{"id":38100,"date":"2025-02-10T04:00:54","date_gmt":"2025-02-09T20:00:54","guid":{"rendered":"https:\/\/17aitech.com\/?p=38100"},"modified":"2025-02-10T04:00:54","modified_gmt":"2025-02-09T20:00:54","slug":"%e6%af%8f%e4%ba%ba50%e4%b8%87%e8%8b%b1%e9%95%91%ef%bc%8chinton%e3%80%81bengio%e3%80%81%e9%bb%84%e4%bb%81%e5%8b%8b%e5%92%8c%e6%9d%8e%e9%a3%9e%e9%a3%9e%e7%ad%89%e8%8e%b7%e5%be%97%e4%bc%8a%e4%b8%bd","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38100","title":{"rendered":"\u6bcf\u4eba50\u4e07\u82f1\u9551\uff0cHinton\u3001Bengio\u3001\u9ec4\u4ec1\u52cb\u548c\u674e\u98de\u98de\u7b49\u83b7\u5f97\u4f0a\u4e3d\u838e\u767d\u5973\u738b\u5de5\u7a0b\u5956"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-02-06-10\" target=\"_blank\">\u6bcf\u4eba50\u4e07\u82f1\u9551\uff0cHinton\u3001Bengio\u3001\u9ec4\u4ec1\u52cb\u548c\u674e\u98de\u98de\u7b49\u83b7\u5f97\u4f0a\u4e3d\u838e\u767d\u5973\u738b\u5de5\u7a0b\u5956<\/a><\/p>\n<p>\u606d\u559c\uff01<\/p>\n<p>\u6628\u5929\uff0c\u4f0a\u4e3d\u838e\u767d\u5973\u738b\u5de5\u7a0b\u5956\u53d1\u5e03\u4e86\u4eca\u5e74\u5ea6\u7684\u83b7\u5956\u4eba\u5458\u540d\u5355\u3002\u8be5\u5956\u9879\u4eca\u5e74\u7684\u4e3b\u9898\u4e3a\u73b0\u4ee3\u673a\u5668\u5b66\u4e60\uff08Modern Machine Learning\uff09\uff0c\u56e0\u6b64\u83b7\u5956\u8005\u88ab AI \u9886\u57df\u4eba\u58eb\u5b8c\u5168\u5305\u63fd\uff0c\u5305\u62ec\u8bfa\u8d1d\u5c14\u5956\u5f97\u4e3b Geoffrey Hinton \u4e0e John Hopfield\u3001\u56fe\u7075\u5956\u5f97\u4e3b Yoshua Bengio \u548c Yann LeCun\u3001\u82f1\u4f1f\u8fbe\u9996\u5e2d\u79d1\u5b66\u5bb6 Bill Dally\u3001\u82f1\u4f1f\u8fbe\u521b\u59cb\u4eba\u548c CEO \u9ec4\u4ec1\u52cb\u4ee5\u53ca\u88ab\u8a89\u4e3a\u300cAI \u6559\u6bcd\u300d\u7684\u674e\u98de\u98de\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-94f43e68e344e50c4ef00a10e2e03de3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-94f43e68e344e50c4ef00a10e2e03de3.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-07bc6f7906665d6f3e3cbeb68e374e24.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-07bc6f7906665d6f3e3cbeb68e374e24.png\"><\/a><\/p>\n<p>\u4f0a\u4e3d\u838e\u767d\u5973\u738b\u5de5\u7a0b\u5956\uff08Queen Elizabeth Prize for Engineering\uff0c\u7b80\u79f0 QEPrize\uff09\u4e8e 2012 \u5e74\u7531\u82f1\u56fd\u4e00\u4e2a\u8de8\u515a\u6d3e\u56e2\u4f53\u53d1\u8d77\uff0c\u6210\u5458\u5305\u62ec\u6234\u7ef4\u30fb\u5361\u6885\u4f26\u3001\u5c3c\u514b\u30fb\u514b\u83b1\u683c\u548c\u57c3\u5fb7\u30fb\u7c73\u5229\u73ed\u5fb7\uff0c\u4ed6\u4eec\u5f53\u65f6\u5206\u522b\u662f\u82f1\u56fd\u9996\u76f8\u3001\u526f\u9996\u76f8\u548c\u53cd\u5bf9\u515a\u9886\u8896\u3002\u4e3a\u6b64\u6210\u7acb\u7684\u4f0a\u4e3d\u838e\u767d\u5973\u738b\u5de5\u7a0b\u5956\u57fa\u91d1\u4f1a\u6bcf\u5e74\u4f1a\u4ee5\u4f0a\u4e3d\u838e\u767d\u4e8c\u4e16\u5973\u738b\u7684\u540d\u4e49\u9881\u53d1 50 \u4e07\u82f1\u9551\uff08\u7ea6 454 \u4e07\u4eba\u6c11\u5e01\uff09\u5956\u91d1\u548c\u4e00\u4e2a 3D \u6253\u5370\u7684\u5956\u676f\uff08\u8be5\u5956\u9879\u5728 2021 \u5e74\u4e4b\u524d\u6bcf\u4e24\u5e74\u9881\u53d1\u4e00\u6b21\uff09\u3002<\/p>\n<p>\u636e\u5b98\u7f51\u4ecb\u7ecd\uff0cQEPrize \u65e8\u5728\u300c\u8868\u5f70\u5bf9\u4eba\u7c7b\u5177\u6709\u5168\u7403\u5229\u76ca\u7684\u5927\u80c6\u3001\u5f00\u521b\u6027\u7684\u5de5\u7a0b\u521b\u65b0\u3002\u300d\u6b64\u524d\u7684\u83b7\u5956\u8005\u6d89\u53ca\u591a\u4e2a\u9886\u57df\uff0c\u5176\u4e2d\u7b2c\u4e00\u5c4a\u83b7\u5956\u8005\u5305\u62ec\u300c\u4e92\u8054\u7f51\u4e4b\u7236\u300dTim Berners-Lee\uff1a<\/p>\n<ul>\n<li>\n<section>2013 \u5e74\uff0c\u4e92\u8054\u7f51\u4e0e\u4e07\u7ef4\u7f51\uff1aRobert Kahn\u3001Vinton Cerf\u3001Louis Pouzin\u3001Marc Andreessen \u548c Tim Berners-Lee\uff1b<\/section>\n<\/li>\n<li>\n<section>2015 \u5e74\uff0c\u63a7\u91ca\u5927\u5206\u5b50\u836f\u7269\u8f93\u9001\uff1aRobert Langer\uff1b<\/section>\n<\/li>\n<li>\n<section>2017 \u5e74\uff0c\u6570\u5b57\u6210\u50cf\u4f20\u611f\u5668\uff1aEric Fossum\u3001George Smith\u3001Nobukazu Teranishi \u548c Michael Tompsett<\/section>\n<\/li>\n<li>\n<section>2019 \u5e74\uff0c\u5168\u7403\u5b9a\u4f4d\u7cfb\u7edf\uff08GPS\uff09\uff1aBradford Parkinson\u3001James Spilker, Jr\u3001Hugo Fruehauf \u548c Richard Schwartz\uff1b<\/section>\n<\/li>\n<li>\n<section>2021 \u5e74\uff0cLED \u7167\u660e\uff1aIsamu Akasaki\u3001Shuji Nakamura\u3001Nick Holonyak Jr\u3001M George Craford \u548c Russell Dupuis\uff1b<\/section>\n<\/li>\n<li>\n<section>2022 \u5e74\uff0c\u4e16\u754c\u6700\u5f3a\u78c1\u4f53\uff1a\u4f50\u5ddd\u771f\u4eba\uff08Masato Sagawa\uff09\uff1b<\/section>\n<\/li>\n<li>\n<section>2023 \u5e74\uff0cPERC \u592a\u9633\u80fd\u5149\u4f0f\u6280\u672f\uff1aMartin Green\u3001Andrew Blakers\u3001Aihua Wang \u548c Jianhua Zhao\u3002<\/section>\n<\/li>\n<li>\n<section>2024 \u5e74\uff0c\u73b0\u4ee3\u98ce\u529b\u53d1\u7535\u6280\u672f\uff1aAndrew Garrad CBE \u548c Henrik Stiesdal\u3002<\/section>\n<\/li>\n<\/ul>\n<p>QEPrize \u5728\u76f8\u5173\u6587\u7ae0\u4e2d\u5199\u5230\uff1a\u300c2025 \u5e74\u4f0a\u4e3d\u838e\u767d\u5973\u738b\u5de5\u7a0b\u5956\u6388\u4e88\u4e03\u4f4d\u5de5\u7a0b\u5e08\uff0c\u4ed6\u4eec\u4e3a\u73b0\u4ee3\u673a\u5668\u5b66\u4e60\u7684\u53d1\u5c55\u505a\u51fa\u4e86\u5f00\u521b\u6027\u7684\u8d21\u732e\uff0c\u8fd9\u662f\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u8fdb\u6b65\u7684\u6838\u5fc3\u7ec4\u6210\u90e8\u5206\u3002\u300d\u4e4b\u540e\uff0c\u8be5\u6587\u7ae0\u7b80\u8981\u7f57\u5217\u4e86\u6bcf\u4f4d\u83b7\u5956\u8005\u7684\u83b7\u5956\u7406\u7531\uff1a<\/p>\n<p>Yoshua Bengio\u3001Geoffrey Hinton\u3001John Hopfield \u548c Yann LeCun \u957f\u671f\u4ee5\u6765\u4e00\u76f4\u5021\u5bfc\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u673a\u5668\u5b66\u4e60\u7684\u6709\u6548\u6a21\u578b\uff0c\u73b0\u5728\u8fd9\u5df2\u6210\u4e3a\u4e3b\u6d41\u8303\u5f0f\u3002\u4ed6\u4eec\u5171\u540c\u5960\u5b9a\u4e86\u8fd9\u79cd\u65b9\u6cd5\u7684\u6982\u5ff5\u57fa\u7840\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\u4e0e Bill Dally \u9886\u5bfc\u5f00\u53d1\u4e86\u652f\u6301\u73b0\u4ee3\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8fd0\u884c\u7684\u786c\u4ef6\u5e73\u53f0\u3002\u5229\u7528\u56fe\u5f62\u5904\u7406\u5355\u5143\uff08GPU\uff09\u53ca\u5176\u540e\u7eed\u67b6\u6784\u8fdb\u6b65\u7684\u7684\u613f\u666f\u5b9e\u73b0\u4e86\u5927\u89c4\u6a21\u6269\u5c55\uff0c\u4ece\u800c\u6210\u4e3a\u4e86\u8fd9\u4e9b\u786c\u4ef6\u6210\u529f\u5e94\u7528\u7684\u5173\u952e\u3002<\/p>\n<p>\u674e\u98de\u98de\u786e\u7acb\u4e86\u63d0\u4f9b\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u7684\u91cd\u8981\u6027\uff0c\u8fd9\u65e2\u53ef\u4ee5\u7528\u4e8e\u8861\u91cf\u8fdb\u5c55\u60c5\u51b5\uff0c\u4e5f\u53ef\u4ee5\u652f\u6491\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u8bad\u7ec3\u3002\u901a\u8fc7\u521b\u5efa\u7528\u4e8e\u76ee\u6807\u8bc6\u522b\u8f6f\u4ef6\u7814\u7a76\u7684\u5927\u578b\u56fe\u50cf\u6570\u636e\u5e93 ImageNet\uff0c\u5979\u4f7f\u4eba\u4eec\u80fd\u591f\u4f7f\u7528\u6570\u767e\u4e07\u5f20\u6709\u6807\u6ce8\u56fe\u50cf\uff0c\u8fd9\u4e9b\u56fe\u50cf\u5728\u8bad\u7ec3\u548c\u8bc4\u4f30\u8ba1\u7b97\u673a\u89c6\u89c9\u7b97\u6cd5\u65b9\u9762\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<p>\u300c\u8fd9\u4e9b\u5de5\u7a0b\u5e08\u7684\u5171\u540c\u52aa\u529b\u4e3a\u673a\u5668\u5b66\u4e60\u5960\u5b9a\u4e86\u57fa\u7840\uff0c\u800c\u673a\u5668\u5b66\u4e60\u6b63\u662f\u5851\u9020\u5f53\u4eca\u4e16\u754c\u8bb8\u591a\u6700\u6fc0\u52a8\u4eba\u5fc3\u7684\u521b\u65b0\u80cc\u540e\u7684\u529b\u91cf\u3002\u300d<\/p>\n<p><strong><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-e72fa2285bd6ff08f84b0e7f6929fcce.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-e72fa2285bd6ff08f84b0e7f6929fcce.png\"><\/a><\/strong><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u73b0\u573a\u7167\u7247\uff0c\u8f6c\u81ea\u82f1\u56fd\u7687\u5bb6\u5de5\u7a0b\u9662\u63a8\u6587 @RAEngNews<\/sup><\/em><\/p>\n<p>\u674e\u98de\u98de\u5728\u793e\u4ea4\u7f51\u7edc\u4e0a\u8868\u8fbe\u4e86\u611f\u8c22\uff0c\u5979\u8868\u793a\uff1a\u300c\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u3001\u6570\u636e\u548c GPU \u82af\u7247\u5171\u540c\u4fc3\u6210\u4e86\u73b0\u4ee3 AI \u7684\u8bde\u751f\uff08\u91cd\u751f\uff09\uff0c\u8ba9\u8fd9\u9879\u5f3a\u5927\u7684\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u4eba\u4eec\u589e\u5f3a\u80fd\u529b\u5e76\u6539\u5584\u6211\u4eec\u7684\u751f\u6d3b\u548c\u5de5\u4f5c\u3002\u300d<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-3abe37dabac884740b1ece6e16556857.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-3abe37dabac884740b1ece6e16556857.png\"><\/a><\/p>\n<p>Yann LeCun \u5206\u4eab\u4e86\u4e00\u4e9b\u81ea\u5df1\u5728\u73b0\u573a\u9886\u5956\u7684\u7167\u7247\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-80a9bf8420c3f4a7c6c5891e1c62d2e4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-80a9bf8420c3f4a7c6c5891e1c62d2e4.png\"><\/a><\/p>\n<p>Yoshua Bengio \u4e5f\u5206\u4eab\u4e86\u83b7\u5956\u7684\u559c\u60a6\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a4f893e4c581eb7f0e7c7b47bc72b28c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a4f893e4c581eb7f0e7c7b47bc72b28c.png\"><\/a><\/p>\n<p>\u4e0b\u9762\u6211\u4eec\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0b\u4eca\u5e74\u5ea6\u7684\u5404\u4f4d\u83b7\u5956\u8005\u3002<\/p>\n<p><strong>Yoshua Bengio<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-764a2437d3abaf52bf26f54ba78b8007.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-764a2437d3abaf52bf26f54ba78b8007.png\"><\/a><\/p>\n<p>Yoshua Bengio \u51fa\u751f\u4e8e\u6cd5\u56fd\u5df4\u9ece\uff0c\u5927\u5b66\u5c31\u8bfb\u4e8e\u9ea6\u5409\u5c14\u5927\u5b66\u8ba1\u7b97\u673a\u5de5\u7a0b\u5b66\u4e13\u4e1a\u30021986-1991 \u5e74\u7ee7\u7eed\u4fee\u8bfb\u300c\u8ba1\u7b97\u673a\u79d1\u5b66\u300d\u5230\u535a\u58eb\u6bd5\u4e1a\uff0c\u968f\u540e\u4e00\u6bb5\u65f6\u95f4\u5728\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u505a\u535a\u58eb\u540e\u7814\u7a76\u5458\uff0c1992 \u5e74\u5230\u7f8e\u56fd AT&amp;T \u8d1d\u5c14\u5b9e\u9a8c\u5ba4 LeCun \u5c0f\u7ec4\u505a\u5b66\u4e60\u548c\u89c6\u89c9\u7b97\u6cd5\u7814\u7a76\u5de5\u4f5c\u30021993 \u5e74\u8d77\uff0c\u4ed6\u5728\u8499\u7279\u5229\u5c14\u5927\u5b66\u62c5\u4efb\u5168\u804c\u6559\u6388\uff0c\u8d1f\u8d23\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u8fd0\u7b79\u5b66\u65b9\u5411\uff0c\u540c\u65f6\u4ed6\u4e5f\u662f MILA \u521b\u59cb\u4eba\u548c\u79d1\u5b66\u4e3b\u4efb\u3002<\/p>\n<p>2003 \u5e74\uff0cBengio \u8bc1\u660e\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u901a\u8fc7\u9884\u6d4b\u4e0b\u4e00\u4e2a\u5355\u8bcd\uff08\u4f8b\u5982\u81ea\u52a8\u66f4\u6b63\uff09\u6765\u5b66\u4e60\u4eba\u7c7b\u8bed\u8a00\u6a21\u5f0f\uff0c\u4ece\u800c\u4e3a\u73b0\u4ee3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5960\u5b9a\u4e86\u57fa\u7840\u30022014 \u5e74\uff0cBengio \u4e0e Ian Goodfellow \u5408\u4f5c\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u8bad\u7ec3 AI \u7684\u65b9\u6cd5\uff0c\u8ba9\u4e24\u4e2a AI \u76f8\u4e92\u7ade\u4e89\uff0c\u4e00\u4e2a\u751f\u6210\u5185\u5bb9\uff0c\u53e6\u4e00\u4e2a\u5224\u65ad\u5176\u8d28\u91cf\u3002<\/p>\n<p><strong>Bill Dally<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-af4f861577bce0a50190a76b2b7dd939.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-af4f861577bce0a50190a76b2b7dd939.png\"><\/a><\/p>\n<p>Bill Dally \u4e8e 2009 \u5e74 1 \u6708\u52a0\u5165\u82f1\u4f1f\u8fbe\u62c5\u4efb\u9996\u5e2d\u79d1\u5b66\u5bb6\uff0c\u6b64\u524d\u4ed6\u5728\u65af\u5766\u798f\u5927\u5b66\u5de5\u4f5c\u4e86 12 \u5e74\uff0c\u62c5\u4efb\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u4e3b\u4efb\uff0c\u548c\u56e2\u961f\u5f00\u53d1\u4e86\u5f53\u4eca\u5927\u591a\u6570\u5927\u578b\u5e76\u884c\u8ba1\u7b97\u673a\u6240\u91c7\u7528\u7684\u7cfb\u7edf\u67b6\u6784\u3001\u7f51\u7edc\u67b6\u6784\u3001\u4fe1\u53f7\u3001\u8def\u7531\u548c\u540c\u6b65\u6280\u672f\u3002\u4ed6\u5728 1986 \u5e74\u81f3 1997 \u5e74\u671f\u95f4\u4e8e\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u5de5\u4f5c\uff0c\u548c\u56e2\u961f\u6784\u5efa\u4e86 J-Machine \u548c M-Machine\uff0c\u8fd9\u4e24\u4e2a\u5b9e\u9a8c\u6027\u5e76\u884c\u8ba1\u7b97\u673a\u7cfb\u7edf\u7387\u5148\u5c06\u673a\u5236\u4e0e\u7f16\u7a0b\u6a21\u578b\u5206\u79bb\uff0c\u5e76\u5c55\u793a\u4e86\u5f00\u9500\u6781\u4f4e\u7684\u540c\u6b65\u548c\u901a\u4fe1\u673a\u5236\u30021983 \u5e74\u81f3 1986 \u5e74\uff0c\u4ed6\u5728\u52a0\u5dde\u7406\u5de5\u5b66\u9662 (CalTech) \u5de5\u4f5c\uff0c\u5728\u90a3\u91cc\u4ed6\u8bbe\u8ba1\u4e86 MOSSIM \u6a21\u62df\u5f15\u64ce\u548c Torus Routing \u82af\u7247\uff0c\u540e\u8005\u7387\u5148\u5b9e\u73b0\u4e86\u300c\u866b\u6d1e\u300d\u8def\u7531\u548c\u865a\u62df\u901a\u9053\u6d41\u91cf\u63a7\u5236\u3002\u4ed6\u662f\u7f8e\u56fd\u56fd\u5bb6\u5de5\u7a0b\u9662\u9662\u58eb\u3001\u7f8e\u56fd\u827a\u672f\u4e0e\u79d1\u5b66\u5b66\u9662\u9662\u58eb\u3001IEEE \u548c ACM \u9662\u58eb\uff0c\u66fe\u83b7\u5f97 ACM Eckert-Mauchly \u5956\u3001IEEE Seymour Cray \u5956\u548c ACM Maurice Wilkes \u5956\u3002Bill Dally \u62e5\u6709\u5f17\u5409\u5c3c\u4e9a\u7406\u5de5\u5927\u5b66\u7535\u6c14\u5de5\u7a0b\u5b66\u58eb\u5b66\u4f4d\u3001\u65af\u5766\u798f\u5927\u5b66\u7535\u6c14\u5de5\u7a0b\u7855\u58eb\u5b66\u4f4d\u548c\u52a0\u5dde\u7406\u5de5\u5b66\u9662\u8ba1\u7b97\u673a\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\u3002<\/p>\n<p><strong>Geoffrey Hinton<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-8ac47eddee11ba7fec854af05f497175.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-8ac47eddee11ba7fec854af05f497175.png\"><\/a><\/p>\n<p>1978 \u5e74\uff0cGeoffrey Hinton \u5728\u7231\u4e01\u5821\u83b7\u5f97\u4eba\u5de5\u667a\u80fd\u535a\u58eb\u5b66\u4f4d\u3002\u5728\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u4efb\u6559\u4e94\u5e74\u540e\uff0c\u4ed6\u6210\u4e3a\u52a0\u62ff\u5927\u9ad8\u7b49\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\uff0c\u5e76\u8fdb\u5165\u591a\u4f26\u591a\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u4efb\u6559\uff0c\u73b0\u4e3a\u8be5\u7cfb\u540d\u8a89\u6559\u6388\u3002\u4ed6\u4e8e 2013 \u5e74 3 \u6708\u52a0\u5165\u8c37\u6b4c\uff0cVector \u7814\u7a76\u6240\u7684\u9996\u5e2d\u79d1\u5b66\u987e\u95ee\u3002<\/p>\n<p>1986 \u5e74\uff0cGeoffrey Hinton \u4e0e David Rumelhart\u3001Ronald J. Williams \u4e00\u8d77\u53d1\u8868\u7684\u8bba\u6587\u4ecb\u7ecd\u4e86\u7528\u4e8e\u8bad\u7ec3\u591a\u5c42\u795e\u7ecf\u7f51\u7edc\u7684\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u30022012 \u5e74\uff0cGeoffrey Hinton \u5728\u591a\u4f26\u591a\u5e26\u9886\u7684\u7814\u7a76\u5c0f\u7ec4\u5b9e\u73b0\u4e86\u6df1\u5ea6\u5b66\u4e60\u7684\u91cd\u5927\u7a81\u7834\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86\u8bed\u97f3\u8bc6\u522b\u548c\u76ee\u6807\u5206\u7c7b\u3002\u4ed6\u4e0e\u5b66\u751f Alex Krizhevsk\u3001Ilya Sutskever \u5408\u4f5c\u8bbe\u8ba1\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u300cAlexNet\u300d\u4ee5\u8fdc\u8d85\u7b2c\u4e8c\u540d\u7684\u6210\u7ee9\u5728 ImageNet 2012 \u6311\u6218\u8d5b\u593a\u51a0\uff0c\u5c06 ImageNet \u6570\u636e\u96c6\u4e0a\u7684\u89c6\u89c9\u8bc6\u522b\u9519\u8bef\u7387\u964d\u5230\u4e86 15.3%\uff0c\u4ec5\u6709\u6b64\u524d\u7684\u4e00\u534a\u3002\u8fd9\u6210\u4e3a\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u91cc\u7a0b\u7891\u4e8b\u4ef6\u3002<\/p>\n<p>2018 \u5e74\uff0cHinton \u4e0e Yann LeCun \u548c Yoshua Bengio \u4e00\u8d77\u83b7\u5f97\u4e86 2018 \u5e74\u56fe\u7075\u5956\uff0c\u4ee5\u8868\u5f70\u4ed6\u4eec\u4f7f\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6210\u4e3a\u8ba1\u7b97\u7684\u5173\u952e\u7ec4\u6210\u90e8\u5206\u7684\u6982\u5ff5\u548c\u5de5\u7a0b\u7a81\u7834\u3002<\/p>\n<p>2024 \u5e74 10 \u6708\uff0c\u745e\u5178\u7687\u5bb6\u79d1\u5b66\u9662\u5ba3\u5e03\u5c06 2024 \u5e74\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\u6388\u4e88 Geoffrey Hinton \u548c John Hopfield\uff0c\u300c\u4ee5\u8868\u5f70\u4ed6\u4eec\u5728\u4f7f\u7528\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u5b9e\u73b0\u673a\u5668\u5b66\u4e60\u65b9\u9762\u5960\u57fa\u6027\u53d1\u73b0\u548c\u53d1\u660e\u300d\u3002<\/p>\n<p><strong>John Hopfield<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-4d2f73bb00e95a3d2f3d4df32bd42d36.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-4d2f73bb00e95a3d2f3d4df32bd42d36.png\"><\/a><\/p>\n<p>John Hopfield \u662f\u7f8e\u56fd\u7269\u7406\u5b66\u5bb6\uff0c\u6d3b\u8dc3\u4e8e\u751f\u7269\u7269\u7406\u5b66\u548c\u7edf\u8ba1\u7269\u7406\u5b66\u9886\u57df\u3002\u4ed6\u5728 1982 \u5e74\u63d0\u51fa\u7684 Hopfield \u7f51\u7edc\u662f\u795e\u7ecf\u7f51\u7edc\u9886\u57df\u7684\u7ecf\u5178\u6a21\u578b\u3002Hopfield \u4e3a\u8be5\u6a21\u578b\u5f15\u5165\u4e86\u7cbe\u786e\u7684\u4e8c\u503c\u795e\u7ecf\u5143\u548c\u80fd\u91cf\u51fd\u6570\u7684\u6982\u5ff5\uff0c\u8fd9\u662f\u4e00\u79cd\u7279\u522b\u81ea\u5173\u8054\u7f51\u7edc\uff0c\u80fd\u591f\u5b58\u50a8\u548c\u641c\u7d22\u8bb0\u5fc6\u3002Hopfield \u7f51\u7edc\u88ab\u5e7f\u6cdb\u7528\u4e8e\u89e3\u51b3\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u3001\u56fe\u50cf\u8bc6\u522b\u7b49\u4efb\u52a1\uff0c\u7279\u522b\u662f\u5728\u81ea\u8054\u60f3\u5b58\u50a8\u548c\u4f18\u5316\u95ee\u9898\u3002<\/p>\n<p>Hopfield \u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5f00\u542f\u4e86\u4eba\u4eec\u5bf9\u5927\u8111\u8ba1\u7b97\u8fc7\u7a0b\u7684\u7814\u7a76\uff0c\u63a8\u52a8\u4e86\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u7684\u53d1\u5c55\u3002\u4ed6\u7684\u795e\u7ecf\u7406\u8bba\u89e3\u91ca\u4e86\u5927\u89c4\u6a21\u5904\u7406\u5982\u4f55\u5728\u5b58\u50a8\u7f51\u7edc\u4e2d\u5b9e\u73b0\u7a33\u5b9a\u7684\u8bb0\u5fc6\uff0c\u542f\u53d1\u4e86\u540e\u6765\u7684\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u3002<\/p>\n<p><strong>\u9ec4\u4ec1\u52cb\uff08Jensen Huang\uff09<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-4612b556326b2d25eebf2e21c63ccf84.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-4612b556326b2d25eebf2e21c63ccf84.png\"><\/a><\/p>\n<p>\u9ec4\u4ec1\u52cb\uff08Jensen Huang\uff09\u662f\u82f1\u4f1f\u8fbe\u521b\u59cb\u4eba\u517c\u9996\u5e2d\u6267\u884c\u5b98\uff0c\u4ed6\u4e8e 1993 \u5e74\u521b\u7acb\u82f1\u4f1f\u8fbe\u30022001 \u5e74\u5165\u9009\u300a\u8d22\u5bcc\u300b40 \u5c81\u4ee5\u4e0b\u6700\u5bcc 40 \u4eba\uff1b2020 \u5e74\u5165\u9009\u300a2020 \u798f\u5e03\u65af\u5168\u7403\u4ebf\u4e07\u5bcc\u8c6a\u699c\u300b\u30022023 \u5e74 5 \u6708 30 \u65e5\uff0c\u82f1\u4f1f\u8fbe\u6210\u4e3a\u9996\u5bb6\u5e02\u503c\u8fbe\u5230 1 \u4e07\u4ebf\u7f8e\u5143\u7684\u82af\u7247\u4f01\u4e1a\uff0c\u53f2\u4e0a\u7b2c\u4e5d\u5bb6\u8de8\u5165\u7f8e\u5143\u5e02\u503c\u300c\u4e07\u4ebf\u4ff1\u4e50\u90e8\u300d\u7684\u4f01\u4e1a\u30022024 \u5e74\uff0c\u9ec4\u4ec1\u52cb\u5f53\u9009\u7f8e\u56fd\u5de5\u7a0b\u9662\u9662\u58eb\u3002<\/p>\n<p><strong>Yann LeCun<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-bc1b9549d3d31edcdc300f08605803dc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-bc1b9549d3d31edcdc300f08605803dc.png\"><\/a><\/p>\n<p>Yann LeCun \u662f Meta \u9996\u5e2d AI \u79d1\u5b66\u5bb6\u3001NYU \u6559\u6388\uff0c\u88ab\u8a89\u4e3a\u300c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u4e4b\u7236\u300d\uff0c2019 \u5e74 3 \u6708\uff0c\u56e0\u5728\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u5b66\u4e60\u65b9\u9762\u7684\u8d21\u732e\u83b7\u5f97 2018 \u5e74\u5ea6\u56fe\u7075\u5956\u3002\u6b64\u5916\uff0c\u4ed6\u8fd8\u83b7\u5f97\u4e86 2014 \u5e74 IEEE \u795e\u7ecf\u7f51\u7edc\u5148\u950b\u5956\uff08Neural Network Pioneer Award\uff09\u30012015 \u5e74 IEEE PAMI \u6770\u51fa\u7814\u7a76\u5956\u548c 2016 \u5e74 Lovie \u7ec8\u8eab\u6210\u5c31\u5956\u3002<\/p>\n<p><strong>\u674e\u98de\u98de\uff08Fei-Fei Li\uff09<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-077c98926da905b67bc2dd5eaa205700.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-077c98926da905b67bc2dd5eaa205700.png\"><\/a><\/p>\n<p>\u674e\u98de\u98de\u662f\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u6559\u6388\uff0c\u7f8e\u56fd\u5de5\u7a0b\u9662\u9662\u58eb\uff0c\u4e13\u4e1a\u9886\u57df\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66\u3002\u5979\u7275\u5934\u521b\u5efa\u7684 ImageNet \u6570\u636e\u96c6\u548c\u7ade\u8d5b\uff0c\u5728\u6df1\u5ea6\u5b66\u4e60\u9769\u547d\u4e2d\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\u3002\u674e\u98de\u98de\u4e0e\u4ed6\u4eba\u5171\u540c\u521b\u529e\u4e86\u65af\u5766\u798f\u5927\u5b66\u4ee5\u4eba\u4e3a\u672c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240 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\u81f4\u529b\u4e8e\u4e3a\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u300c\u7a7a\u95f4\u667a\u80fd\u300d\uff0c\u5373\u751f\u6210\u3001\u63a8\u7406\u548c\u4e0e\u4e09\u7ef4\u4e16\u754c\u4e92\u52a8\u7684\u80fd\u529b\u3002<\/p>\n<p><em><sup>\u53c2\u8003\u94fe\u63a5<\/sup><\/em><\/p>\n<p><sup><em>https:\/\/qeprize.org\/winners\/modern-machine-learning<\/em><\/sup><\/p>\n<p><em><sup>https:\/\/x.com\/QEPrize\/status\/1886853689031143927<\/sup><\/em><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-02-06-10\" target=\"_blank\">\u6bcf\u4eba50\u4e07\u82f1\u9551\uff0cHinton\u3001Bengio\u3001\u9ec4\u4ec1\u52cb\u548c\u674e\u98de\u98de\u7b49\u83b7\u5f97\u4f0a\u4e3d\u838e\u767d\u5973\u738b\u5de5\u7a0b\u5956<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u6bcf\u4eba50\u4e07\u82f1\u9551\uff0cHin 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