-63fc-4ec5-896e-c7b818690f7a\" data-type=\"tech_methods\">\u56de\u58f0\u72b6\u6001\u7f51\u7edc<\/mark> (ESN) \u548c\u6db2\u6001\u673a (LSM)\uff0c\u5b83\u4eec\u4f7f\u7528\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u7f16\u7801\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e110a45dc3eda0529e9735c91751684b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e110a45dc3eda0529e9735c91751684b.png\"><\/a><\/p>\n<section>\u56fe 6\uff1a\u9ad8\u7ea7\u6295\u5f71\u7684\u793a\u4f8b\u548c RC \u7cfb\u7edf\u7684\u5e7f\u4e49\u793a\u610f\u56fe\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u50a8\u5c42\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u6750\u6599\u7cfb\u7edf\u4e2d\u5b9e\u73b0\uff0c\u4f8b\u5982\u5fc6\u963b\u5668\u3001\u81ea\u65cb\u8f6c\u77e9\u7eb3\u7c73\u632f\u8361\u5668\u548c\u6709\u673a\u7535\u5316\u5b66\u88c5\u7f6e\u3002\u50a8\u5c42\u4e0d\u9700\u8981\u8bad\u7ec3\uff1b\u5b83\u5229\u7528\u5e95\u5c42\u6750\u6599\u7cfb\u7edf\u56fa\u6709\u7684\u65f6\u95f4\u52a8\u529b\u5b66\u8fdb\u884c\u9ad8\u7ef4\u6295\u5f71\u3002\u6b64\u5916\uff0c\u77ed\u671f\u8bb0\u5fc6\u662f\u4e0d\u540c\u50a8\u5b58\u5668\u7684\u5171\u540c\u7279\u5f81\uff0c\u5b83\u4f1a\u5728\u7279\u5b9a\u65f6\u95f4\u5185\u6d88\u5931\u3002<\/p>\n<p>\u50a8\u5c42\u7684\u529f\u80fd\u4e0d\u6613\u89e3\u91ca\uff0c\u56e0\u4e3a\u5b83\u662f\u4e00\u4e2a\u590d\u6742\u7684\u52a8\u6001\u7cfb\u7edf\u3002\u7136\u800c\uff0c\u4eba\u4eec\u8ba4\u4e3a\u4e0d\u540c\u8282\u70b9\u4e4b\u95f4\u7684\u5faa\u73af\u8fde\u63a5\u4ee5\u53ca\uff08\u53ef\u53d8\u7684\uff09\u65f6\u95f4\u5ef6\u8fdf\u4f1a\u5bfc\u81f4\u9ad8\u7ef4\u8f93\u5165<mark data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\" data-type=\"concepts\">\u6620\u5c04<\/mark>\u3002\u7136\u540e\uff0c\u9ad8\u7ef4\u7279\u5f81\u53d8\u4e3a\u7ebf\u6027\u53ef\u5206\uff0c\u8bfb\u51fa\uff08\u7ebf\u6027\uff09\u5c42\u5c06\u8fd9\u4e9b\u7279\u5f81\u4e0e\u6240\u9700\u8f93\u51fa\u76f8\u5173\u8054\u3002\u4e0e RNN \u76f8\u6bd4\uff0cRC \u6a21\u578b\u7684\u53ef\u5b66\u4e60<mark data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\" data-type=\"concepts\">\u53c2\u6570<\/mark>\u660e\u663e\u8f83\u5c11\uff0c\u4ec5\u5728\u8bfb\u51fa\uff08\u7ebf\u6027\uff09\u5c42\u4e2d\u3002\u56e0\u6b64\uff0c\u5bf9\u4e8e\u624b\u52bf\u8bc6\u522b\u7b49\u65f6\u95f4\u4efb\u52a1\uff0cRC \u65b9\u6cd5\u89e3\u51b3\u4e86 RNN \u8bad\u7ec3\u9636\u6bb5\u6210\u672c\u9ad8\u6602\u7684\u95ee\u9898\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E8%B6%85%E7%BB%B4%E8%AE%A1%E7%AE%97%EF%BC%88%E7%9F%A2%E9%87%8F%E7%AC%A6%E5%8F%B7%E6%9E%B6%E6%9E%84%EF%BC%89\"><\/span><strong>\u8d85\u7ef4\u8ba1\u7b97\uff08\u77e2\u91cf\u7b26\u53f7\u67b6\u6784\uff09<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4eba\u8111\u5728\u5b8c\u6210\u590d\u6742\u8ba4\u77e5\u4efb\u52a1\u65f6\u7684\u80fd\u91cf\u6548\u7387\u53ef\u4ee5\u5f52\u56e0\u4e8e\u5927\u8111\u5904\u7406\u6a21\u5f0f\u800c\u4e0d\u662f\u6267\u884c\u7cbe\u786e\u7684\u6570\u5b66\u8fd0\u7b97\u3002\u6bcf\u4e2a\u7a81\u89e6\u64cd\u4f5c\uff08<mark data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\" data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u76f8\u4e92\u901a\u4fe1\u5e76\u5f62\u6210\/\u52a0\u5f3a\u8fde\u63a5\uff09\u90fd\u4f1a\u6d88\u8017\u5c11\u91cf\u80fd\u91cf\uff0c\u800c\u4f7f\u7528\u4f20\u7edf\u7535\u5b50\u7535\u8def\u5728\u786c\u4ef6\u4e2d\u5b9e\u73b0<mark data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\" data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u6a21\u578b\u5219\u9700\u8981\u9ad8\u51fa\u51e0\u4e2a\u6570\u91cf\u7ea7\u7684\u80fd\u91cf\u3002\u56e0\u6b64\uff0c\u6700\u8fd1\u51fa\u73b0\u4e86\u4e00\u79cd\u8ba1\u7b97\u6846\u67b6\uff0c\u5176\u7075\u611f\u6765\u81ea\u795e\u7ecf\u56de\u8def\u7684\u5c5e\u6027\uff0c\u800c\u4e0d\u662f\u5355\u4e2a<mark data-id=\"b5cce590-1c61-4d22-8e75-fe74128079c3\" data-type=\"concepts\">\u795e\u7ecf\u5143<\/mark>\u7684\u5efa\u6a21\uff0c\u5373\u8d85\u7ef4\u8ba1\u7b97\u3002<\/p>\n<p>\u8d85\u7ef4\u8ba1\u7b97\uff08HD\uff0c\u4e5f\u79f0\u4e3a\u77e2\u91cf\u7b26\u53f7\u67b6\u6784\uff09\u7684\u6838\u5fc3\u662f\u7ef4\u6570\u7ea6\u4e3a 1000 s \u7684\u8d85\u5411\u91cf\uff0c\u5b83\u4eec\u662f\uff08\u4f2a\uff09\u968f\u673a\u7684\uff0c\u5177\u6709\u72ec\u7acb\u4e14\u76f8\u540c\u7684\u5206\u5e03\uff08i.i.d\uff09\u5206\u91cf\uff1b\u5373\u8fd1\u4f3c\u6b63\u4ea4\u5411\u91cf\u3002\u4f8b\u5982\uff0c\u5728\u7ecf\u5178\u8ba1\u7b97\u673a\u4e2d\uff0c\u56fe\u50cf\u7531\u50cf\u7d20\u5f3a\u5ea6\u77e9\u9635\u8868\u793a\uff0c\u5176\u4e2d\u66f4\u9ad8\u7684\u5f3a\u5ea6\u610f\u5473\u7740\u66f4\u4eae\u7684\u50cf\u7d20\u3002\u4f46\u662f\uff0c\u56fe\u50cf\u4e5f\u53ef\u4ee5\u5b58\u50a8\u4e3a\u8d85\u7ef4\u5411\u91cf\uff08\u4f8b\u5982\uff0c\u7ef4\u6570\u4e3a 10,000\uff09\uff0c\u8fd9\u662f\u4e00\u79cd\u5b8c\u5168\u6574\u4f53\u7684\u8868\u793a\uff0c\u8d85\u5411\u91cf\u4e2d\u7684\u6bcf\u4e2a\u6570\u636e\u5355\u5143\uff08\u4e8c\u8fdb\u5236\u6570\u5b57\uff09\u90fd\u5305\u542b\u4e0e\u5176\u4ed6\u6570\u636e\u5355\u5143\u76f8\u540c\u7684\u4fe1\u606f\u91cf\u3002\u8fd9\u79cd\u8d85\u5bbd\u4fe1\u606f\u8868\u793a\u5141\u8bb8\u66f4\u5feb\u4f46\u66f4\u53ef\u9760\u7684<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\u65b9\u6cd5\u3002<\/p>\n<p>\u5c06\u4fe1\u606f\u7f16\u7801\u4e3a\u8d85\u5411\u91cf\u540e\uff0c\u53ef\u4ee5\u5b9a\u4e49\u4e00\u7ec4\u64cd\u4f5c\u6765\u7ec4\u5408\u3001\u64cd\u4f5c\u548c\u6bd4\u8f83\u8d85\u5411\u91cf \u3002\u5177\u4f53\u800c\u8a00\uff0c\u8d85\u5411\u91cf\u7c7b\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u68c0\u67e5\u662f\u9ad8\u6e05\u8ba1\u7b97\u4e2d\u6570\u636e\u5206\u7c7b\u7684\u91cd\u8981\u6b65\u9aa4\u3002\u6b64\u5916\uff0c\u8d85\u7ef4\u8ba1\u7b97\u4e2d\u4f7f\u7528\u4e09\u79cd\u64cd\u4f5c\uff0c\u5373\u6346\u7ed1\u3001\u7ed1\u5b9a\u548c\u7f6e\u6362\uff0c\u5206\u522b\u7528\u4e8e\u7d2f\u79ef\u3001\u5728\u4fdd\u7559\u76f8\u4f3c\u6027\u7684\u60c5\u51b5\u4e0b\u7ec4\u5408\u4ee5\u53ca\u751f\u6210\u65b0\u7684\u8d85\u5411\u91cf\u3002<\/p>\n<p>\u7528\u786c\u4ef6\u5b9e\u73b0\u5411\u91cf\u7b26\u53f7\u67b6\u6784\u6765\u64cd\u4f5c\u5927\u578b\u8d85\u5411\u91cf\u53ef\u80fd\u975e\u5e38\u5177\u6709\u6311\u6218\u6027\u3002\u7531\u4e8e\u5185\u5b58\u8bbf\u95ee\u901f\u5ea6\u6162\uff0c\u6bd4\u8f83\u548c\u6392\u5217 HD \u5411\u91cf\u5f88\u5feb\u5c31\u4f1a\u6210\u4e3a\u74f6\u9888\u3002\u56e0\u6b64\uff0c\u5185\u5b58\u8ba1\u7b97\u4f5c\u4e3a\u4e00\u79cd\u8282\u80fd\u7684\u8d85\u7ef4\u8ba1\u7b97\u65b9\u6cd5\u88ab\u5e7f\u6cdb\u7814\u7a76\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"AI_%E8%BF%9B%E6%AD%A5\"><\/span><strong>AI \u8fdb\u6b65<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u56fe 7 \u63cf\u8ff0\u4e86<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\u548c<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\u7684\u8111\u542f\u53d1\u786c\u4ef6\u4e24\u4e2a\u9886\u57df\u7684\u5df2\u53d1\u8868\u6587\u7ae0\u6570\u91cf\uff0c\u81ea 2015 \u5e74\u4ee5\u6765\uff0c\u8fd9\u4e24\u4e2a\u6570\u5b57\u90fd\u6025\u5267\u4e0a\u5347\u3002\u8fd9\u79cd\u8d8b\u52bf\u5728\u795e\u7ecf\u5f62\u6001\u3001\u5185\u5b58\u548c\u50a8\u5c42\u8ba1\u7b97\u9886\u57df\u66f4\u4e3a\u660e\u663e\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-df35f83ce23fd64bc60d4a863b10adc2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-df35f83ce23fd64bc60d4a863b10adc2.png\"><\/a><\/p>\n<section>\u56fe 7\uff1a\u4e3b\u6d41\u8111\u542f\u53d1\u8ba1\u7b97\u8303\u5f0f\u7684\u5df2\u53d1\u8868\u6587\u7ae0\u6570\u91cf\uff08\u4f7f\u7528 IEEE Xplore\u3001Nature \u548c ACM \u6570\u5b57\u56fe\u4e66\u9986\uff09\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u8fd9\u79cd\u76f8\u5173\u6027\u5f88\u6709\u8da3\uff0c\u539f\u56e0\u6709\u4e8c\u3002\u9996\u5148\uff0c\u5b83\u8868\u660e\u968f\u7740<mark 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