{"id":23726,"date":"2024-12-27T11:09:40","date_gmt":"2024-12-27T03:09:40","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=23726"},"modified":"2024-12-27T11:09:40","modified_gmt":"2024-12-27T03:09:40","slug":"15%e5%a4%a7%e6%9c%ba%e6%9e%84%e5%8d%81%e5%b9%b4%e7%a0%94%e7%a9%b6%e8%af%81%e6%98%8e%ef%bc%9a%e6%97%a0%e7%ba%a6%e6%9d%9fai%e5%bf%85%e7%84%b6%e8%b6%85%e8%b6%8a%e4%ba%ba%e7%b1%bb%ef%bc%8c%e5%88%9b","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/12\/27\/23726\/","title":{"rendered":"15\u5927\u673a\u6784\u5341\u5e74\u7814\u7a76\u8bc1\u660e\uff1a\u65e0\u7ea6\u675fAI\u5fc5\u7136\u8d85\u8d8a\u4eba\u7c7b\uff0c\u521b\u9020\u80fd\u529b\u4e5f\u66f4\u5f3a\uff01"},"content":{"rendered":"<div><img data-dominant-color=\"bebbba\" data-has-transparency=\"false\" style=\"--dominant-color: #bebbba;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-23728\" 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decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202412\/27\/9545648918baed0dc57154af56d20dad0c6e45.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" 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one\uff09\u8d85\u8d8a\u4eba\u7c7b\u667a\u80fd\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202412\/27\/a20b9d9427982fd9777444d07970a199d86ed6.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u8bba\u6587\u94fe\u63a5\uff1a<\/p>\n<p>https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0925231224018241<\/p>\n<p>\u7c7b\u4f3c\u6570\u5b66\u548c\u7269\u7406\u7684\u533a\u522b\u4e00\u6837\uff0c\u5728\u4e0d\u5bf9AI\u6280\u672f\u65bd\u52a0\u9650\u5236\u7684\u60c5\u51b5\u4e0b\uff0c\u5fc5\u7136\u4f1a\u5206\u5316\u51fa\u4e00\u4e2a\u65b0\u5b66\u79d1\uff0c\u53d1\u5c55\u51fa\u4e0d\u540c\u7684\u7cfb\u7edf\u548c\u539f\u7406\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u4f30\u8ba1\uff0c\u8fd9\u7bc7\u8bba\u6587\u5c06\u5f00\u542f\u591a\u4e2a\u5168\u65b0\u7684\u7814\u7a76\u65b9\u5411\uff0c\u5305\u62ec\uff1a<\/p>\n<p>1. 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decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202412\/27\/a86043c7933118846477598823a793d1ff1349.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u56e0\u6b64\uff0c\u7ed9\u5b9a\u4efb\u610f\u5355\u4e2a\u795e\u7ecf\u5143\u7684\u4fe1\u53f7\u4f20\u9012\u5173\u7cfbA<sub>L<\/sub>(x)\uff0c\u5176\u6811\u7a81\u6811\u548c\u8f74\u7a81\u7684\u7a81\u89e6\u524d\u672b\u68a2\u4e4b\u95f4\uff0c\u5b58\u5728\u4e00\u4e2a\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fd1\u4f3c\u8be5\u51fd\u6570\uff0c\u8bef\u5dee\u53ef\u4ee5\u4efb\u610f\u5c0f\u3002<\/p>\n<p>\u540c\u6837\uff0c\u7ed9\u5b9a\u4efb\u610f\u76f8\u5e94\u7a81\u89e6\u5185\u7684\u795e\u7ecf\u9012\u8d28\u4f20\u9012\u5173\u7cfbS<sub>P<\/sub>(x)\uff0c\u5b58\u5728\u4e00\u4e2a\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u901a\u7528\u5730\u8fd1\u4f3cS<sub>P<\/sub>(x)\uff0c\u8bef\u5dee\u53ef\u4ee5\u4efb\u610f\u5c0f\u3002<\/p>\n<p>\u5728\u5b9e\u73b0\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u67b6\u6784\u6a21\u578b\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u5168\u8fde\u63a5\u524d\u9988\u7f51\u7edc\u3001\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u3001\u53d8\u6362\u5668\u3001\u6781\u9650\u5b66\u4e60\u673a\uff08ELMs\uff09\u7b49\u3002<\/p>\n<h4>AI\u8fd1\u4f3c\u5927\u8111\u53ca\u5b50\u7cfb\u7edf\u7684\u5b66\u4e60\u80fd\u529b<\/h4>\n<p>\u795e\u7ecf\u5143\u9075\u5faa\u300c\u5168\u6709\u6216\u5168\u65e0\u5b9a\u5f8b\u300d\uff08all-or-none law\uff09\uff0c\u5982\u679c\u4e00\u4e2a\u795e\u7ecf\u5143\u54cd\u5e94\uff0c\u5b83\u5fc5\u987b\u5b8c\u5168\u54cd\u5e94\uff1b\u7a81\u89e6\u7684\u529f\u80fd\u53ef\u4ee5\u88ab\u770b\u4f5c\u662f\u5168\u6709\u6216\u5168\u65e0\u7684\u5e73\u6ed1\uff1a<\/p>\n<p>1. \u7a81\u89e6\u7684\u975e\u7ebf\u6027\u51fd\u6570\u53ef\u80fd\u6ca1\u6709\u7edf\u4e00\u7684\u503c\uff1b<\/p>\n<p>2. \u5927\u8111\u7684\u7247\u6bb5\/\u533a\u57df\u5c42\u9762\u7684\u51fd\u6570\u548c\u7cfb\u7edf\u901a\u5e38\u4e0d\u662f\u7edf\u4e00\u7684\uff1b<\/p>\n<p>3. \u5355\u4e2a\u751f\u7269\u795e\u7ecf\u5143\u7684\u53d1\u5c04\u548c\u6291\u5236\u5468\u671f\u662f\u6709\u9650\u7684\u3002\u56e0\u6b64\uff0c\u5bf9\u4e8e\u4efb\u4f55\u5408\u7406\u7684\u6301\u7eed\u65f6\u95f4\uff0c\u795e\u7ecf\u5143\u4e2d\u53ef\u80fd\u6ca1\u6709\u65e0\u9650\u6570\u91cf\u7684\u632f\u8361\/\u5c16\u5cf0\u548c\u7a81\u89e6\u4e2d\u7684\u4fe1\u53f7\u4f20\u9012\uff0c\u5355\u4e2a\u795e\u7ecf\u5143\u548c\u7a81\u89e6\u7684\u975e\u7ebf\u6027\u51fd\u6570\u662f\u5206\u6bb5\u8fde\u7eed\u7684\uff1b<\/p>\n<p>4. \u795e\u7ecf\u5143\u53ef\u80fd\u901a\u8fc7\u819c\u7535\u4f4d\u7684\u53d8\u5316\uff08\u5206\u7ea7\u7535\u4f4d\uff09\u8fdb\u884c\u901a\u4fe1\uff0c\u7535\u4f4d\u66f4\u63a5\u8fd1\u300c\u6a21\u62df\u300d\u4fe1\u53f7\u800c\u4e0d\u662f\u300c\u79bb\u6563\u300d\u5c16\u5cf0\u3002<\/p>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u795e\u7ecf\u5143\u7684\u8868\u73b0\u53ef\u4ee5\u770b\u4f5c\u662f\u6570\u5b66\u4e0a\u300c\u5168\u6709\u6216\u5168\u65e0\u5e73\u6ed1\u51fd\u6570\u300d\uff08all-ornone smoothness function\uff09\u7684\u4e00\u4e2a\u7279\u4f8b\uff1a<\/p>\n<p>1. \u5982\u679c\u4e00\u4e2a\u751f\u7269\u795e\u7ecf\u5143\u5728\u63a5\u6536\u5230\u5176\u6811\u7a81\u6811\u7684\u4fe1\u53f7\u540e\u54cd\u5e94\uff0c\u5219\u5fc5\u987b\u5b8c\u5168\u54cd\u5e94\uff1b<\/p>\n<p>2. \u751f\u7406\u4e0a\uff0c\u5982\u679c\u4e00\u4e2a\u795e\u7ecf\u5143\u88ab\u6fc0\u53d1\uff0c\u5176\u8f74\u7a81\u5c06\u603b\u662f\u4ea7\u751f\u4e00\u4e2a\u7edf\u4e00\u5e45\u5ea6\u7684\u7535\u51b2\u52a8\uff0c\u5176\u9ad8\u5ea6\u65e0\u8bba\u523a\u6fc0\u7684\u5f3a\u5ea6\u6216\u6301\u7eed\u65f6\u95f4\u5982\u4f55\u90fd\u4fdd\u6301\u4e0d\u53d8\u3002\u795e\u7ecf\u5143\u8f74\u7a81\u8981\u4e48\u5b8c\u5168\u4f20\u9012\u6700\u5927\u54cd\u5e94\u7a7f\u8fc7\u7a81\u89e6\u5230\u4e0b\u4e00\u4e2a\u795e\u7ecf\u5143\uff0c\u8981\u4e48\u4e00\u70b9\u90fd\u4e0d\u4f20\u9012\u3002<\/p>\n<p>3. \u5168\u6709\u6216\u5168\u65e0\u5e73\u6ed1\u51fd\u6570\u4e0d\u4ec5\u5305\u62ec\u5728\u5927\u8111\u795e\u7ecf\u5143\u4e2d\u89c2\u5bdf\u5230\u7684\u5fc3\u7406\u5168\u6709\u6216\u5168\u65e0\u5b9a\u5f8b\uff0c\u8fd8\u5305\u62ec\u7a81\u89e6\u4e2d\u7684\u5206\u6bb5\u8fde\u7eed\u51fd\u6570\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202412\/27\/253051382bc3ea128867074b8c7a869ed51583.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p><strong>\u5927\u8111\u5168\u6709\u6216\u5168\u65e0\u5e73\u6ed1\u4fdd\u6301\u7684\u4e00\u822c\u5b9a\u7406\uff08All-or-None Smoothness Preservation<\/strong>\uff09<\/p>\n<p>\u5047\u8bbe\u6240\u6709\u51fd\u6570f, f<sub>1<\/sub>, f<sub>2<\/sub>, &#8230;, f<sub>k<\/sub>\u90fd\u662f\u5168\u6709\u6216\u5168\u65e0\u5e73\u6ed1\u5206\u6bb5\u8fde\u7eed\u7684\uff0c\u90a3\u4e48f(f<sub>1<\/sub>, f<sub>2<\/sub>, &#8230;, f<sub>k<\/sub>)\u662f\u5168\u6709\u6216\u5168\u65e0\u5e73\u6ed1\u5206\u6bb5\u8fde\u7eed\u7684\uff0c\u56e0\u6b64\uff0c\u7531\u987a\u5e8f\u94fe\u63a5\u7684\u795e\u7ecf\u5143\u548c\u7a81\u89e6\u6784\u6210\u7684\u4eba\u7c7b\u5927\u8111\u53ca\u5176\u4efb\u4f55\u6784\u6210\u533a\u57df\u90fd\u662f\u5168\u6709\u6216\u5168\u65e0\u5e73\u6ed1\u5206\u6bb5\u8fde\u7eed\u7684\u3002<\/p>\n<p><strong>\u5927\u8111\u7531AI\u5b6a\u751f\u8868\u793a\u7684\u4e00\u822c\u5b9a\u7406\uff08Brain-AI Representation\uff09<\/strong><\/p>\n<p>\u7ed9\u5b9a\u4efb\u4f55\uff08\u5b50\uff09\u7cfb\u7edf\u548c\u5927\u8111\u533a\u57df\u7684\u51fd\u6570f\uff0c\u4ee5\u53ca\u987a\u5e8f\u94fe\u63a5\u7684\u795e\u7ecf\u5143\u548c\u7a81\u89e6\uff0c\u4ee5\u53ca\u4efb\u610f\u6b63\u503c\u03b4\uff0c\u5b58\u5728\u4e00\u4e2a\u6a21\u578b\u4f7f\u5f97<img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202412\/27\/94c8c71127f0786ce1497887cdc56a23bc9a7d.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/>\u3002<\/p>\n<p>\u795e\u7ecf\u5143\u7684\u8fde\u63a5\u548c\u7535\u8def\u5f88\u50cf\uff0c\u867d\u7136\u6bcf\u4e2a\u7535\u8def\u5143\u4ef6\u90fd\u5177\u6709\u4e0d\u540c\u7684\u5c5e\u6027\uff0c\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4e0e\u4e4b\u76f8\u8fde\u7684\u5176\u4ed6\u5143\u4ef6\uff0c\u4f46\u6bcf\u4e2a\u5143\u4ef6\u90fd\u53ef\u4ee5\u5355\u72ec\u62ff\u51fa\u6765\u8fdb\u884c\u5206\u6790\uff0c\u8bbe\u8ba1\u8005\u53ef\u4ee5\u5728\u4e0d\u8003\u8651\u6574\u4f53\u7535\u8def\u529f\u80fd\u7684\u60c5\u51b5\u4e0b\uff0c\u5bf9\u4efb\u610f\u5143\u4ef6\u8fdb\u884c\u66ff\u6362\u3002<\/p>\n<p>\u4e0e\u62bd\u8c61\u7684\u6570\u5b66\u7cfb\u7edf\u4e0d\u540c\uff0c\u5927\u8111\u4f5c\u4e3a\u4e00\u4e2a\u7269\u7406\u7cfb\u7edf\uff0c\u5176\u4e0d\u540c\u529f\u80fd\u662f\u7531\u4e00\u7cfb\u5217\u7269\u7406\u8fde\u63a5\u7684\u751f\u7269\u795e\u7ecf\u5143\u548c\u7a81\u89e6\uff08\u5305\u62ec\u7535\u7a81\u89e6\u3001\u4f53\u79ef\u4f20\u8f93\u548c\u7535\u5b50\u8026\u5408\u7b49\uff09\u4ea7\u751f\u7684\uff0c\u7406\u8bba\u4e0a\u5927\u8111\u8868\u793a\u7684\u4e00\u822c\u5b9a\u7406\u9002\u7528\u4e8e\u6240\u6709\u7531\u5927\u8111\u4e2d\u987a\u5e8f\u8fde\u63a5\u7684\u795e\u7ecf\u5143\u548c\u7a81\u89e6\u6784\u5efa\u7684\u529f\u80fd\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u7406\u8bba\u4e0a\uff0c\u6587\u4e2d\u63d0\u51fa\u7684\u57fa\u4e8e\u81ea\u4e0b\u800c\u4e0a\u7684AI\u5b6a\u751f\u65b9\u6cd5\uff0c\u4e5f\u80fd\u591f\u5177\u6709\u7c7b\u4f3c\u5927\u8111\u7684\u80fd\u529b\uff0c\u800c\u4e0d\u9700\u8981\u8bc6\u522b\u548c\u7406\u89e3\u5927\u8111\u4e2d\u7531\u751f\u7269\u795e\u7ecf\u5143\u548c\u7a81\u89e6\u987a\u5e8f\u8868\u793a\u65f6\u4ea7\u751f\u7684\u6240\u6709\u300c\u4e0d\u540c\u7c7b\u578b\u300d\u7684\u529f\u80fd\u3002<\/p>\n<h3>\u6ca1\u6709\u9650\u5236\uff0cAI\u5fc5\u7136\u8d85\u8d8a\u4eba\u7c7b\u667a\u80fd<\/h3>\n<p>\u6839\u636e\u4e0a\u9762\u8fd9\u4e9b\u7406\u8bba\uff0c\u53ef\u4ee5\u770b\u51fa\uff0c\u5bf9\u4e8e\u4efb\u4f55\u7ed9\u5b9a\u7684\u5355\u4e2a\u795e\u7ecf\u5143\u548c\u7a81\u89e6\uff0c\u90fd\u5b58\u5728\u80fd\u591f\u901a\u7528\u8fd1\u4f3c\u7684AI\u6a21\u578b\uff1b\u901a\u8fc7\u81ea\u4e0b\u800c\u4e0a\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4ee5\u5229\u7528\u7ec4\u5408\u6765\u8fd1\u4f3c\u5927\u8111\u53ca\u5176\u987a\u5e8f\u94fe\u63a5\u7684\u533a\u57df\/\u5b50\u7cfb\u7edf\uff0c\u9884\u671f\u8bef\u5dee\u5f88\u5c0f\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202412\/27\/529abb7158dd4aeab135837e1a589d1978ff08.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u5982\u679c\u6ca1\u6709\u9002\u5f53\u7684\u9650\u5236\u548c\u6cbb\u7406\uff0c\u6700\u7ec8AI\u6a21\u578b\u5fc5\u7136\u8d85\u8d8a\u4eba\u7c7b\u5927\u8111\u7684\u667a\u80fd\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202412\/27\/02ae1e675507b820c515577c43c3d15955fdc3.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u4e0b\u9762\u662f\u7814\u7a76\u4eba\u5458\u603b\u7ed3\u51fa\u7684\u300c\u4fc3\u4f7fAI\u6307\u6570\u7ea7\u589e\u957f\u300d\u7684\u90e8\u5206\u5173\u952e\u56e0\u7d20\uff0c\u4e5f\u662f\u9700\u8981\u4fdd\u969cAI\u5b89\u5168\u7684\u6709\u6548\u63aa\u65bd\u3002<\/p>\n<p><strong>1. \u7b97\u6cd5\uff1a<\/strong>\u4eba\u5de5\u667a\u80fd\u7f51\u7edc\/\u89e3\u51b3\u65b9\u6848\u4e2d\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u6216\u7ec4\u4ef6\u53ef\u4ee5\u88ab\u66f4\u9ad8\u6548\u6216\u663e\u8457\u66f4\u7b80\u5355\u7684\u66ff\u4ee3\u54c1\u66ff\u6362\uff0c\u4f8b\u5982\uff0c\u5404\u79cd\u7c7b\u578b\u7684\u9ad8\u6548\u7f51\u7edc\u67b6\u6784\u3001\u4fe1\u53f7\u5904\u7406\u6280\u672f\u548c\u6570\u5b66\u89e3\u51b3\u65b9\u6848\uff0c\u7b97\u6cd5\u53ef\u80fd\u4f1a\u8fdb\u4e00\u6b65\u81ea\u6211\u6f14\u5316\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202412\/27\/75d6af4720bba344b77732022cd524a73ac8e5.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p><strong>2. \u6570\u636e\u6e90\uff1a<\/strong>AI\u4f20\u611f\u5668\u53ef\u80fd\u6bd4\u4eba\u7c7b\u7684\u5668\u5b98\uff08\u773c\u775b\u3001\u8033\u6735\u3001\u9f3b\u5b50\u3001\u820c\u5934\u548c\u76ae\u80a4\uff09\u5177\u6709\u66f4\u5e7f\u6cdb\u7684\u611f\u77e5\u80fd\u529b\uff0c\u6bd4\u5982\u300c\u542c\u300d\u66f4\u5e7f\u6cdb\u7684\u9891\u7387\uff0c\u300c\u770b\u300d\u5230\u7ea2\u5916\u5149\u8c31\uff0c\u300c\u95fb\u300d\u5230\u66f4\u7ec6\u5fae\u7684\u6c14\u5473\u7b49\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202412\/27\/153643518a81fb6505e676c8abf71c060ca46f.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p><strong>3. \u8ba1\u7b97\u80fd\u529b\uff1a<\/strong>\u7406\u8bba\u4e0a\uff0c\u4e16\u754c\u4e0a\u53ef\u4ee5\u8fde\u63a5\u548c\u96c6\u6210\u65e0\u9650\u6570\u91cf\u7684\u8ba1\u7b97\u82af\u7247\u3001\u4f20\u611f\u5668\u3001\u8bbe\u5907\u548c\u670d\u52a1\u5668\uff08\u901a\u8fc7\u5b9e\u9a8c\u5ba4\u3001\u7ec4\u7ec7\u3001\u5730\u533a\u3001\u56fd\u5bb6\u7b49\uff09\uff0c\u80af\u5b9a\u8fdc\u8fdc\u8d85\u8fc7\u5355\u4e2a\u5927\u8111\u7684\u795e\u7ecf\u5143\u6570\u91cf\u3002<\/p>\n<p><strong>4. \u667a\u80fd\u6750\u6599\uff1a<\/strong>AI\u6280\u672f\u4e5f\u53ef\u4ee5\u7531\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u795e\u7ecf\u5f62\u6001\u3001\u5149\u5b50\u5b66\u3001\u5fc6\u963b\u5668\u3001\u76f8\u53d8\u6750\u6599\u3001\u7eb3\u7c73\u6750\u6599\u7b49\u5728\u5185\u7684\u5e7f\u6cdb\u7c7b\u578b\u7684\u667a\u80fd\u6750\u6599\u5b9e\u73b0\u548c\u652f\u6301\uff0c\u5b9e\u73b0\u66f4\u9ad8\u7684\u6027\u80fd\u3001\u80fd\u6548\u3002<\/p>\n<p><strong>5. AI\u667a\u80fd\u4f53\uff1a<\/strong>\u53ef\u4ee5\u5728\u82af\u7247\u3001\u4f20\u611f\u5668\u3001\u8bbe\u5907\u3001\u673a\u5668\u4eba\u3001\u6d41\u7a0b\u3001\u7cfb\u7edf\u3001\u4e91\u7b49\u591a\u7aef\u8fdb\u884c\u90e8\u7f72\uff0c\u672a\u6765\u53ef\u80fd\u8fdc\u8d85\u4eba\u53e3\u6570\u91cf\u3002<\/p>\n<p><strong>6. \u77e5\u8bc6\u4ea4\u6362\u548c\u7ee7\u627f\uff1a<\/strong>\u6bcf\u4e00\u4ee3\u4eba\u7c7b\u901a\u5e38\u9700\u898120\u5e74\u6216\u66f4\u957f\u65f6\u95f4\u624d\u80fd\u4ece\u7956\u8f88\u90a3\u91cc\u7ee7\u627f\u90e8\u5206\u80fd\u529b\uff0c\u901a\u8fc7\u5404\u79cd\u793e\u4f1a\u6d3b\u52a8\u4ee5\u4e0d\u540c\u7684\u65b9\u5f0f\u5171\u4eab\u548c\u4ea4\u6362\u77e5\u8bc6\uff0c\u800cAI\u53ef\u4ee5\u65f6\u523b\u6301\u7eed\u66f4\u65b0\u77e5\u8bc6\u3002<\/p>\n<h3>\u8111\u75be\u75c5\u6216\u53ef\u653b\u514b<\/h3>\n<p>\u548c\u5927\u8111\u4e00\u6837\uff0c\u6587\u4e2d\u63d0\u51fa\u7684AI\u5b6a\u751f\u540c\u6837\u80fd\u591f\u63d0\u4f9b\u76f8\u5f53\u591a\u7684\u529f\u80fd\uff0c\u5e76\u4e14\u80fd\u591f\u63d0\u4f9b\u9488\u5bf9\u5927\u8111\u4e2a\u522b\u795e\u7ecf\u5143\u3001\u7a81\u89e6\u6216\u5927\u8111\u5c0f\u533a\u57df\u63d0\u4f9b\u66ff\u4ee3\u89e3\u51b3\u65b9\u6848\uff0c\u524d\u63d0\u662f\u89e3\u51b3\u4f26\u7406\u95ee\u9898\u3002<\/p>\n<p>\u5728\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u5982\u679c\u67d0\u4e2a\u4eba\u7684\u5927\u8111\u90e8\u5206\u533a\u57df\u53d1\u751f\u635f\u5bb3\uff0c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u8bbe\u8ba1\u4e00\u4e2a\u7ec6\u80de\u7ea7\u7eb3\u7c73\uff08\u751a\u81f3\u66f4\u5c0f\uff09\u5c3a\u5bf8\u7684\u4eba\u5de5\u667a\u80fd\u82af\u7247\uff0c\u4ece\u795e\u7ecf\u5143\u548c\u7a81\u89e6\u5f00\u59cb\uff0c\u81ea\u4e0b\u800c\u4e0a\u5730\u5e2e\u52a9\u6062\u590d\u6216\u6a21\u4eff\u751f\u7406\u529f\u80fd\u3002<\/p>\n<p>\u7406\u89e3\u795e\u7ecf\u5143\u5c42\u9762\u7684\u8be6\u7ec6\u7ed3\u6784\u4fe1\u606f\u5bf9\u4e8e\u672a\u6765\u5b9e\u73b0\u300c\u4eba\u5de5\u667a\u80fd\u795e\u7ecf\u5143\u66ff\u4ee3\u7597\u6cd5\u300d\u81f3\u5173\u91cd\u8981\uff0c\u4e3b\u8981\u53d6\u51b3\u4e8e\u5728\u7ec6\u80de\u5c42\u9762\u51c6\u786e\u6d4b\u91cf\u529f\u80fd\u7684\u589e\u76ca\u548c\u635f\u5931\u3002<\/p>\n<p>\u5982\u679c\u53ef\u4ee5\u5728\u795e\u7ecf\u5c42\u9762\u5bf9\u5927\u8111\u7ed3\u6784\u8fdb\u884c\u626b\u63cf\uff0c\u7c7b\u4f3c\u4e8eMRI\u6216CT\uff0c\u8bc6\u522b\u51fa\u53d7\u635f\u6216\u75c5\u53d8\u7684\u795e\u7ecf\u5143\u533a\u57df\uff0c\u624d\u80fd\u8fdb\u4e00\u6b65\u8003\u8651\u5f00\u53d1AI\u7ec4\u4ef6\u8fdb\u884c\u66ff\u6362\uff0c\u672a\u6765\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u667a\u80fd\u6750\u6599\u548c\u8ba1\u7b97\u8282\u70b9\u5728\u795e\u7ecf\u5143\u3001\u7a81\u89e6\u548c\u86cb\u767d\u8d28\u5c42\u9762\u68c0\u6d4b\u6216\u8bc6\u522b\u300c\u529f\u80fd\u589e\u5f3a\u300d\u6216\u300c\u529f\u80fd\u4e27\u5931\u300d\u7684\u4fe1\u53f7\u3002<\/p>\n<h3>\u4f5c\u8005\u4ecb\u7ecd<\/h3>\n<p>\u7b2c\u4e00\u4f5c\u8005\u9ec4\u5e7f\u658c\u6559\u6388\u662f\u4e1c\u5357\u5927\u5b66\u9996\u5e2d\u6559\u6388\u3001\u65b0\u52a0\u5761\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u7535\u6c14\u4e0e\u7535\u5b50\u5de5\u7a0b\u5b66\u9662\u7ec8\u8eab\u6559\u6388\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202412\/27\/15290375740c5dbc8fe356520ce8576c2211c2.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u4ed6\u57282004\u5e74\u63d0\u51fa\u4e86\u6781\u9650\u5b66\u4e60\u673a\uff08ELM\uff09\u7b97\u6cd5\uff0c\u4e3a\u4f20\u7edf\u795e\u7ecf\u7f51\u7edc\u63d0\u4f9b\u7406\u8bba\u652f\u6301\uff0c\u5b66\u4e60\u901f\u5ea6\u6bd4\u6df1\u5ea6\u5b66\u4e60\u5feb\u4e0a\u4e07\u500d\uff0c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u591a\u4e2a\u9886\u57df\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4ed6\u76842\u7bc7AI\u5b66\u672f\u6587\u7ae0\u57282017\u5e74\u88ab\u8c37\u6b4c\u5b66\u672f\u5217\u4e3a\u4e16\u754c\u4e0a\u300c\u8fc7\u53bb10\u5e74\u7ecf\u8fc7\u65f6\u95f4\u9a8c\u8bc1\u7684Top10\u4eba\u5de5\u667a\u80fd\u7ecf\u5178\u6587\u7ae0\u300d\u4e2d\u5206\u5217Top 2\u548cTop 7\u3002<\/p>\n<p>\u4ed6\u63d0\u51fa\u7684AI\u7406\u8bba\u6700\u8fd1\u4e5f\u5f97\u5230\u4e86\u751f\u7269\u548c\u8111\u795e\u7ecf\u5b66\u7684\u76f4\u63a5\u751f\u7269\u9a8c\u8bc1\uff0c\u5f25\u8865\u4e86\u673a\u5668\u5b66\u4e60\u548c\u8111\u5b66\u4e60\u673a\u5236\u4e4b\u95f4\u7684\u7a7a\u767d\uff0c\u89e3\u51b3\u4e86\u8ba1\u7b97\u673a\u4e4b\u7236\u51af\u00b7\u8bfa\u4f9d\u66fc60\u5e74\u524d\u7684\u5173\u4e8e\u4eba\u8111\u548c\u8ba1\u7b97\u673a\u7ed3\u6784\u548c\u80fd\u529b\u7684\u56f0\u60d1\u3002<\/p>\n<p>\u4ed6\u63d0\u51fa\u7684AI\u7406\u8bba\u548c\u7b97\u6cd5\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u7535\u529b\u3001\u80fd\u6e90\u3001\u592a\u7a7a\u3001\u63a7\u5236\u3001\u4f4e\u529f\u8017AI\u82af\u7247\u5149\u5b50\u82af\u7247\u7b49\u9886\u57df\u4ee5\u53ca\u88ab\u7f8e\u56fd\u592a\u7a7a\u603b\u7f72NASA\u3001IBM\u7b49\u5e94\u7528\u3002<\/p>\n<p>2014\u5e74\u8d77\u8fde\u7eed9\u5e74\u88ab\u6c64\u7533\u8def\u900f\u8bc4\u4e3a\u300c\u9ad8\u88ab\u5f15\u7528\u7814\u7a76\u8005\u300d\u53ca\u300c\u4e16\u754c\u6700\u6709\u5f71\u54cd\u529b\u7684\u79d1\u5b66\u7cbe\u82f1\u300d\uff0c\u4f4d\u5217\u65af\u5766\u798f\u5927\u5b662021\u5e74Top 2%\u4e16\u754c\u79d1\u5b66\u5bb6\u65b0\u52a0\u5761\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u4e2d\u7684\u7b2c\u4e00\u540d\u3002<\/p>\n<p>\u8bba\u6587\u7684\u5176\u4ed6\u5408\u4f5c\u8005\u5305\u62ec\u54c8\u4f5b\u533b\u5b66\u9662\u7684\u7761\u7720\u4e2d\u5fc3\u4e3b\u4efb\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u8111\u79d1\u5b66\u7814\u7a76\u9662\u526f\u9662\u957f\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u675c\u514b\u533b\u5b66\u9662\u526f\u9662\u957f\u3001\u6e05\u534e\u5927\u5b66\u9ad8\u7ea7\u526f\u6559\u52a1\u957f\u3001\u6e05\u534e\u533b\u5b66\u521b\u59cb\u9662\u957f\u3001\u6e05\u534e\u5927\u5b66AI\u4ea7\u4e1a\u7814\u7a76\u9662\u9662\u957f\/\u5b57\u8282\u8df3\u52a8\uff08\u6296\u97f3\uff09\u8054\u5408\u521b\u59cb\u4eba\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u534f\u7406\u526f\u6821\u957f\u3001\u65b0\u52a0\u5761AI\u5b89\u5168\u7814\u7a76\u9662\u9662\u957f\u3001\u9999\u6e2f\u5cad\u5357\u5927\u5b66\u526f\u6821\u957f\/IEEE CIS President\u7b49\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_23726\" class=\"pvc_stats total_only  \" data-element-id=\"23726\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 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decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6700\u8fd1\uff0c\u4e00\u7bc7\u7814\u7a76\u6587\u7ae0\u4ece\u6570\u5b66\u7406\u8bba\u4e0a\u8bc1\u5b9e\u4e86AI\u6a21\u578b\u53ef\u4ee5\u5b8c\u5168\u6a21\u62df\u795e\u7ecf\u5143\u548c\u7a81\u89e6\u7684\u4fe1\u53f7\uff0c\u5728\u66f4\u5f3a\u7b97\u6cd5\u3001\u66f4\u5927\u7b97\u529b\u7684\u52a0\u6301\u4e0b\uff0c\u53ef\u4ee5 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_23726\" class=\"pvc_stats total_only  \" data-element-id=\"23726\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 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