{"id":1898,"date":"2024-10-10T14:31:53","date_gmt":"2024-10-10T06:31:53","guid":{"rendered":"https:\/\/www.niuniucard.com\/blog\/?p=1898"},"modified":"2024-10-10T14:31:53","modified_gmt":"2024-10-10T06:31:53","slug":"%e4%b8%ba%e4%bb%80%e4%b9%88%e8%af%ba%e8%b4%9d%e5%b0%94%e7%89%a9%e7%90%86%e5%ad%a6%e5%a5%96%ef%bc%8c%e9%a2%81%e7%bb%99%e4%ba%86-ai-%e4%b8%93%e5%ae%b6%ef%bc%9f","status":"publish","type":"post","link":"\/blog\/archives\/1898","title":{"rendered":"\u4e3a\u4ec0\u4e48\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\uff0c\u9881\u7ed9\u4e86 AI \u4e13\u5bb6\uff1f"},"content":{"rendered":"\n<p>\u7269\u7406\u6216\u8005 AI\uff0c\u90fd\u662f\u5728\u53d1\u73b0\u4e16\u754c\u7684\u672c\u8d28\u89c4\u5f8b\u3002<\/p>\n\n\n\n<p>\u300c<strong>\u6211\u600e\u4e48\u80fd\u786e\u5b9a\u8fd9\u4e0d\u662f\u4e2a\u6076\u4f5c\u5267\u7535\u8bdd<\/strong>\uff1f\u300d<\/p>\n\n\n\n<p>\u6770\u5f17\u91cc\u00b7\u8f9b\u987f\uff08Geoffrey Hinton\uff09\u5728\u51cc\u6668\u4e24\u70b9\u63a5\u5230\u8bfa\u8d1d\u5c14\u5956\u59d4\u5458\u4f1a\u7535\u8bdd\u65f6\uff0c\u8fd9\u662f\u4ed6\u7684\u6700\u521d\u60f3\u6cd5\u3002<\/p>\n\n\n\n<p>\u5f53\u65f6\uff0c\u8fd9\u4f4d 77 \u5c81\u7684\u300cAI \u6559\u7236\u300d\u6b63\u5728\u52a0\u5dde\u7684\u4e00\u5bb6\u9152\u5e97\uff0c\u7f51\u7edc\u4fe1\u53f7\u5fae\u5f31\uff0c\u7535\u8bdd\u4fe1\u53f7\u4e5f\u4e0d\u597d\uff0c\u5f53\u5929\u672c\u6765\u6253\u7b97\u53bb\u505a\u4e2a\u6838\u78c1\u5171\u632f\u626b\u63cf\uff0c\u68c0\u67e5\u4e0b\u8eab\u4f53\u3002<\/p>\n\n\n\n<p>\u76f4\u5230\u4ed6\u60f3\u5230\uff0c\u7535\u8bdd\u662f\u4ece\u745e\u5178\u6253\u6765\u7684\uff0c\u800c\u4e14\u8bf4\u8bdd\u7684\u4eba\u6709\u6d53\u91cd\u7684\u745e\u5178\u53e3\u97f3\uff0c\u8fd8\u6709\u597d\u51e0\u4e2a\u4eba\u5728\u4e00\u8d77\uff0c\u4ed6\u624d\u786e\u5b9a\u4e86\u81ea\u5df1\u83b7\u5f97\u4e86\u8bfa\u8d1d\u7269\u7406\u5b66\u5956\u8fd9\u4e00\u4e8b\u5b9e\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e00\u901a\u6765\u81ea\u745e\u5178\u7684\u7535\u8bdd\u6253\u7834\u4e86\u4ed6\u4e00\u5929\u7684\u8ba1\u5212\uff0c\u4e5f\u6807\u5fd7\u7740\u4ed6\u591a\u5e74\u7814\u7a76\u795e\u7ecf\u7f51\u7edc\u4e0e\u673a\u5668\u5b66\u4e60\u7684\u6210\u679c\u88ab\u4e16\u754c\u8fdb\u4e00\u6b65\u8ba4\u53ef\u3002<\/p>\n\n\n\n<p>\u5317\u4eac\u65f6\u95f4 10 \u6708 8 \u65e5\uff0c2024 \u5e74\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\u6b63\u5f0f\u6388\u4e88\u4e86\u4ed6\u548c\u53e6\u4e00\u4f4d\u5b66\u8005\u7ea6\u7ff0\u00b7\u970d\u666e\u83f2\u5c14\u5fb7\uff08John J. 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19 \u4e16\u7eaa\u7269\u7406\u5b66\u5bb6\u8def\u5fb7\u7ef4\u5e0c\u00b7\u73bb\u5c14\u5179\u66fc\u7684\u7edf\u8ba1\u6a21\u578b\uff0c\u5f00\u53d1\u4e86\u300c\u73bb\u5c14\u5179\u66fc\u673a\u300d\uff0c\u5b83\u53ef\u4ee5\u5b66\u4e60\u8bc6\u522b\u67d0\u7c7b\u6570\u636e\u4e2d\u7684\u7279\u5f81\u5143\u7d20\u3002<\/p>\n\n\n\n<p>\u73bb\u5c14\u5179\u66fc\u673a\u7684\u6838\u5fc3\u5728\u4e8e\u6982\u7387\u3002\u8f9b\u987f\u8ba4\u8bc6\u5230\uff0c<strong>\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u53ef\u4ee5\u901a\u8fc7\u8ba1\u7b97\u300c\u53ef\u80fd\u6027\u300d\u6765\u8bc6\u522b\uff0c\u673a\u5668\u53ef\u4ee5\u5b66\u4e60\u54ea\u4e9b\u6a21\u5f0f\u66f4\u6709\u53ef\u80fd\u51fa\u73b0\uff0c\u54ea\u4e9b\u6a21\u5f0f\u5219\u76f8\u5bf9\u7f55\u89c1<\/strong>\u3002\u7ecf\u8fc7\u8bad\u7ec3\u7684\u73bb\u5c14\u5179\u66fc\u673a\u53ef\u4ee5\u8bc6\u522b\u5b83\u4ee5\u524d\u4ece\u672a\u89c1\u8fc7\u7684\u4fe1\u606f\u4e2d\u7684\u719f\u6089\u7279\u5f81\u3002<\/p>\n\n\n\n<p>\u5728 20 \u4e16\u7eaa 90 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srcset=\"\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724715-1-1024x605.png 1024w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724715-1-300x177.png 300w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724715-1-768x454.png 768w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724715-1.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u970d\u666e\u83f2\u5c14\u5fb7\u7f51\u7edc\u4e0e\u73bb\u5c14\u5179\u66fc\u673a\uff5c\u56fe\u7247\u6765\u6e90\uff1a\u745e\u5178\u7687\u5bb6\u79d1\u5b66\u9662<\/p>\n\n\n\n<p>\u5f97\u76ca\u4e8e\u81ea 20 \u4e16\u7eaa 80 \u5e74\u4ee3\u4ee5\u6765\u7684\u5de5\u4f5c\uff0c\u7ea6\u7ff0\u00b7\u970d\u666e\u83f2\u5c14\u5fb7\u548c\u6770\u5f17\u91cc\u00b7\u8f9b\u987f\u5e2e\u52a9\u5960\u5b9a\u4e86\u5927\u7ea6 2010 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class=\"wp-block-heading\"><strong>02 \u7269\u7406\u6216\u8005 AI\uff0c\u90fd\u5728\u5c1d\u8bd5\u7406\u89e3\u4e16\u754c\u672c\u8d28<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u867d\u8bf4\u7ea6\u7ff0\u00b7\u970d\u666e\u83f2\u5c14\u5fb7\u548c\u6770\u5f17\u91cc\u00b7\u8f9b\u987f\u4e24\u4eba\u7684\u8d21\u732e\u7075\u611f\u6765\u6e90\u4e8e\u7269\u7406\u5b66\uff0c\u4ed6\u4eec\u7684\u8d21\u732e\u4e5f\u53cd\u54fa\u4e86\u7269\u7406\u5b66\u548c\u5176\u4ed6\u9886\u57df\u3002<\/p>\n\n\n\n<p>\u4f46\u4e0e\u4ee5\u5f80\u4e0d\u540c\uff0c2024 \u5e74\u7684\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\uff0c\u8fd8\u662f\u5f15\u8d77\u4e86\u5927\u91cf\u8ba8\u8bba\u548c\u4e89\u8bae\uff0c\u7f51\u53cb\u4eec\u7684\u4e3b\u8981\u4e89\u8bba\u70b9\u5c31\u5728\u4e8e\uff0c\u4e24\u4f4d\u5f97\u4e3b\u7684\u8d21\u732e\uff0c\u5230\u5e95\u5c5e\u4e0d\u5c5e\u4e8e\u7269\u7406\u9886\u57df\uff1f\u751a\u81f3\u6709\u4eba\u4f83\u9053\uff0c\u8bfa\u8d1d\u5c14\u59d4\u5458\u4f1a\u60f3\u300c\u8e6d AI \u70ed\u70b9\u300d\u3002<\/p>\n\n\n\n<p>\u8be7\u5f02\u58f0\u4e4b\u591a\uff0c\u4ee5\u81f3\u4e8e\u8bfa\u5956\u5b98\u65b9\u90fd\u53d1\u8d77\u4e86\u4e00\u573a\u6295\u7968\uff1a\u300c\u4f60\u77e5\u9053\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b\u662f\u57fa\u4e8e\u7269\u7406\u5b66\u65b9\u7a0b\u7684\u5417\uff1f\u300d<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"938\" height=\"300\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724716-1.png\" alt=\"\" class=\"wp-image-1901\" srcset=\"\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724716-1.png 938w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724716-1-300x96.png 300w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724716-1-768x246.png 768w\" sizes=\"auto, (max-width: 938px) 100vw, 938px\" \/><\/figure>\n\n\n\n<p>\u8bfa\u5956\u5b98\u65b9\u4e0b\u573a\u95ee\u7f51\u53cb\uff1a\u4f60\u77e5\u9053\u673a\u5668\u5b66\u4e60\u7684\u6a21\u578b\u662f\u57fa\u4e8e\u7269\u7406\u5b66\u65b9\u7a0b\u7684\u5417\uff1f\uff5c\u56fe\u7247\u6765\u6e90\uff1aX<\/p>\n\n\n\n<p>\u5bf9\u6b64\uff0cAI \u9886\u57df\u7684\u4ece\u4e1a\u8005\u4eec\u4e5f\u5c55\u5f00\u4e86\u8ba8\u8bba\uff0c\u4e0b\u9762\u662f\u4ed6\u4eec\u7684\u90e8\u5206\u53cd\u5e94\u548c\u58f0\u97f3\uff1a<\/p>\n\n\n\n<p>\u667a\u6e90\u7814\u7a76\u9662\u521b\u59cb\u4eba\u5f20\u5b8f\u6c5f\u8868\u793a\uff1a\u300cHinton 2006 \u5e74\u5229\u7528 RBM \u505a DNN \u81ea\u76d1\u7763\u9884\u8bad\u7ec3\uff0c\u6210\u529f\u8bad\u7ec3\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u53ef\u4ee5\u8bf4\u662f\u8fd9\u8f6e AI \u9769\u547d\u7684\u5148\u58f0\uff0cHopfield \u7f51\u7edc\u4e3a RBM \u5960\u5b9a\u4e86\u57fa\u7840\u3002\u63a5\u4e0b\u6765\u770b\u770b AlphaFold \u80fd\u4e0d\u80fd\u62ff\u751f\u7406\u5b66\u5956\u3002\u300d<\/p>\n\n\n\n<p>\u51fa\u95e8\u95ee\u95ee\u521b\u59cb\u4eba\u517c CEO \u674e\u5fd7\u98de\u8868\u793a\uff1a\u300c\u6570\u5b66\u6a21\u578b\u7528\u5728\u7269\u7406\u548c\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u672c\u8d28\u90fd\u662f\u5efa\u6a21\uff0c\u53ea\u4e0d\u8fc7\u524d\u8005\u7684\u5efa\u6a21\u5bf9\u8c61\u662f\u7269\u7406\u4e16\u754c\uff0c\u540e\u8005\u7684\u5efa\u6a21\u5bf9\u8c61\u662f\u667a\u80fd\uff0c\u8fd9\u6837\u8bf4\u8d77\u6765\u662f\u4e0d\u662f\u9760\u8c31\u70b9\uff1f\u300d<\/p>\n\n\n\n<p>\u5730\u5e73\u7ebf\u521b\u59cb\u4eba\u4f59\u51ef\u4e5f\u8868\u793a\uff1a\u300c<strong>\u7269\u7406\u5b66\u7814\u7a76\u7684\u76ee\u7684\u662f\u7406\u89e3\u81ea\u7136\u754c\u4e2d\u7269\u7406\u7cfb\u7edf\u7684\u672c\u8d28\u89c4\u5f8b\uff0c\u4ece\u800c\u53ef\u4ee5\u53bb\u521b\u9020\u548c\u53d1\u660e\u81ea\u7136\u754c\u4e0d\u5b58\u5728\u7684\u7269\u7406\u7cfb\u7edf\u3002\u6bd4\u5982\u4ece\u9e1f\u53ef\u4ee5\u7814\u7a76\u7a7a\u6c14\u52a8\u529b\u5b66\uff0c\u57fa\u4e8e\u7a7a\u6c14\u52a8\u529b\u5b66\u5e76\u4e0d\u662f\u6784\u5efa\u9e1f\uff0c\u800c\u662f\u98de\u673a\u706b\u7bad<\/strong>\u300d\u3002<\/p>\n\n\n\n<p>\u300c<strong>\u4eba\u5de5\u667a\u80fd\u7684\u76ee\u7684\u5728\u4e8e\u9996\u5148\u53bb\u7814\u7a76\u81ea\u7136\u754c\u4e2d\u667a\u80fd\u7cfb\u7edf\u5b83\u7684\u672c\u8d28\u7684\u673a\u7406\uff0c\u7136\u540e\u901a\u8fc7\u8fd9\u4e9b\u7814\u7a76\uff0c\u5176\u76ee\u7684\u4e0d\u662f\u8bf4\u662f\u8981\u53bb\u53d1\u660e\u751f\u7269\u5927\u8111\uff0c\u800c\u662f\u53bb\u6784\u5efa\u6709\u53ef\u80fd\u66f4\u52a0\u667a\u80fd\u7684\u65b0\u7684\u7269\u7406\u5b66\u7cfb\u7edf<\/strong>\u3002\u300d\u4f59\u51ef\u8ba4\u4e3a\u3002<\/p>\n\n\n\n<p>\u4f59\u51ef\u8fd8\u6ce8\u610f\u5230\uff0c\u8fd9\u6b21\u7684\u8bfa\u8d1d\u5c14\u5956\u7269\u7406\u5b66\u5956\u5f97\u4e3b\u6709\u7269\u7406\u5b66\u80cc\u666f\uff0c\u4e5f\u6709\u4ece\u7edf\u8ba1\u7269\u7406\u89d2\u5ea6\u770b\u795e\u7ecf\u7f51\u7edc\uff0c\u5176\u4e2d\u4e00\u4f4d\u8fd8\u66fe\u62c5\u4efb\u8fc7\u4e16\u754c\u77e5\u540d\u9ad8\u6821\u7684\u7269\u7406\u7cfb\u6559\u6388\uff0c\u300c\u65e9\u671f\u641e\u4eba\u5de5\u667a\u80fd\u7684\u5f88\u591a\u90fd\u662f\u7269\u7406\u5b66\u80cc\u666f\u300d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.niuniucard.com\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724717-1-1024x576.png\" alt=\"\" class=\"wp-image-1902\" srcset=\"\/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724717-1-1024x576.png 1024w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724717-1-300x169.png 300w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724717-1-768x432.png 768w, \/blog\/wp-content\/uploads\/2024\/10\/\u56fe\u724717-1.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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