{"id":13320,"date":"2023-06-09T11:27:30","date_gmt":"2023-06-09T03:27:30","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=13320"},"modified":"2023-06-09T11:27:30","modified_gmt":"2023-06-09T03:27:30","slug":"%e5%87%ba%e8%ba%ab%e7%a7%91%e5%ad%a6%e8%b1%aa%e9%97%a8%ef%bc%8c%e5%ad%a6%e6%9c%af%e5%8d%b4%e5%8e%86%e7%bb%8f%e5%9d%8e%e5%9d%b7-%e6%b7%b1%e5%ba%a6%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2023\/06\/09\/13320\/","title":{"rendered":"\u51fa\u8eab\u79d1\u5b66\u201c\u8c6a\u95e8\u201d\uff0c\u5b66\u672f\u5374\u5386\u7ecf\u574e\u5777\u2014\u2014\u201c\u6df1\u5ea6\u5b66\u4e60\u4e4b\u7236\u201dGeoffrey Hinton"},"content":{"rendered":"<section data-mpa-powered-by=\"yiban.io\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-13324\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-19.png\" width=\"1024\" height=\"576\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-19.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-19-300x169.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-19-768x432.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/section>\n<section>\n<section><\/section>\n<section>\u00a0<\/section>\n<section>\u4ed6\u4ece\u672a\u6b63\u5f0f\u4e0a\u8fc7\u8ba1\u7b97\u673a\u8bfe\u7a0b\uff0c\u672c\u79d1\u5728\u5251\u6865\u5927\u5b66\u8bfb\u7684\u662f\u751f\u7406\u5b66\u548c\u7269\u7406\u5b66\uff0c\u671f\u95f4\u66fe\u8f6c\u5411\u54f2\u5b66\uff0c\u4f46\u6700\u7ec8\u62ff\u5230\u7684\u5374\u662f\u5fc3\u7406\u5b66\u65b9\u5411\u7684\u5b66\u58eb\u5b66\u4f4d\uff1b\u4ed6\u66fe\u56e0\u4e3a\u4e00\u5ea6\u538c\u5b66\u53bb\u505a\u6728\u5320\uff0c\u4f46\u9047\u632b\u540e\u8fd8\u662f\u56de\u5230\u7231\u4e01\u5821\u5927\u5b66\uff0c\u5e76\u62ff\u5230\u201c\u51b7\u95e8\u4e13\u4e1a\u201d\u4eba\u5de5\u667a\u80fd\u65b9\u5411\u7684\u535a\u58eb\u5b66\u4f4d\uff1b\u6570\u5b66\u4e0d\u597d\u8ba9\u4ed6\u5728\u505a\u7814\u7a76\u65f6\u500d\u611f\u7edd\u671b\uff0c\u5f53\u4e86\u6559\u6388\u4e4b\u540e\uff0c\u5bf9\u4e8e\u4e0d\u61c2\u7684\u795e\u7ecf\u79d1\u5b66\u548c\u8ba1\u7b97\u79d1\u5b66\u77e5\u8bc6\uff0c\u4ed6\u4e5f\u603b\u8981\u8bf7\u6559\u81ea\u5df1\u624b\u4e0b\u7684\u7814\u7a76\u751f\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u5b66\u672f\u9053\u8def\u770b\u4f3c\u8e09\u8e09\u8dc4\u8dc4\uff0c\u4f46Geoffrey Hinton\u5374\u6210\u4e86\u7b11\u5230\u6700\u540e\u7684\u90a3\u4e2a\u4eba\uff0c\u4ed6\u88ab\u8a89\u4e3a\u201c\u6df1\u5ea6\u5b66\u4e60\u6559\u7236\u201d\uff0c\u5e76\u4e14\u83b7\u5f97\u4e86\u8ba1\u7b97\u673a\u9886\u57df\u7684\u6700\u9ad8\u8363\u8a89\u201c\u56fe\u7075\u5956\u201d\u3002<\/section>\n<section>\u00a0<\/section>\n<section>Hinton\u51fa\u8eab\u5728\u82f1\u56fd\u7684\u79d1\u5b66\u201c\u8c6a\u95e8\u201d\uff0c\u4f46\u4ed6\u4e00\u751f\u6240\u7ecf\u5386\u7684\u5b66\u672f\u751f\u6daf\u548c\u574e\u5777\u751f\u6d3b\u4e30\u5bcc\u800c\u79bb\u5947\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u4ed6\u7684\u7236\u4eb2Howard Everest Hinton\u662f\u82f1\u56fd\u6606\u866b\u5b66\u5bb6\uff0c\u6bcd\u4eb2Margaret\u662f\u4e00\u540d\u6559\u5e08\uff0c\u4ed6\u4eec\u90fd\u662f\u5171\u4ea7\u4e3b\u4e49\u8005\u3002\u4ed6\u7684\u53d4\u53d4\u662f\u8457\u540d\u7684\u7ecf\u6d4e\u5b66\u5bb6Colin Clark\uff0c\u53d1\u660e\u4e86\u201c\u56fd\u6c11\u751f\u4ea7\u603b\u503c\u201d\u8fd9\u4e2a\u7ecf\u6d4e\u672f\u8bed\uff0c\u4ed6\u7684\u9ad8\u7956\u7236\u662f\u8457\u540d\u7684\u903b\u8f91\u5b66\u5bb6George Boole\uff0c\u4ed6\u53d1\u660e\u7684\u5e03\u5c14\u4ee3\u6570\u5960\u5b9a\u4e86\u73b0\u4ee3\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u57fa\u7840\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u5728\u539a\u91cd\u7684\u79d1\u5b66\u5bb6\u5bb6\u65cf\u5e95\u8574\u718f\u9676\u4e0b\uff0cHinton\u4ece\u5c0f\u62e5\u6709\u72ec\u7acb\u601d\u8003\u80fd\u529b\u4ee5\u53ca\u575a\u97e7\u54c1\u8d28\uff0c\u5e76\u4e14\u80a9\u8d1f\u7740\u7ee7\u627f\u5bb6\u65cf\u8363\u8a89\u7684\u62c5\u5b50\u3002\u6bcd\u4eb2\u7ed9\u4e86\u4ed6\u4e24\u79cd\u9009\u62e9\uff0c\u201c\u8981\u4e48\u6210\u4e3a\u4e00\u540d\u5b66\u8005\uff0c\u8981\u4e48\u505a\u4e2a\u5931\u8d25\u8005\u3002\u201d\u4ed6\u6ca1\u6709\u7406\u7531\u9009\u62e9\u8eba\u5e73\uff0c\u5373\u4fbf\u8bfb\u5927\u5b66\u65f6\u51e0\u7ecf\u6298\u817e\uff0c\u4f46\u4ed6\u8fd8\u662f\u5b8c\u6210\u4e86\u5b66\u4e1a\u3002<\/section>\n<section>\u00a0<\/section>\n<section>1973\u5e74\uff0c\u5728\u82f1\u56fd\u7231\u4e01\u5821\u5927\u5b66\uff0c\u4ed6\u5e08\u4eceLanger Higgins\u653b\u8bfb\u4eba\u5de5\u667a\u80fd\u535a\u58eb\u5b66\u4f4d\uff0c\u4f46\u90a3\u65f6\u51e0\u4e4e\u6ca1\u4eba\u76f8\u4fe1\u795e\u7ecf\u7f51\u7edc\uff0c\u5bfc\u5e08\u4e5f\u529d\u4ed6\u653e\u5f03\u7814\u7a76\u8fd9\u9879\u6280\u672f\u3002\u5468\u906d\u7684\u8d28\u7591\u5e76\u4e0d\u8db3\u4ee5\u52a8\u6447\u4ed6\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u575a\u5b9a\u4fe1\u5ff5\uff0c\u5728\u968f\u540e\u7684\u5341\u5e74\uff0c\u4ed6\u63a5\u8fde\u63d0\u51fa\u4e86\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u3001\u73bb\u5c14\u5179\u66fc\u673a\uff0c\u4e0d\u8fc7\u4ed6\u8fd8\u8981\u518d\u7b49\u6570\u5341\u5e74\u624d\u4f1a\u7b49\u5230\u6df1\u5ea6\u5b66\u4e60\u8fce\u6765\u5927\u7206\u53d1\uff0c\u5230\u65f6\u4ed6\u7684\u8fd9\u4e9b\u7814\u7a76\u5c06\u5e7f\u4e3a\u4eba\u77e5\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u535a\u58eb\u6bd5\u4e1a\u540e\uff0cHinton\u7684\u751f\u6d3b\u4e5f\u5386\u7ecf\u56f0\u82e6\u3002\u4ed6\u548c\u7b2c\u4e00\u4efb\u59bb\u5b50Ros\uff08\u5206\u5b50\u751f\u7269\u5b66\u5bb6\uff09\u524d\u5f80\u7f8e\u56fd\uff0c\u5e76\u5728\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u83b7\u5f97\u6559\u804c\uff0c\u4e0d\u8fc7\uff0c\u7531\u4e8e\u5bf9\u91cc\u6839\u653f\u5e9c\u5b58\u6709\u4e0d\u6ee1\uff0c\u4ee5\u53ca\u5728\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u57fa\u672c\u7531\u7f8e\u56fd\u56fd\u9632\u90e8\u652f\u6301\u7684\u60c5\u51b5\u4e0b\uff0c\u4ed6\u4eec\u4e8e1987\u5e74\u524d\u5f80\u52a0\u62ff\u5927\uff0cHinton\u5f00\u59cb\u5728\u591a\u4f26\u591a\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u5b66\u9662\u4efb\u6559\uff0c\u5e76\u5728\u52a0\u62ff\u5927\u9ad8\u7ea7\u7814\u7a76\u6240CIFAR\u5f00\u5c55\u673a\u5668\u548c\u5927\u8111\u5b66\u4e60\u9879\u76ee\u7684\u7814\u7a76\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u4e0d\u5e78\u7684\u662f\uff0c1994\u5e74\uff0c\u59bb\u5b50Ros\u56e0\u5375\u5de2\u764c\u901d\u4e16\uff0cHinton\u53ea\u80fd\u72ec\u81ea\u629a\u517b\u7531\u4ed6\u4eec\u6536\u517b\u7684\u4e24\u4e2a\u5e74\u5e7c\u7684\u5b69\u5b50\uff0c\u5176\u4e2d\uff0c\u513f\u5b50\u8fd8\u60a3\u6709\u6ce8\u610f\u529b\u7f3a\u9677\u591a\u52a8\u75c7\uff08ADHD\uff09\u548c\u5176\u4ed6\u5b66\u4e60\u969c\u788d\u3002\u540e\u6765\uff0c\u4ed6\u4e0e\u73b0\u4efb\u59bb\u5b50Jackie\uff08\u827a\u672f\u53f2\u5b66\u5bb6\uff09\u518d\u5a5a\uff0c\u4f46\u7c7b\u4f3c\u7684\u6253\u51fb\u518d\u5ea6\u903c\u8fd1\uff0cJackie\u524d\u51e0\u5e74\u4e5f\u60a3\u4e0a\u4e86\u764c\u75c7\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u672c\u4eba\u4e5f\u60a3\u6709\u4e25\u91cd\u7684\u8170\u690e\u75be\u75c5\uff0c\u8fd9\u8ba9\u4ed6\u65e0\u6cd5\u50cf\u6b63\u5e38\u4eba\u90a3\u6837\u5750\u4e0b\uff0c\u65e5\u5e38\u7684\u5927\u90e8\u5206\u65f6\u95f4\u90fd\u5fc5\u987b\u7ad9\u7acb\u5de5\u4f5c\uff0c\u7531\u6b64\u4ed6\u4e5f\u6392\u65a5\u5750\u98de\u673a\uff0c\u56e0\u4e3a\u8d77\u98de\u964d\u843d\u65f6\u90fd\u8981\u6c42\u5fc5\u987b\u5750\u76f4\uff0c\u8fd9\u4e5f\u9650\u5236\u4e86\u4ed6\u53bb\u5916\u5730\u505a\u5b66\u672f\u62a5\u544a\u3002<\/section>\n<section>\u00a0<\/section>\n<section><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-13325\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-20.png\" width=\"940\" height=\"529\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-20.png 940w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-20-300x169.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-20-768x432.png 768w\" sizes=\"auto, (max-width: 940px) 100vw, 940px\" \/><\/section>\n<section><em data-darkmode-color-16563432829256=\"rgb(136, 136, 136)\" data-darkmode-original-color-16563432829256=\"#fff|rgb(136, 136, 136)\"><span data-darkmode-color-16563432829256=\"rgb(136, 136, 136)\" data-darkmode-original-color-16563432829256=\"#fff|rgb(136, 136, 136)\">\uff08\u4ece\u5de6\u5230\u53f3\u4f9d\u6b21\u4e3aIlya Sutskever\u3001Alex Krizhevsky\u548cGeoffrey Hinton\uff09<\/span><\/em><\/section>\n<section><\/section>\n<section>\u7ecf\u8fc7\u8fd1\u534a\u4e2a\u4e16\u7eaa\u7684\u6280\u672f\u575a\u5b88\u548c\u751f\u6d3b\u78e8\u783a\uff0c\u7ec8\u4e8e\uff0c2012\u5e74\u66d9\u5149\u4e4d\u73b0\uff0c\u4ed6\u4e0e\u5b66\u751fAlex Krizhevsky\u3001<strong>Ilya Sutskever<\/strong>\u63d0\u51fa\u7684AlexNet\u9707\u52a8\u4e1a\u754c\uff0c\u5c31\u6b64\u91cd\u5851\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\uff0c\u542f\u52a8\u4e86\u65b0\u4e00\u8f6e\u6df1\u5ea6\u5b66\u4e60\u7684\u9ec4\u91d1\u65f6\u4ee3\u3002<\/section>\n<section><\/section>\n<section>\u4e5f\u662f\u57282012\u5e74\u5e95\uff0c\u4ed6\u4e0e\u8fd9\u4e24\u4f4d\u5b66\u751f\u6210\u7acb\u4e86\u4e09\u4eba\u7ec4\u516c\u53f8DNN-research\uff0c\u5e76\u5c06\u5176\u4ee54400\u4e07\u7f8e\u5143\u7684\u201c\u5929\u4ef7\u201d\u5356\u7ed9\u4e86Google\uff0c\u4ed6\u4e5f\u4ece\u5b66\u8005\u8eab\u4efd\u8f6c\u53d8\u4e3aGoogle\u526f\u603b\u88c1\u3001Engineering Fellow\u3002<\/section>\n<section>\u00a0<\/section>\n<section>2019\u5e74\uff0c\u975e\u8ba1\u7b97\u673a\u79d1\u73ed\u51fa\u8eab\u7684AI\u6559\u6388Hinton\uff0c\u4e0eYoshua Bengio\u3001Yann LeCun\u5171\u540c\u83b7\u5f97\u4e86\u56fe\u7075\u5956\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u9971\u7ecf\u98ce\u971c\u4e4b\u540e\uff0c\u8fd9\u4f4d\u5df2\u7ecf74\u5c81\u7684\u201c\u6df1\u5ea6\u5b66\u4e60\u6559\u7236\u201d\u4f9d\u7136\u594b\u6218\u5728AI\u7814\u7a76\u4e00\u7ebf\uff0c\u4ed6\u4e0d\u60ee\u4e8e\u5176\u4ed6\u5b66\u8005\u53d1\u51fa\u7684\u8d28\u7591\uff0c\u4e5f\u4f1a\u5766\u7136\u627f\u8ba4\u90a3\u4e9b\u6ca1\u6709\u5b9e\u73b0\u7684\u5224\u65ad\u548c\u9884\u8a00\u3002\u4e0d\u7ba1\u600e\u6837\uff0c\u4ed6\u4ecd\u7136\u76f8\u4fe1\uff0c\u5728\u6df1\u5ea6\u5b66\u4e60\u5d1b\u8d77\u5341\u5e74\u4e4b\u540e\uff0c\u8fd9\u4e00\u6280\u672f\u4f1a\u7ee7\u7eed\u91ca\u653e\u5b83\u7684\u80fd\u91cf\uff0c\u800c\u4ed6\u4e5f\u5728\u601d\u7d22\u548c\u5bfb\u627e\u4e0b\u4e00\u4e2a\u7a81\u7834\u70b9\u3002<\/section>\n<section>\u00a0<\/section>\n<section><strong>\u90a3\u4e48\uff0c\u4ed6\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u575a\u5b9a\u4fe1\u5ff5\u6e90\u81ea\u4f55\u5904\uff1f\u5728\u5982\u4eca\u6df1\u5ea6\u5b66\u4e60\u201c\u649e\u5899\u4e86\u201d\u7684\u8d28\u7591\u58f0\u4e2d\uff0c\u4ed6\u5982\u4f55\u770b\u5f85\u4e0b\u4e00\u9636\u6bb5AI\u7684\u53d1\u5c55\uff1f\u5bf9\u4e8e\u5e74\u8f7b\u4e00\u4ee3\u7684AI\u7814\u7a76\u8005\u4eec\uff0c\u4ed6\u53c8\u6709\u600e\u6837\u7684\u5bc4\u8bed\uff1f<\/strong><\/section>\n<section>\u00a0<\/section>\n<section>\u8fd1\u671f\uff0c\u5728Pieter Abbeel\u4e3b\u6301\u7684The Robot Brains Podcast\u8282\u76ee\u4e2d\uff0cHinton\u975e\u5e38\u5766\u8bda\u5730\u5206\u4eab\u4e86\u81ea\u5df1\u7684\u5b66\u672f\u751f\u6daf\uff0c\u6df1\u5ea6\u5b66\u4e60\u7684\u672a\u6765\u548c\u7814\u7a76\u5fc3\u5f97\uff0c\u4ee5\u53ca\u62cd\u5356DNN-research\u7684\u5185\u5e55\u3002\u4ee5\u4e0b\u662f\u4ed6\u7684\u8bb2\u8ff0\uff0c\u7531OneFlow\u793e\u533a\u7f16\u8bd1\u3002<\/section>\n<section><\/section>\n<section><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-13327\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-21.png\" width=\"1080\" height=\"746\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-21.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-21-300x207.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-21-1024x707.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-21-768x530.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><em>\uff088\u5c81\u7684Hinton\uff09<\/em><\/section>\n<\/section>\n<section><\/section>\n<section>\u5bf9\u6211\u5f71\u54cd\u6700\u4e3a\u6df1\u8fdc\u7684\u662f\u7ae5\u5e74\u65f6\u6240\u63a5\u53d7\u7684\u6559\u80b2\u3002\u6211\u7684\u5bb6\u5ead\u6ca1\u6709\u5b97\u6559\u4fe1\u4ef0\uff0c\u7236\u4eb2\u662f\u4e00\u540d\u5171\u4ea7\u4e3b\u4e49\u8005\uff0c\u4f46\u8003\u8651\u5230\u79c1\u7acb\u5b66\u6821\u7684\u79d1\u5b66\u6559\u80b2\u6bd4\u8f83\u597d\uff0c7\u5c81\u65f6\uff0c\u4ed6\u575a\u6301\u9001\u6211\u53bb\u4e00\u6240\u6602\u8d35\u7684\u57fa\u7763\u6559\u79c1\u7acb\u5b66\u6821\u8bfb\u4e66\uff0c\u9664\u4e86\u6211\uff0c\u90a3\u91cc\u6240\u6709\u7684\u5b69\u5b50\u90fd\u76f8\u4fe1\u4e0a\u5e1d\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u4e00\u56de\u5230\u5bb6\uff0c\u5bb6\u4eba\u5c31\u8bf4\u5b97\u6559\u90fd\u662f\u80e1\u626f\uff0c\u5f53\u7136\uff0c\u53ef\u80fd\u56e0\u4e3a\u6211\u6709\u8f83\u5f3a\u7684\u81ea\u6211\u610f\u8bc6\uff0c\u6211\u81ea\u5df1\u4e5f\u4e0d\u4fe1\uff0c\u610f\u8bc6\u5230\u4fe1\u4ef0\u4e0a\u5e1d\u662f\u9519\u7684\uff0c\u5e76\u4e14\u517b\u6210\u4e86\u8d28\u7591\u522b\u4eba\u7684\u4e60\u60ef\u3002\u5f53\u7136\uff0c\u591a\u5e74\u4e4b\u540e\uff0c\u4ed6\u4eec\u4e5f\u786e\u5b9e\u53d1\u73b0\u81ea\u5df1\u5f53\u521d\u7684\u4fe1\u4ef0\u662f\u9519\u7684\uff0c\u5e76\u610f\u8bc6\u5230\u4e0a\u5e1d\u4e5f\u8bb8\u5e76\u4e0d\u662f\u771f\u7684\u5b58\u5728\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u4e0d\u8fc7\uff0c\u5982\u679c\u6211\u73b0\u5728\u544a\u8bc9\u4f60\u8981\u6709\u4fe1\u4ef0\uff0c\u4fe1\u4ef0\u5f88\u91cd\u8981\uff0c\u53ef\u80fd\u542c\u8d77\u6765\u5f88\u8bbd\u523a\uff0c<strong>\u4f46\u6211\u4eec\u786e\u5b9e\u9700\u8981\u5bf9\u79d1\u5b66\u7814\u7a76\u8981\u6709\u4fe1\u4ef0\uff0c\u8fd9\u6837\u5373\u4f7f\u522b\u4eba\u8bf4\u4f60\u662f\u9519\u7684\uff0c\u4f60\u4e5f\u80fd\u5728\u90a3\u6761\u6b63\u786e\u7684\u9053\u8def\u4e0a\u575a\u6301\u8d70\u4e0b\u53bb\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>1<\/strong><\/section>\n<section><strong>1970\u5e74\u4ee3\uff0c\u7814\u7a76\u795e\u7ecf\u7f51\u7edc\u201c\u5b64\u52c7\u8005\u201d<\/strong><\/section>\n<section>\u00a0<\/section>\n<section>\u6211\u7684\u6559\u80b2\u80cc\u666f\u5f88\u4e30\u5bcc\u3002\u5728\u5251\u6865\u5927\u5b66\u8bfb\u5927\u4e00\u90a3\u5e74\uff0c\u6211\u662f\u552f\u4e00\u4e00\u4f4d\u540c\u65f6\u4fee\u8bfb\u7269\u7406\u5b66\u548c\u751f\u7406\u5b66\u7684\u5b66\u751f\uff0c\u8fd9\u4e3a\u6211\u540e\u6765\u7684\u79d1\u7814\u751f\u6daf\u5960\u5b9a\u4e86\u4e00\u5b9a\u7684\u7406\u5de5\u79d1\u57fa\u7840\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u4e0d\u8fc7\uff0c\u6211\u6570\u5b66\u4e0d\u592a\u597d\uff0c\u53ea\u597d\u653e\u5f03\u5b66\u7269\u7406\uff0c\u53ef\u662f\uff0c\u6211\u53c8\u5f88\u597d\u5947\u751f\u547d\u7684\u610f\u4e49\uff0c\u4e8e\u662f\u8f6c\u800c\u53bb\u5b66\u54f2\u5b66\uff0c\u53d6\u5f97\u4e00\u5b9a\u6210\u7ee9\u540e\uff0c\u53c8\u5f00\u59cb\u4fee\u8bfb\u5fc3\u7406\u5b66\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u5728\u5251\u6865\u7684\u6700\u540e\u4e00\u5e74\uff0c\u6211\u8fc7\u5f97\u5f88\u8270\u96be\uff0c\u4e5f\u4e0d\u5f00\u5fc3\uff0c\u6240\u4ee5\u4e00\u8003\u5b8c\u8bd5\u5c31\u9000\u5b66\uff0c\u53bb\u505a\u4e00\u540d\u6728\u5320\u3002\u5176\u5b9e\uff0c\u76f8\u6bd4\u4e8e\u505a\u5176\u4ed6\u4e8b\u60c5\uff0c\u6211\u66f4\u559c\u6b22\u505a\u4e00\u540d\u6728\u5320\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u9ad8\u4e2d\u65f6\uff0c\u767d\u5929\u4e0a\u5b8c\u8bfe\u540e\uff0c\u6211\u56de\u5bb6\u5c31\u4f1a\u505a\u4e00\u4e9b\u6728\u5de5\u6d3b\uff0c\u90a3\u662f\u6211\u6700\u5f00\u5fc3\u7684\u65f6\u523b\u3002\u6162\u6162\u5730\uff0c\u6211\u5c31\u6210\u4e3a\u4e86\u4e00\u540d\u6728\u5320\uff0c\u4f46\u5927\u6982\u505a\u4e86\u516d\u4e2a\u6708\u5de6\u540e\uff0c\u5c31\u53d1\u73b0\u6728\u5320\u6323\u5f97\u94b1\u5c11\u5f97\u96be\u4ee5\u7ef4\u751f\uff0c\u5c3d\u7ba1\u6728\u5320\u9700\u8981\u505a\u7684\u4e8b\u60c5\u8fdc\u6bd4\u8868\u9762\u770b\u5230\u7684\u8981\u591a\u3002\u641e\u88c5\u4fee\u8f7b\u677e\u5f97\u591a\uff0c\u6765\u94b1\u5feb\uff0c\u6240\u4ee5\u5728\u505a\u6728\u5320\u7684\u540c\u65f6\uff0c\u6211\u4e5f\u4f1a\u517c\u804c\u88c5\u4fee\u6d3b\u8ba1\u3002\u9664\u975e\u4f60\u662f\u4e00\u540d\u9ad8\u7ea7\u6728\u5320\uff0c\u5426\u5219\u505a\u6728\u5320\u8d5a\u7684\u94b1\u80af\u5b9a\u4e0d\u5982\u505a\u88c5\u4fee\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u76f4\u5230\u4e00\u5929\uff0c\u6211\u9047\u5230\u4e86\u4e00\u540d\u771f\u6b63\u51fa\u8272\u7684\u6728\u5320\uff0c\u624d\u610f\u8bc6\u5230\u81ea\u5df1\u4e0d\u9002\u5408\u8fd9\u884c\u5f53\u3002\u4e00\u5bb6\u7164\u70ad\u516c\u53f8\u8ba9\u8fd9\u4f4d\u6728\u5320\u7ed9\u9634\u6697\u6f6e\u6e7f\u7684\u5730\u4e0b\u5ba4\u505a\u4e00\u6247\u95e8\uff0c\u9274\u4e8e\u73af\u5883\u7279\u6b8a\uff0c\u4ed6\u5c31\u5c06\u6728\u6599\u4ee5\u53cd\u65b9\u5411\u6392\u5217\uff0c\u4ee5\u6b64\u6765\u62b5\u6d88\u6728\u6599\u56e0\u6f6e\u6e7f\u81a8\u80c0\u4ea7\u751f\u7684\u53d8\u5f62\uff0c\u8fd9\u662f\u6211\u6b64\u524d\u4ece\u672a\u60f3\u8fc7\u7684\u65b9\u5f0f\u3002\u4ed6\u8fd8\u53ef\u4ee5\u7528\u624b\u952f\u5c06\u4e00\u5757\u6728\u6599\u5207\u6210\u6b63\u65b9\u5f62\u3002\u4ed6\u5411\u6211\u8bb2\u89e3\u9053\uff1a\u8981\u662f\u60f3\u5c06\u6728\u6599\u5207\u6210\u6b63\u65b9\u5f62\uff0c\u90a3\u4e48\u4f60\u5fc5\u987b\u5c06\u952f\u5e8a\u548c\u6728\u6599\u8ddf\u623f\u95f4\u5bf9\u9f50\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u65f6\u6211\u5c31\u611f\u89c9\uff0c\u8ddf\u4ed6\u76f8\u6bd4\u81ea\u5df1\u5dee\u5f97\u592a\u8fdc\u4e86\uff0c\u5c31\u60f3\u6216\u8bb8\u8fd8\u662f\u56de\u5b66\u6821\u7814\u7a76\u4eba\u5de5\u667a\u80fd\u5427\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u540e\u6765\uff0c\u6211\u5c31\u53bb\u7231\u4e01\u5821\u5927\u5b66\u653b\u8bfb\u795e\u7ecf\u7f51\u7edc\u7684\u535a\u58eb\uff0c\u5bfc\u5e08\u662f\u8457\u540d\u7684Christopher Longute-Higgins\u6559\u6388\u300230\u591a\u5c81\u65f6\uff0c\u4ed6\u5c31\u5f04\u6e05\u4e86\u787c\u6c22\u5316\u7269\u7684\u7ed3\u6784\uff0c\u5dee\u70b9\u56e0\u6b64\u83b7\u5f97\u8bfa\u8d1d\u5c13\u5956\uff0c\u771f\u7684\u5f88\u5389\u5bb3\u3002\u76f4\u5230\u73b0\u5728\uff0c\u6211\u4ecd\u7136\u4e0d\u6e05\u695a\u4ed6\u7814\u7a76\u7684\u662f\u4ec0\u4e48\uff0c\u53ea\u77e5\u9053\u662f\u8ddf\u91cf\u5b50\u529b\u5b66\u6709\u5173\uff0c\u8fd9\u9879\u7814\u7a76\u7684\u4e8b\u5b9e\u57fa\u7840\u662f\u201c\u6052\u7b49\u7b97\u5b50\u7684\u65cb\u8f6c\u4e0d\u662f360\u5ea6\uff0c\u800c\u662f720\u5ea6\u201d\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u4ed6\u66fe\u7ecf\u5bf9\u795e\u7ecf\u7f51\u7edc\u548c\u5168\u606f\u56fe\u4e4b\u95f4\u7684\u5173\u7cfb\u5f88\u611f\u5174\u8da3\uff0c\u53ea\u662f\u5728\u6211\u5230\u7231\u4e01\u5821\u5927\u5b66\u540e\uff0c\u4ed6\u7a81\u7136\u5bf9\u795e\u7ecf\u7f51\u7edc\u5931\u53bb\u4e86\u5174\u8da3\uff0c\u4e3b\u8981\u662f\u56e0\u4e3a\u4ed6\u8bfb\u4e86Winograd\uff08\u7f8e\u56fd\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\uff09\u7684\u8bba\u6587\u540e\u88ab\u5f7b\u5e95\u8bf4\u670d\u4e86\uff0c\u8ba4\u4e3a\u795e\u7ecf\u7f51\u7edc\u6ca1\u6709\u53d1\u5c55\u524d\u666f\uff0c\u800c\u662f\u5e94\u8be5\u8f6c\u505a\u7b26\u53f7\u4eba\u5de5\u667a\u80fd\uff0c\u90a3\u7bc7\u8bba\u6587\u5bf9\u4ed6\u5f71\u54cd\u633a\u5927\u7684\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u4e8b\u5b9e\u4e0a\uff0c\u4ed6\u5e76\u4e0d\u8d5e\u540c\u6211\u7684\u7814\u7a76\u65b9\u5411\uff0c\u60f3\u8ba9\u6211\u505a\u4e00\u4e9b\u66f4\u5bb9\u6613\u83b7\u5956\u7684\u7814\u7a76\uff0c\u4f46\u4ed6\u7684\u4e3a\u4eba\u4e0d\u9519\uff0c\u4ecd\u7136\u544a\u8bc9\u6211\u8981\u575a\u5b9a\u81ea\u5df1\u7684\u65b9\u5411\uff0c\u4e5f\u4ece\u672a\u963b\u6b62\u6211\u53bb\u7814\u7a76\u795e\u7ecf\u7f51\u7edc\u3002<\/section>\n<section>\u00a0<\/section>\n<section><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-13328\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-22.png\" width=\"790\" height=\"352\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-22.png 790w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-22-300x134.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/06\/4ffce04d92a4d6cb21c1494cdfcd6dc1-22-768x342.png 768w\" sizes=\"auto, (max-width: 790px) 100vw, 790px\" \/><\/section>\n<section><em>\uff08Marvin Minsky\u548cSeymour Papert\uff09<\/em><\/section>\n<section>\u00a0<\/section>\n<section>1970\u5e74\u4ee3\u521d\uff0c\u8eab\u8fb9\u7684\u6240\u6709\u4eba\u90fd\u8d28\u95ee\u6211\uff0cMarvin Minsky\u548cSeymour Papert\u90fd\u8bf4\u795e\u7ecf\u7f51\u7edc\u524d\u9014\u6e3a\u832b\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u8981\u575a\u6301\u4e0b\u53bb\uff1f\u8bf4\u5b9e\u8bdd\uff0c\u6211\u611f\u89c9\u5f88\u5b64\u72ec\u3002<\/section>\n<section>\u00a0<\/section>\n<section>1973\u5e74\uff0c\u6211\u7b2c\u4e00\u6b21\u7ed9\u4e00\u4e2a\u5c0f\u7ec4\u505a\u6f14\u8bb2\uff0c\u5185\u5bb9\u5c31\u662f\u5173\u4e8e\u5982\u4f55\u7528\u795e\u7ecf\u7f51\u7edc\u505a\u771f\u6b63\u7684\u9012\u5f52\u3002\u5728\u7b2c\u4e00\u4e2a\u9879\u76ee\u4e2d\uff0c\u6211\u53d1\u73b0\uff0c\u5982\u679c\u4f60\u60f3\u8ba9\u795e\u7ecf\u7f51\u7edc\u7ed8\u5236\u56fe\u5f62\uff0c\u5c06\u56fe\u5f62\u5206\u5272\u6210\u591a\u4e2a\u90e8\u5206\uff0c\u5e76\u4e14\u8fd9\u4e9b\u56fe\u5f62\u7684\u90e8\u5206\u90fd\u80fd\u88ab\u7c7b\u4f3c\u7684\u795e\u7ecf\u786c\u4ef6\u7ed8\u5236\u51fa\u6765\uff0c\u90a3\u4e48\u50a8\u5b58\u6574\u4e2a\u56fe\u5f62\u7684\u795e\u7ecf\u4e2d\u67a2\u5c31\u9700\u8981\u8bb0\u4f4f\u6574\u4f53\u56fe\u5f62\u7684\u4f4d\u7f6e\u3001\u65b9\u5411\u548c\u5927\u5c0f\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u5982\u679c\u6b63\u5728\u7ed8\u5236\u56fe\u5f62\u7684\u795e\u7ecf\u7f51\u7edc\u7a81\u7136\u505c\u6b62\u8fd0\u884c\u4e86\uff0c\u4f60\u60f3\u4f7f\u7528\u53e6\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u6765\u7ee7\u7eed\u7ed8\u5236\u56fe\u5f62\uff0c\u90a3\u4e48\u5c31\u9700\u8981\u6709\u5730\u65b9\u6765\u5b58\u50a8\u8fd9\u4e2a\u56fe\u5f62\u4ee5\u53ca\u5de5\u4f5c\u8fdb\u5ea6\uff0c\u7136\u540e\u53ef\u4ee5\u7ee7\u7eed\u7ed8\u5236\u5de5\u4f5c\u3002\u73b0\u5728\u7684\u96be\u70b9\u5728\u4e8e\uff0c\u5982\u4f55\u4f7f\u795e\u7ecf\u7f51\u7edc\u5b9e\u73b0\u8fd9\u4e9b\u529f\u80fd\u3002\u663e\u7136\uff0c\u4ec5\u4ec5\u9760\u590d\u5236\u795e\u7ecf\u5143\u662f\u4e0d\u884c\u7684\uff0c\u56e0\u6b64\u6211\u60f3\u8bbe\u8ba1\u4e00\u4e2a\u7cfb\u7edf\u901a\u8fc7\u5feb\u901f\u6743\u91cd\uff08fast weight\uff09\u6765\u5b9e\u65f6\u9002\u914d\u5e76\u8bb0\u5f55\u5de5\u4f5c\u8fdb\u5ea6\u3002\u5982\u6b64\u4e00\u6765\uff0c\u901a\u8fc7\u6062\u590d\u76f8\u5173\u72b6\u6001\uff08state\uff09\uff0c\u5c31\u53ef\u4ee5\u7ee7\u7eed\u5b8c\u6210\u4efb\u52a1\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u56e0\u6b64\uff0c\u6211\u521b\u5efa\u4e86\u4e00\u5957\u795e\u7ecf\u7f51\u7edc\uff0c\u901a\u8fc7\u91cd\u7528\u76f8\u540c\u7684\u795e\u7ecf\u5143\u548c\u6743\u91cd\u6765\u6267\u884c\u9012\u5f52\u8c03\u7528\uff08\u5c31\u50cf\u7528\u4e8e\u9ad8\u7ea7\u8c03\u7528\u4e00\u6837\uff09\uff0c\u4ee5\u6b64\u6765\u5b9e\u73b0\u771f\u6b63\u7684\u9012\u5f52\u3002\u4f46\u662f\uff0c\u6211\u4e0d\u64c5\u957f\u6f14\u8bb2\uff0c\u6240\u4ee5\u611f\u89c9\u53ef\u80fd\u5e76\u6ca1\u6709\u4eba\u7406\u89e3\u6211\u6f14\u8bb2\u7684\u5185\u5bb9\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u8bf4\uff0c\u660e\u660e\u53ef\u4ee5\u4f7f\u7528Lisp\u9012\u5f52\uff0c\u4e3a\u4ec0\u4e48\u8981\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u8fdb\u884c\u9012\u5f52\u3002\u4ed6\u4eec\u4e0d\u77e5\u9053\u7684\u662f\uff0c<strong>\u9664\u975e\u795e\u7ecf\u7f51\u7edc\u80fd\u591f\u5b9e\u73b0\u9012\u5f52\u4e4b\u7c7b\u7684\u529f\u80fd\uff0c\u5426\u5219\u6709\u4e00\u5927\u5806\u4e8b\u60c5\u65e0\u6cd5\u89e3\u51b3\u3002<\/strong>\u73b0\u5728\uff0c\u8fd9\u53c8\u6210\u4e3a\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u95ee\u9898\uff0c\u6240\u4ee5\u6211\u8fd8\u8981\u518d\u7b49\u4e00\u5e74\uff0c\u76f4\u5230\u8fd9\u4e2a\u95ee\u9898\u6210\u4e3a\u4e00\u4e2a\u62e5\u670950\u5e74\u5386\u53f2\u7684\u53e4\u8463\uff0c\u7136\u540e\u6211\u5199\u4e86\u4e00\u4efd\u5173\u4e8e\u5feb\u901f\u6743\u91cd\u7684\u7814\u7a76\u62a5\u544a\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u90a3\u65f6\uff0c\u4e5f\u4e0d\u662f\u6240\u6709\u4eba\u90fd\u53cd\u5bf9\u795e\u7ecf\u7f51\u7edc\u3002\u5982\u679c\u518d\u5f80\u524d\u8ffd\u6eaf\u52301950\u5e74\u4ee3\uff0c\u5982\u51af\u00b7\u8bfa\u4f9d\u66fc\u548c\u56fe\u7075\u8fd9\u6837\u7684\u7814\u7a76\u8005\u8fd8\u662f\u5f88\u76f8\u4fe1\u795e\u7ecf\u7f51\u7edc\uff0c\u4ed6\u4eec\u90fd\u5bf9\u5927\u8111\u7684\u5de5\u4f5c\u65b9\u5f0f\u5f88\u611f\u5174\u8da3\uff0c\u7279\u522b\u662f\u56fe\u7075\uff0c\u5f88\u76f8\u4fe1\u795e\u7ecf\u7f51\u7edc\u7684\u5f3a\u5316\u8bad\u7ec3\uff0c\u8fd9\u4e5f\u8ba9\u6211\u5bf9\u81ea\u5df1\u7684\u7814\u7a76\u65b9\u5411\u5f88\u6709\u4fe1\u5fc3\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u53ef\u60dc\u4ed6\u4eec\u82f1\u5e74\u65e9\u901d\uff0c\u82e5\u662f\u80fd\u591a\u6d3b\u51e0\u5e74\uff0c\u4ed6\u4eec\u7684\u667a\u6167\u8db3\u4ee5\u5f71\u54cd\u4e00\u4e2a\u9886\u57df\u7684\u53d1\u5c55\uff0c\u82f1\u56fd\u5728\u8fd9\u65b9\u9762\u53ef\u80fd\u65e9\u5df2\u53d6\u5f97\u7a81\u7834\uff0c\u8bf4\u4e0d\u5b9a\u4eba\u5de5\u667a\u80fd\u7684\u73b0\u72b6\u4e5f\u4f1a\u5927\u6709\u4e0d\u540c\u3002<\/section>\n<section>\u00a0<\/section>\n<section><strong>2<\/strong><\/section>\n<section><strong>\u4ece\u7eaf\u7cb9\u7684\u5b66\u8005\u8f6c\u53d8\u4e3aGoogle\u5458\u5de5<\/strong><\/section>\n<section>\u00a0<\/section>\n<section>\u53bbGoogle\u5de5\u4f5c\u7684\u4e3b\u8981\u539f\u56e0\u662f\uff0c\u6211\u7684\u513f\u5b50\u60a3\u6709\u6b8b\u75be\uff0c\u6211\u5f97\u4e3a\u4ed6\u6323\u94b1\u3002<\/section>\n<section>\u00a0<\/section>\n<section>2012\u5e74\uff0c\u6211\u89c9\u5f97\u5728Coursera\u4e0a\u8bb2\u8bfe\u80fd\u6323\u5230\u5f88\u591a\u94b1\uff0c\u6240\u4ee5\u5c31\u5f00\u8bbe\u4e86\u795e\u7ecf\u7f51\u7edc\u76f8\u5173\u8bfe\u7a0b\u3002\u65e9\u671f\u7684Coursera\u8f6f\u4ef6\u5e76\u4e0d\u597d\u7528\uff0c\u52a0\u4e0a\u6211\u81ea\u5df1\u5e76\u4e0d\u592a\u64c5\u957f\u64cd\u505a\u8f6f\u4ef6\uff0c\u56e0\u6b64\u6211\u65f6\u5e38\u611f\u5230\u70e6\u8e81\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u6700\u521d\u6211\u4e0e\u591a\u4f26\u591a\u5927\u5b66\u8fbe\u6210\u4e86\u4e00\u9879\u534f\u8bae\uff0c\u5982\u679c\u8fd9\u4e9b\u8bfe\u7a0b\u80fd\u8d5a\u5230\u94b1\u7684\u8bdd\uff0c\u90a3\u4e48\u5927\u5b66\u4f1a\u628a\u5230\u624b\u7684\u94b1\u5206\u4e00\u90e8\u5206\u7ed9\u8bb2\u8bfe\u8001\u5e08\u3002\u867d\u7136\u4ed6\u4eec\u6ca1\u6709\u660e\u786e\u8bf4\u5177\u4f53\u7684\u5206\u6210\u6bd4\u4f8b\uff0c\u4f46\u6709\u4eba\u8bf4\u662f\u5bf9\u534a\u5206\uff0c\u6211\u4e5f\u5c31\u6b23\u7136\u63a5\u53d7\u4e86\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u5728\u5f55\u8bfe\u8fc7\u7a0b\u4e2d\uff0c\u6211\u66fe\u8981\u6c42\u8fc7\u5b66\u6821\u5e2e\u6211\u5f55\u5236\u89c6\u9891\uff0c\u4f46\u4ed6\u4eec\u5374\u53cd\u95ee\u6211\uff0c\u201c\u4f60\u77e5\u9053\u5236\u4f5c\u89c6\u9891\u6709\u591a\u8d35\u5417\uff1f\u201d\u6211\u5f53\u7136\u77e5\u9053\uff0c\u56e0\u4e3a\u6211\u81ea\u5df1\u4e00\u76f4\u5728\u5236\u4f5c\u89c6\u9891\uff0c\u6821\u65b9\u8fd8\u662f\u6ca1\u6709\u63d0\u4f9b\u4efb\u4f55\u652f\u6301\u3002\u7136\u800c\u5728\u6211\u5f00\u8bfe\u4e4b\u540e\uff08\u5f53\u65f6\u6211\u5df2\u7ecf\u9a91\u864e\u96be\u4e0b\u4e86\uff09\uff0c\u6559\u52a1\u957f\u5728\u6ca1\u6709\u54a8\u8be2\u6211\u548c\u5176\u4ed6\u4efb\u4f55\u4eba\u7684\u60c5\u51b5\u4e0b\u5c31\u5355\u65b9\u9762\u51b3\u5b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Dean\u662f\u4e00\u4e2a\u806a\u660e\u4eba\uff0c\u8ddf\u4ed6\u76f8\u5904\u5f88\u6109\u5feb\u3002\u4ed6\u60f3\u8ba9\u6211\u505a\u4e00\u4e9b\u57fa\u7840\u7814\u7a76\uff0c\u5c1d\u8bd5\u63d0\u51fa\u65b0\u7684\u7b97\u6cd5\uff0c\u800c\u8fd9\u6b63\u662f\u6211\u559c\u6b22\u505a\u7684\u4e8b\u3002\u6211\u4e0d\u64c5\u957f\u7ba1\u7406\u5927\u578b\u56e2\u961f\uff0c\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u6211\u66f4\u4e50\u610f\u5c06\u8bed\u8a00\u8bc6\u522b\u7684\u7cbe\u5ea6\u63d0\u5347\u4e00\u4e2a\u767e\u5206\u70b9\uff0c\u4e3a\u8fd9\u4e2a\u9886\u57df\u5e26\u6765\u4e00\u573a\u65b0\u7684\u53d8\u9769\u662f\u6211\u4e00\u76f4\u60f3\u505a\u7684\u4e8b\u3002<\/section>\n<section><\/section>\n<section><strong>3<\/strong><\/section>\n<section><strong>\u6df1\u5ea6\u5b66\u4e60\u7684\u4e0b\u4e00\u4e2a\u5927\u4e8b\u4ef6<\/strong><\/section>\n<section>\u00a0<\/section>\n<section>\u6df1\u5ea6\u5b66\u4e60\u7684\u53d1\u5c55\u53d6\u51b3\u4e8e\uff0c\u5728\u62e5\u6709\u6d77\u91cf\u6570\u636e\u548c\u5f3a\u5927\u7b97\u529b\u7684\u5927\u578b\u7f51\u7edc\u4e2d\u505a\u968f\u673a\u68af\u5ea6\u4e0b\u964d\uff0c\u57fa\u4e8e\u6b64\uff0c\u4e00\u4e9b\u60f3\u6cd5\u5f97\u4ee5\u66f4\u597d\u5730\u751f\u6839\u53d1\u82bd\uff0c\u6bd4\u5982\u968f\u673a\u5931\u6d3b\uff08dropout\uff09\u548c\u73b0\u5728\u7684\u5f88\u591a\u7814\u7a76\uff0c\u4f46\u8fd9\u4e00\u5207\u79bb\u4e0d\u5f00\u5f3a\u5927\u7b97\u529b\u3001\u6d77\u91cf\u6570\u636e\u4ee5\u53ca\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u3002\u00a0<\/section>\n<section>\u00a0<\/section>\n<section><strong>\u7ecf\u5e38\u6709\u4eba\u8bf4\u6df1\u5ea6\u5b66\u4e60\u9047\u5230\u4e86\u74f6\u9888\uff0c\u4f46\u4e8b\u5b9e\u4e0a\u5b83\u4e00\u76f4\u5728\u4e0d\u65ad\u5411\u524d\u53d1\u5c55\uff0c\u6211\u5e0c\u671b\u6000\u7591\u8bba\u8005\u80fd\u5c06\u6df1\u5ea6\u5b66\u4e60\u73b0\u5728\u4e0d\u80fd\u505a\u7684\u4e8b\u5199\u4e0b\u6765\u3002<\/strong>\u4e94\u5e74\u540e\uff0c\u6211\u4eec\u4f1a\u8bc1\u660e\u6df1\u5ea6\u5b66\u4e60\u80fd\u505a\u5230\u8fd9\u4e9b\u4e8b\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u5f53\u7136\uff0c\u8fd9\u4e9b\u4efb\u52a1\u5fc5\u987b\u7ecf\u8fc7\u4e25\u683c\u5b9a\u4e49\u3002\u6bd4\u5982Hector Levesque\uff08\u591a\u4f26\u591a\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u6559\u6388\uff09\u662f\u4e00\u4e2a\u5178\u578b\u7684AI\u4eba\u58eb\uff0c\u4ed6\u672c\u4eba\u975e\u5e38\u4f18\u79c0\u3002Hector\u5236\u5b9a\u4e86\u4e00\u4e2a\u6807\u51c6\uff0c\u5373Winograd\u53e5\u5b50\uff0c\u5176\u4e2d\u4e00\u4e2a\u4f8b\u5b50\u662f\uff0c\u201c\u5956\u676f\u4e0d\u9002\u5408\u653e\u5728\u624b\u63d0\u7bb1\u4e2d\uff0c\u56e0\u4e3a\u5b83\u592a\u5c0f\u4e86\uff1b\u5956\u676f\u4e0d\u9002\u5408\u653e\u5728\u624b\u63d0\u7bb1\u91cc\uff0c\u56e0\u4e3a\u5b83\u592a\u5927\u4e86\u3002\u201d<\/section>\n<section>\u00a0<\/section>\n<section>\u5982\u679c\u4f60\u60f3\u628a\u8fd9\u4e24\u53e5\u7ffb\u8bd1\u6210\u6cd5\u8bed\uff0c\u5fc5\u987b\u660e\u767d\u5728\u7b2c\u4e00\u79cd\u60c5\u51b5\u4e0b\uff0c\u201c\u5b83\u201d\u6307\u7684\u662f\u624b\u63d0\u7bb1\uff0c\u800c\u5728\u7b2c\u4e8c\u79cd\u60c5\u51b5\u4e0b\uff0c\u201c\u5b83\u201d\u6307\u7684\u662f\u5956\u676f\uff0c\u56e0\u4e3a\u5b83\u4eec\u5728\u6cd5\u8bed\u4e2d\u662f\u4e0d\u540c\u7684\u6027\u6570\uff08genders 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Blake\u7684\u90a3\u4e24\u53e5\u8bd7\uff0c\u201c\u5c06\u5feb\u4e50\u548c\u5fe7\u4f24\u7f16\u7ec7\uff0c\u62ab\u5728\u6211\u795e\u5723\u7684\u5fc3\u4e0a\u201d\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u6211\u8ba4\u4e3a\u79d1\u7814\u5de5\u4f5c\u7684\u672c\u8d28\u4e5f\u662f\u5982\u6b64\uff0c\u5982\u679c\u4f60\u4e0d\u4f1a\u56e0\u4e3a\u6210\u529f\u800c\u611f\u5230\u5174\u594b\uff0c\u4e5f\u4e0d\u4f1a\u56e0\u4e3a\u5931\u8d25\u800c\u611f\u5230\u6cae\u4e27\uff0c\u90a3\u7b97\u4e0d\u4e0a\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u7814\u7a76\u8005\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u7814\u7a76\u751f\u6daf\u91cc\uff0c\u5c3d\u7ba1\u6709\u65f6\u4f1a\u89c9\u5f97\u81ea\u5df1\u5b8c\u5168\u6478\u4e0d\u7740\u4e00\u4e9b\u7b97\u6cd5\u7684\u95e8\u9053\uff0c\u4f46\u6211\u8fd8\u4ece\u672a\u771f\u6b63\u611f\u5230\u8ff7\u832b\u548c\u6beb\u65e0\u5e0c\u671b\u3002\u5728\u6211\u770b\u6765\uff0c\u65e0\u8bba\u6700\u7ec8\u7ed3\u679c\u5982\u4f55\uff0c\u603b\u6709\u503c\u5f97\u53bb\u505a\u7684\u4e8b\u60c5\u3002\u4f18\u79c0\u7684\u7814\u7a76\u4eba\u5458\u603b\u662f\u6709\u5f88\u591a\u60f3\u505a\u7684\u4e8b\u60c5\uff0c\u53ea\u662f\u82e6\u4e8e\u6ca1\u6709\u591a\u4f59\u7684\u65f6\u95f4\u3002<\/section>\n<section><\/section>\n<section>\u5728\u591a\u4f26\u591a\u5927\u5b66\u4efb\u6559\u65f6\uff0c\u6211\u53d1\u73b0\u8ba1\u7b97\u673a\u79d1\u5b66\u4e13\u4e1a\u7684\u672c\u79d1\u751f\u90fd\u5f88\u4f18\u79c0\uff0c\u800c\u5f88\u591a\u8f85\u4fee\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u8ba4\u77e5\u79d1\u5b66\u4e13\u4e1a\u7684\u672c\u79d1\u751f\u4e5f\u8868\u73b0\u5f97\u76f8\u5f53\u51fa\u8272\uff0c\u8fd9\u4e00\u90e8\u5206\u540c\u5b66\u5e76\u4e0d\u64c5\u957f\u6280\u672f\uff0c\u4f46\u4ed6\u4eec\u4ecd\u7136\u628a\u7814\u7a76\u505a\u5f97\u5f88\u597d\uff0c\u4ed6\u4eec\u70ed\u7231\u8ba1\u7b97\u673a\u79d1\u5b66\uff0c\u975e\u5e38\u60f3\u5f04\u6e05\u4eba\u7c7b\u7684\u8ba4\u77e5\u5982\u4f55\u5f62\u6210\uff0c\u6709\u7740\u6e90\u6e90\u4e0d\u65ad\u7684\u5174\u8da3\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u50cfBlake Richards\uff08\u8499\u7279\u5229\u5c14\u795e\u7ecf\u5b66\u7814\u7a76\u6240\u52a9\u7406\u6559\u6388\uff09\u8fd9\u6837\u7684\u79d1\u5b66\u5bb6\uff0c\u4ed6\u4eec\u5f88\u6e05\u695a\u81ea\u5df1\u60f3\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\uff0c\u7136\u540e\u5c31\u53ea\u7ba1\u671d\u7740\u8fd9\u4e2a\u65b9\u5411\u524d\u884c\u3002\u73b0\u5728\uff0c\u5f88\u591a\u79d1\u5b66\u5bb6\u90fd\u4e0d\u77e5\u9053\u81ea\u5df1\u5230\u5e95\u60f3\u505a\u4ec0\u4e48\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u56de\u5934\u770b\uff0c<strong>\u6211\u89c9\u5f97\u5e74\u8f7b\u4eba\u8981\u627e\u5230\u81ea\u5df1\u611f\u5174\u8da3\u7684\u65b9\u5411\uff0c\u800c\u4e0d\u662f\u5355\u7eaf\u5730\u5b66\u4e9b\u6280\u672f\u3002<\/strong>\u5728\u81ea\u8eab\u5174\u8da3\u7684\u9a71\u52a8\u4e0b\uff0c\u4f60\u4f1a\u4e3b\u52a8\u53bb\u638c\u63e1\u4e00\u4e9b\u5e94\u6709\u7684\u77e5\u8bc6\u6765\u5bfb\u627e\u4f60\u60f3\u8981\u7684\u7b54\u6848\uff0c\u8fd9\u6bd4\u76f2\u76ee\u5730\u5b66\u4e60\u6280\u672f\u66f4\u91cd\u8981\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u73b0\u5728\u60f3\u60f3\uff0c\u6211\u5e74\u8f7b\u65f6\u5c31\u5e94\u8be5\u518d\u591a\u5b66\u4e00\u70b9\u6570\u5b66\u77e5\u8bc6\uff0c\u8fd9\u6837\u505a\u7ebf\u6027\u4ee3\u6570\u5c31\u4f1a\u5bb9\u6613\u5f88\u591a\u3002<\/section>\n<section><\/section>\n<section>\u6570\u5b66\u65f6\u5e38\u8ba9\u6211\u611f\u5230\u7edd\u671b\uff0c\u5bfc\u81f4\u5f88\u96be\u8bfb\u61c2\u4e00\u4e9b\u8bba\u6587\uff0c\u5c24\u5176\u8981\u5f04\u61c2\u90a3\u4e00\u5927\u5806\u7b26\u53f7\uff0c\u771f\u662f\u4e00\u9879\u83ab\u5927\u7684\u6311\u6218\uff0c\u6240\u4ee5\u6211\u5e76\u6ca1\u6709\u8bfb\u592a\u591a\u8bba\u6587\u3002\u5173\u4e8e\u795e\u7ecf\u79d1\u5b66\u65b9\u9762\u7684\u95ee\u9898\uff0c\u4e00\u822c\u6211\u4f1a\u5411Terry Sejnowski\uff08\u8ba1\u7b97\u795e\u7ecf\u5b66\u6559\u6388\uff09\u8bf7\u6559\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u65b9\u9762\u7684\u95ee\u9898\uff0c\u6211\u4f1a\u8bf7\u7814\u7a76\u751f\u89e3\u91ca\u7ed9\u6211\u542c\u3002\u5f53\u6211\u9700\u8981\u7528\u6570\u5b66\u6765\u8bc1\u660e\u67d0\u9879\u7814\u7a76\u662f\u5426\u53ef\u884c\u65f6\uff0c\u6211\u4e5f\u603b\u80fd\u627e\u5230\u5408\u9002\u7684\u65b9\u6cd5\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u901a\u8fc7\u505a\u7814\u7a76\u8ba9\u8fd9\u4e2a\u4e16\u754c\u53d8\u5f97\u66f4\u7f8e\u597d\u7684\u60f3\u6cd5\u5f88\u4e0d\u9519\uff0c\u4f46\u6211\u66f4\u4eab\u53d7\u63a2\u7d22\u4eba\u7c7b\u521b\u9020\u529b\u4e0a\u9650\u7684\u4e50\u8da3\uff0c\u6211\u771f\u7684\u5f88\u60f3\u4e86\u89e3\u5927\u8111\u7684\u5de5\u4f5c\u673a\u5236\uff0c\u6211\u76f8\u4fe1\u6211\u4eec\u9700\u8981\u4e00\u4e9b\u65b0\u7684\u60f3\u6cd5\uff0c\u6bd4\u5982\u901a\u8fc7\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u7684\u5b66\u4e60\u7b97\u6cd5\u4e86\u89e3\u5927\u8111\u7684\u8fd0\u4f5c\u65b9\u5f0f\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u6211\u8ba4\u4e3a\uff0c\u6700\u68d2\u7684\u7814\u7a76\u5de5\u4f5c\u5e94\u8be5\u7531\u4e00\u5927\u7fa4\u7814\u7a76\u751f\u6765\u5b8c\u6210\uff0c\u5e76\u4e14\u7ed9\u4ed6\u4eec\u63d0\u4f9b\u4e30\u5bcc\u7684\u8d44\u6e90\u3002\u79d1\u7814\u5de5\u4f5c\u9700\u8981\u5e74\u8f7b\u7684\u6d3b\u529b\uff0c\u6e90\u6e90\u4e0d\u65ad\u7684\u52a8\u529b\uff0c\u4ee5\u53ca\u5bf9\u7814\u7a76\u7684\u5f3a\u70c8\u5174\u8da3\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u4f60\u5fc5\u987b\u6709\u597d\u5947\u5fc3\u7684\u9a71\u52a8\u624d\u80fd\u505a\u51fa\u6700\u597d\u7684\u57fa\u7840\u7814\u7a76\u3002\u53ea\u6709\u8fd9\u6837\uff0c\u4f60\u624d\u6709\u52a8\u529b\u53bb\u5ffd\u89c6\u90a3\u4e9b\u660e\u663e\u7684\u969c\u788d\uff0c\u53bb\u9884\u4f30\u81ea\u5df1\u4f1a\u53d6\u5f97\u600e\u6837\u7684\u7ed3\u679c\u3002\u5982\u679c\u662f\u4e00\u822c\u6027\u7814\u7a76\uff0c\u521b\u9020\u529b\u5c31\u4e0d\u662f\u6700\u91cd\u8981\u7684\u3002<\/section>\n<section>\u00a0<\/section>\n<section><strong>\u5982\u679c\u80fd\u5f04\u6e05\u4e00\u5927\u6279\u806a\u660e\u4eba\u6b63\u5728\u7814\u7a76\u4ec0\u4e48\uff0c\u7136\u540e\u4f60\u518d\u53bb\u505a\u4e0d\u4e00\u6837\u7684\u7814\u7a76\uff0c\u603b\u662f\u4e00\u4e2a\u597d\u4e3b\u610f\u3002<\/strong>\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u67d0\u4e2a\u9886\u57df\u53d6\u5f97\u4e00\u5b9a\u7684\u8fdb\u5c55\uff0c\u90a3\u5c31\u4e0d\u9700\u8981\u5176\u4ed6\u65b0\u7684\u60f3\u6cd5\uff0c\u53ea\u9700\u8981\u5c06\u73b0\u6709\u7684\u7814\u7a76\u6df1\u6316\u4e0b\u53bb\u5c31\u53ef\u4ee5\u6210\u529f\u3002\u4f46\u5982\u679c\u4f60\u60f3\u7814\u7a76\u4e00\u4e9b\u65b0\u60f3\u6cd5\uff0c\u6bd4\u5982\u6784\u5efa\u5927\u578b\u786c\u4ef6\uff0c\u90a3\u4e5f\u975e\u5e38\u4e0d\u9519\uff0c\u5c3d\u7ba1\u524d\u8def\u53ef\u80fd\u6709\u4e9b\u66f2\u6298\u3002\u00a0<\/section>\n<div 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