{"id":38048,"date":"2025-02-09T02:01:03","date_gmt":"2025-02-08T18:01:03","guid":{"rendered":"https:\/\/17aitech.com\/?p=38048"},"modified":"2025-02-09T02:01:03","modified_gmt":"2025-02-08T18:01:03","slug":"ai%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e7%9a%84%e3%80%8c%e4%ba%ba%e8%84%91%e6%a8%a1%e5%bc%8f%e3%80%8d%ef%bc%9a%e5%a2%9e%e9%87%8f%e4%b8%8a%e4%b8%8b%e6%96%87%e6%9c%ba%e5%88%b6%e5%a6%82%e4%bd%95%e8%ae%a9","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38048","title":{"rendered":"AI\u8bed\u8a00\u6a21\u578b\u7684\u300c\u4eba\u8111\u6a21\u5f0f\u300d\uff1a\u589e\u91cf\u4e0a\u4e0b\u6587\u673a\u5236\u5982\u4f55\u8ba9\u673a\u5668\u8bfb\u61c2\u957f\u6587\u672c\uff1f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-02-01-2\" target=\"_blank\">AI\u8bed\u8a00\u6a21\u578b\u7684\u300c\u4eba\u8111\u6a21\u5f0f\u300d\uff1a\u589e\u91cf\u4e0a\u4e0b\u6587\u673a\u5236\u5982\u4f55\u8ba9\u673a\u5668\u8bfb\u61c2\u957f\u6587\u672c\uff1f<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f18b0044d63f7eca1ad65918430b47e9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f18b0044d63f7eca1ad65918430b47e9.png\"><\/a><\/p>\n<section>\u7f16\u8f91 | 2049<\/section>\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u4e00\u4f4d\u8bfb\u8005\u5728\u957f\u8fbe\u6570\u5c0f\u65f6\u7684\u9605\u8bfb\u4e2d\uff0c\u59cb\u7ec8\u80fd\u7cbe\u51c6\u6355\u6349\u60c5\u8282\u8109\u7edc\u4e0e\u60c5\u611f\u8d77\u4f0f\u2014\u2014\u8fd9\u79cd\u4eba\u7c7b\u7279\u6709\u7684\u8bed\u8a00\u7406\u89e3\u80fd\u529b\uff0c\u6e90\u81ea\u5927\u8111\u5bf9\u65f6\u95f4\u5c3a\u5ea6\u5c42\u7ea7\u4fe1\u606f\u7684\u52a8\u6001\u6574\u5408\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5f53\u524d\u6700\u5148\u8fdb\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08Large Language Models, LLMs\uff09\u867d\u5728\u6587\u672c\u751f\u6210\u4efb\u52a1\u4e2d\u8868\u73b0\u5353\u8d8a\uff0c\u5176\u56fa\u5b9a\u957f\u5ea6\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u5e76\u884c\u5904\u7406\u673a\u5236\uff0c\u5374\u4e0e\u751f\u7269\u795e\u7ecf\u7cfb\u7edf\u7684\u589e\u91cf\u6574\u5408\u6a21\u5f0f\u5b58\u5728\u672c\u8d28\u5dee\u5f02\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u4e00\u9879\u7a81\u7834\u6027\u7814\u7a76\u63ed\u793a\u4e86\u8fd9\u4e00\u8ba4\u77e5\u9e3f\u6c9f\uff1a\u901a\u8fc7\u5206\u6790 219 \u540d\u53d7\u8bd5\u8005\u7684\u529f\u80fd\u6027\u78c1\u5171\u632f\u6210\u50cf\uff08fMRI\uff09\u6570\u636e\uff0c\u6765\u81ea\u4ee5\u8272\u5217\u7406\u5de5\u5b66\u9662\u7684\u7814\u7a76\u56e2\u961f\u53d1\u73b0\u4eba\u8111\u901a\u8fc7\u300c\u589e\u91cf\u4e0a\u4e0b\u6587\u7d2f\u79ef\u300d\u673a\u5236\uff0c\u5c06\u77ed\u65f6\u8bed\u8a00\u8f93\u5165\u4e0e\u957f\u65f6\u8bb0\u5fc6\u6458\u8981\u52a8\u6001\u878d\u5408\uff0c\u800c\u4f20\u7edf LLMs \u7684\u56fa\u5b9a\u7a97\u53e3\u8bbe\u8ba1\u4ec5\u5728\u77ed\u4e0a\u4e0b\u6587\uff08\u7ea6 32 tokens\uff09\u8303\u56f4\u5185\u4e0e\u795e\u7ecf\u4fe1\u53f7\u5bf9\u9f50\u3002<\/p>\n<p>\u8be5\u7814\u7a76\u4ee5\u300c<em>Incremental accumulation of linguistic context in artificial and biological neural networks<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e 2025 \u5e74 1 \u6708 18 \u65e5\u53d1\u5e03\u5728\u300a<em>Nature Communications<\/em>\u300b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-d2304eec527824841a24c7558c192f8c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-d2304eec527824841a24c7558c192f8c.png\"><\/a><\/p>\n<p><strong>\u7814\u7a76\u80cc\u666f<\/strong><\/p>\n<p>\u8fd1\u5e74\u6765\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u751a\u81f3\u5728\u67d0\u4e9b\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8d85\u8d8a\u4eba\u7c7b\u7684\u80fd\u529b\u3002\u8fd9\u4e9b\u6a21\u578b\u901a\u8fc7\u591a\u7ef4\u6570\u503c\u5411\u91cf\uff08\u5373\u8bcd\u5d4c\u5165\u8868\u793a\uff09\u751f\u6210\u4e30\u5bcc\u7684\u8bed\u8a00\u8868\u5f81\uff0c\u5e76\u4e14\u80fd\u591f\u6839\u636e\u4e0a\u4e0b\u6587\u52a8\u6001\u8c03\u6574\u8fd9\u4e9b\u8868\u5f81\u3002\u7814\u7a76\u8868\u660e\uff0c\u8fd9\u4e9b\u4e0a\u4e0b\u6587\u8868\u5f81\u53ef\u4ee5\u7ebf\u6027\u6620\u5c04\u5230\u4eba\u7c7b\u5728\u542c\u6545\u4e8b\u65f6\u8bb0\u5f55\u7684\u795e\u7ecf\u4fe1\u53f7\uff08\u5982 fMRI\u3001EEG\u3001ECoG\uff09\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u88ab\u79f0\u4e3a\u795e\u7ecf\u7f16\u7801\u3002<\/p>\n<p>\u7136\u800c\uff0cLLMs \u5728\u5904\u7406\u957f\u6587\u672c\u65f6\u5b58\u5728\u4e00\u4e2a\u663e\u8457\u7f3a\u9677\uff1a\u5b83\u4eec\u4f9d\u8d56\u4e8e\u56fa\u5b9a\u5927\u5c0f\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u4e00\u6b21\u6027\u5904\u7406\u5927\u91cf\u6587\u672c\uff0c\u800c\u4eba\u7c7b\u5927\u8111\u5219\u662f\u9010\u6b65\u79ef\u7d2f\u4fe1\u606f\uff0c\u9010\u6b65\u6574\u5408\u77ed\u671f\u548c\u957f\u671f\u4e0a\u4e0b\u6587\u3002\u6b63\u662f\u57fa\u4e8e\u8fd9\u4e00\u5dee\u5f02\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u4e2a\u521b\u65b0\u7684\u589e\u91cf\u4e0a\u4e0b\u6587\u6a21\u578b\uff0c\u65e8\u5728\u66f4\u597d\u5730\u6a21\u62df\u4eba\u7c7b\u5927\u8111\u7684\u8bed\u8a00\u5904\u7406\u673a\u5236\u3002<\/p>\n<p><strong>\u5c42\u7ea7\u5316\u65f6\u95f4\u6574\u5408\u7684\u7406\u8bba\u6846\u67b6<\/strong><\/p>\n<p>\u4eba\u8111\u7684\u8bed\u8a00\u5904\u7406\u9075\u5faa\u300c\u65f6\u95f4\u611f\u53d7\u91ce\u5c42\u7ea7\u300d\uff08temporal receptive window hierarchy\uff09\u539f\u5219\uff1a\u4ece\u521d\u7ea7\u542c\u89c9\u76ae\u5c42\uff08\u6574\u5408\u6570\u767e\u6beb\u79d2\u7684\u8bed\u97f3\u5355\u5143\uff09\u5230\u9ed8\u8ba4\u6a21\u5f0f\u7f51\u7edc\uff08DMN\uff0c\u6574\u5408\u6570\u5341\u5206\u949f\u7684\u53d9\u4e8b\u7ed3\u6784\uff09\uff0c\u795e\u7ecf\u6d3b\u52a8\u5448\u73b0\u81ea\u4e0b\u800c\u4e0a\u7684\u65f6\u95f4\u5c3a\u5ea6\u6269\u5c55\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a655120ebdaf6ddfe28ad222f3a3a271.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a655120ebdaf6ddfe28ad222f3a3a271.png\"><\/a><\/p>\n<section>\u56fe\u793a\uff1a\u5927\u8111\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u5904\u7406\u5bf9\u6bd4\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p>\u7814\u7a76\u56e2\u961f\u901a\u8fc7 fMRI \u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u5f53 LLMs \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5c55\u81f3 2048 tokens \u65f6\uff0c\u5176\u9884\u6d4b\u6027\u80fd\u5728 DMN \u7684\u6954\u524d\u53f6\uff08Precuneus\uff09\u3001\u989e\u9876\u8054\u5408\u533a\uff08TPJ\uff09\u53ca\u5185\u4fa7\u524d\u989d\u53f6\u76ae\u5c42\uff08mPFC\uff09\u7b49\u533a\u57df\u53cd\u800c\u52a3\u4e8e 32 tokens \u77ed\u7a97\u53e3\u6a21\u578b\u3002\u8fd9\u4e00\u73b0\u8c61\u5370\u8bc1\u4e86\u5927\u8111\u65e0\u6cd5\u5e76\u884c\u5904\u7406\u957f\u6587\u672c\u7684\u751f\u7269\u5b66\u7ea6\u675f\u2014\u2014DMN \u5e76\u975e\u76f4\u63a5\u5b58\u50a8\u539f\u59cb\u6587\u672c\uff0c\u800c\u662f\u901a\u8fc7\u5728\u7ebf\u6458\u8981\u673a\u5236\uff0c\u5c06\u6bb5\u843d\u7ea7\u8f93\u5165\uff08\u7ea6 32 tokens\uff09\u4e0e\u7d2f\u79ef\u7684\u62bd\u8c61\u8868\u5f81\u52a8\u6001\u878d\u5408\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a56c54221a5f607b7cf591e809fd6fdd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a56c54221a5f607b7cf591e809fd6fdd.png\"><\/a><\/p>\n<p>\u56fe\u793a\uff1a\u4e0a\u4e0b\u6587\u7a97\u53e3\u5927\u5c0f\uff08\u4ee5 token \u6570\u91cf\u4e3a\u5355\u4f4d\uff09\u5bf9\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u9884\u6d4b\u795e\u7ecf\u4fe1\u53f7\u80fd\u529b\u7684\u5f71\u54cd\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n<p><strong>\u589e\u91cf\u4e0a\u4e0b\u6587\u6a21\u578b\u7684\u6280\u672f\u7a81\u7834<\/strong><\/p>\n<p>\u4e3a\u6a21\u62df\u4eba\u8111\u7684\u5c42\u7ea7\u6574\u5408\u673a\u5236\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u300c\u589e\u91cf\u4e0a\u4e0b\u6587\u6a21\u578b\u300d\uff08Incremental Context Model\uff09\uff0c\u5176\u6838\u5fc3\u662f\u901a\u8fc7\u63d0\u793a\u5de5\u7a0b\uff08prompt engineering\uff09\u5b9e\u73b0\u4e24\u6b65\u4ea4\u4e92\uff1a<\/p>\n<ol start=\"1\">\n<li>\n<p><strong>\u6458\u8981\u751f\u6210<\/strong>\uff1a\u6bcf\u5904\u7406 100 tokens \u540e\uff0c\u8981\u6c42 LLM\uff08\u57fa\u4e8e GPT-NeoXT\uff09\u751f\u6210\u5f53\u524d\u6587\u672c\u7684\u6458\u8981\uff08\u9650\u5236\u4e3a 50 tokens \u4ee5\u5185\uff09\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>\u4e0a\u4e0b\u6587\u62fc\u63a5<\/strong>\uff1a\u5c06\u6700\u65b0\u6458\u8981\u4e0e 32 tokens \u77ed\u7a97\u53e3\u62fc\u63a5\uff0c\u4f5c\u4e3a\u4e0b\u4e00\u9636\u6bb5\u6a21\u578b\u7684\u8f93\u5165\u3002<\/p>\n<\/li>\n<\/ol>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-38f76d8c956cde93bd64eb80bc4367e5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-38f76d8c956cde93bd64eb80bc4367e5.png\"><\/a><\/p>\n<p>\u56fe\u793a\uff1a\u589e\u91cf\u4e0a\u4e0b\u6587\u6a21\u578b\u4e0e\u57fa\u7ebf\u6a21\u578b\u63d0\u53d6\u5355\u4e2a\u6807\u8bb0\u7684\u4e0a\u4e0b\u6587\u5d4c\u5165\u8868\u793a\u7684\u8fc7\u7a0b\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6458\u8981\u66ff\u4ee3\u539f\u59cb\u957f\u6587\u672c\uff0c\u65e2\u964d\u4f4e\u4e86\u8ba1\u7b97\u590d\u6742\u5ea6\uff0c\u53c8\u4fdd\u7559\u4e86\u8bed\u4e49\u8fde\u8d2f\u6027\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u8be5\u6a21\u578b\u5728 DMN \u533a\u57df\u7684\u795e\u7ecf\u7f16\u7801\u51c6\u786e\u7387\u8f83\u4f20\u7edf\u957f\u7a97\u53e3\u6a21\u578b\u5e73\u5747\u63d0\u5347 \u0394r=0.008\uff08Max=0.02\uff09\uff0c\u5728 DMN 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