{"id":64758,"date":"2025-09-25T14:36:24","date_gmt":"2025-09-25T06:36:24","guid":{"rendered":"https:\/\/swarma.org\/?p=64758"},"modified":"2025-09-25T14:36:24","modified_gmt":"2025-09-25T06:36:24","slug":"%e8%87%aa%e7%84%b6%c2%b7%e6%9c%ba%e5%99%a8%e6%99%ba%e8%83%bd%ef%bc%9allm%e7%9a%84%e8%af%ad%e8%a8%80%e8%a1%a8%e5%be%81%e4%b8%8e%e4%ba%ba%e8%84%91%e9%ab%98%e9%98%b6%e8%a7%86%e8%a7%89%e8%a1%a8%e5%be%81","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=64758","title":{"rendered":"\u81ea\u7136\u00b7\u673a\u5668\u667a\u80fd\uff1aLLM\u7684\u8bed\u8a00\u8868\u5f81\u4e0e\u4eba\u8111\u9ad8\u9636\u89c6\u89c9\u8868\u5f81\u7684\u4e00\u81f4\u6027\u8ba9\u201c\u8bfb\u8111\u201d\u4e0d\u518d\u662f\u5deb\u672f"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aHigh-level visual representations in the human brain are aligned with large language models<\/span><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s42256-025-01072-0<\/span><\/span><\/p>\n

\u53d1\u8868\u65f6\u95f4\uff1a2025\u5e748\u67087\u65e5<\/span><\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Machine Intelligence<\/span><\/span><\/p>\n<\/blockquote>\n


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\u56fe 2. \u57fa\u4e8eLLM\u7684\u8111\u6d3b\u52a8\u7ebf\u6027\u9884\u6d4b\u4e0e\u89e3\u7801\u3002a\uff0c\u7ebf\u6027\u7f16\u7801\u6a21\u578b\u6355\u6349\u4e0d\u540c\u5927\u8111\u533a\u57df\u7684\u9009\u62e9\u6027\u3002\u6211\u4eec\u5bf9\u6bd4\u4e865\u4e2a\u65b0\u7684\u4eba\u4e0e\u5730\u70b9\u76f8\u5173\u7684\u53e5\u5b50\uff08\u5de6\uff09\u548c5\u4e2a\u98df\u7269\u4e0e\u4eba\u76f8\u5173\u7684\u53e5\u5b50\uff08\u53f3\uff09\u9884\u6d4b\u7684\u5927\u8111\u6d3b\u52a8\u3002\u8fd9\u4e9b\u5bf9\u6bd4\u7a81\u51fa\u4e86\u5df2\u77e5\u7684\u5bf9\u4eba\u3001\u5730\u70b9\u548c\u98df\u7269\u6709\u9009\u62e9\u6027\u7684\u5927\u8111\u533a\u57df\uff08\u4eba\u548c\u5730\u65b9\u533a\u57df\u88ab\u5b9a\u4f4d\u4e3a\u975e\u529f\u80fd\u6027\u969c\u788d\u7684\u4e00\u90e8\u5206\uff08\u5de6\uff09\uff1b\u63cf\u8ff0\u7684\u98df\u7269\u533a\u57df\u663e\u793a\u4e3a\u767d\u8272\u8f6e\u5ed3\uff08\u53f3\uff09\u3002b\uff0c\u4ece\u89c6\u89c9\u8bf1\u53d1\u7684\u5927\u8111\u53cd\u5e94\u4e2d\u89e3\u7801\u5b57\u5e55\u3002\u4e0a\u56fe\uff1a\u62df\u5408\u4e86\u4e00\u4e2a\u7ebf\u6027\u6a21\u578b\uff0c\u4ecefMRI\u4f53\u7d20\u6d3b\u52a8\u4e2d\u9884\u6d4bLLM\u5d4c\u5165\uff08MPNet\uff09\u3002\u7136\u540e\uff0c\u4f7f\u7528\u6700\u8fd1\u90bb\u67e5\u627e\u4e3a\u6bcf\u4e2a\u56fe\u50cf\u751f\u6210\u6807\u9898\u3002\u5de6\u4e0b\uff1a\u6bcf\u4e2a\u53c2\u4e0e\u8005\u5728\u6d4b\u8bd5\u96c6\u4e2d\u7684\u9884\u6d4b\u5206\u6570\u7684\u6838\u5bc6\u5ea6\u4f30\u8ba1\u56fe\uff0c\u4f7f\u7528\u9884\u6d4b\u548c\u76ee\u6807\u5d4c\u5165\u4e4b\u95f4\u7684Pearson\u76f8\u5173\u6027\u8fdb\u884c\u91cf\u5316\u3002\u566a\u58f0\u4e0a\u9650\u8ba1\u7b97\u4e3a\u6bcf\u4e2a\u56fe\u50cf\u7684\u4e94\u4e2a\u4eba\u5de5\u751f\u6210\u7684\u6807\u9898\u4e4b\u95f4\u7684\u4e00\u81f4\u6027\u3002\u53f3\u4e0b\uff1a\u76ee\u6807\uff08\u84dd\u8272\uff09\uff0c\u89e3\u7801\uff08\u7c89\u7ea2\u8272\uff09\u548c\u6700\u8fd1\u7684\u8bad\u7ec3\uff08\u7eff\u8272\uff09\u6807\u9898\u793a\u4f8b\uff0c\u6765\u81ea\u4e8ehold -out\u6d4b\u8bd5\u96c6\u4e2d\u7684\u4e0d\u540c\u53c2\u4e0e\u8005\uff0c\u8de8\u8d8a\u9884\u6d4b\u5206\u6570\u7684\u8303\u56f4\u3002\u89e3\u7801\u5668\u4e0d\u662f\u7b80\u5355\u5730\u67e5\u627e\u6700\u63a5\u8fd1\u7684\u8bad\u7ec3\u9879\uff0c\u800c\u662f\u63d0\u4f9b\u53e6\u4e00\u4e2a\u9002\u5f53\u7684\u6807\u9898\u3002\u6392\u540d\u662f\u6307\u6240\u793a\u6837\u672c\u7684\u9884\u6d4b\u5f97\u5206\uff08\u5373\uff0c\u6392\u540d0\u662f\u8be5\u53c2\u4e0e\u8005\u7684\u6700\u4f73\u9884\u6d4b\uff0c\u800c\u6392\u540d514\u662f\u6700\u5dee\u7684\u9884\u6d4b\uff09\u3002<\/span><\/span><\/p>\n


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\u8fdb\u4e00\u6b65\u7684\u5206\u6790\u8868\u660e\uff0cLLM\u4e0e\u5927\u8111\u5951\u5408\u7684\u5173\u952e\uff0c\u5728\u4e8e\u5b83\u80fd\u6574\u5408\u6574\u4e2a\u53e5\u5b50\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002\u7814\u7a76\u8005\u5bf9\u6bd4\u4e86\u4e0d\u540c\u6a21\u578b\uff1a\u4ec5\u4f9d\u8d56\u7269\u4f53\u7c7b\u522b\u6807\u7b7e\u3001\u5355\u8bcd\u5d4c\u5165\uff0c\u6216\u662f\u4ec5\u4f7f\u7528\u540d\u8bcd\u3001\u52a8\u8bcd\u3002\u7ed3\u679c\u53d1\u73b0\uff0c<\/span><\/span>\u53ea\u6709\u5b8c\u6574\u53e5\u5b50\u7ea7\u7684\u5d4c\u5165\uff0c\u624d\u80fd\u6700\u597d\u5730\u5339\u914d\u5927\u8111\u6d3b\u52a8<\/span><\/span><\/strong>\u3002\u8fd9\u8bf4\u660e\uff0c\u5927\u8111\u9ad8\u7ea7\u89c6\u89c9\u52a0\u5de5\u5e76\u975e\u7b80\u5355\u7684\u201c\u7269\u4f53\u6e05\u5355\u201d\uff0c\u800c\u66f4\u50cf\u662f\u201c\u8bed\u4e49\u53d9\u4e8b\u201d\uff0c\u5176\u4e2d\u8bed\u5883\u3001\u5173\u7cfb\u548c\u4e92\u52a8\u624d\u662f\u51b3\u5b9a\u6027\u7684 \u3002<\/span><\/span><\/span><\/p>\n


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\u56fe 3. LLM\u4e0e\u89c6\u89c9\u8bf1\u53d1\u7684\u5927\u8111\u6d3b\u52a8\u7684\u5339\u914d\u662f\u6e90\u4e8e\u5b83\u4eec\u6574\u5408\u573a\u666f\u5b57\u5e55\u4e2d\u5305\u542b\u7684\u590d\u6742\u4fe1\u606f\u7684\u80fd\u529b\u3002\u6211\u4eec\u5728NSD\u6570\u636e\u96c6\u7684\u201c\u6d41\u201dROI\u5b9a\u4e49\u4e2d\u5e94\u7528RSA\u3002\u201cLLM\u6807\u9898\u201d\u662f\u6307\u6574\u4e2a\u6807\u9898\u7684LLM\u5d4c\u5165\uff08MPNet\uff09\uff0c\u4e0d\u540c\u7684\u7ec4\u8868\u793a\u4e0d\u540c\u7c7b\u522b\u7684\u63a7\u5236\u6a21\u578b\u3002\u6bcf\u4e2a\u6a21\u578b\u4e0e\u5927\u8111\u6d3b\u52a8\u4e4b\u95f4\u7684\u5339\u914d\u88ab\u91cf\u5316\u4e3a\u6bcf\u4e2a\u6a21\u578b\u4e0e\u7ed9\u5b9aROI\u4e4b\u95f4\u7ecf\u8fc7\u566a\u58f0\u4e0a\u9650\u6821\u6b63\u7684Pearson\u76f8\u5173\u6027\u3002a\uff0c\u5206\u7c7b\u4fe1\u606f\u7684LLM\u5d4c\u5165\u63d0\u9ad8\u4e86\u4e0e\u5927\u8111\u6570\u636e\u7684\u5339\u914d\u3002\u6211\u4eec\u6bd4\u8f83\u4e86\u591a\u79cd\u8868\u793a\u7c7b\u522b\u4fe1\u606f\u7684\u683c\u5f0f\uff0c\u4ece\u4e8c\u8fdb\u5236\u591a\u70ed\u5411\u91cf\uff08multi-hot\uff09\uff0c\u901a\u8fc7\u5e73\u5747\u7c7b\u522b\u8bcd\u7684\u5feb\u901f\u6587\u672c\uff08fasttext\uff09\u6216\u624b\u5957\uff08GloVe\uff09\u8bcd\u5d4c\u5165\uff0c\u5230\u4f7f\u7528MPNet \uff08LLM\uff09\u5d4c\u5165\u6240\u6709\u7c7b\u522b\u8bcd\u7684\u8fde\u63a5\u3002b\uff0c LLM\u5d4c\u5165\u6355\u83b7\u540d\u8bcd\u6216\u52a8\u8bcd\u4e4b\u5916\u7684\u4e0e\u5927\u8111\u76f8\u5173\u7684\u4fe1\u606f\u3002\u4e0e\u5b8c\u6574\u6807\u9898\uff08LLM\u6807\u9898\uff09\u7684LLM\u5d4c\u5165\u76f8\u6bd4\uff0c\u8fde\u63a5\u6807\u9898\u540d\u8bcd\uff08LLM\u540d\u8bcd\uff09\u6216\u52a8\u8bcd\uff08LLM\u52a8\u8bcd\uff09\u7684LLM\u5d4c\u5165\u5bf9\u5927\u8111\u6570\u636e\u7684\u5339\u914d\u7a0b\u5ea6\u90fd\u8981\u4f4e\u5f97\u591a\uff08EVC\u4e2d\u7684LLM\u540d\u8bcd\u9664\u5916\uff09\u3002c\uff0c LLM\u5d4c\u5165\u6355\u83b7\u5927\u8111\u76f8\u5173\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002\u4e3a\u4e86\u6d4b\u8bd5\u6807\u9898\u4f20\u8fbe\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u662f\u5426\u5bf9\u5339\u914d\u5927\u8111\u6570\u636e\u5f88\u91cd\u8981\uff0c\u6211\u4eec\u5c06\u6574\u4e2a\u6807\u9898\u7684\u5d4c\u5165\u4e0e\u5355\u4e2a\u6807\u9898\u8bcd\u7684\u5e73\u5747LLM\u3001fasttext\u548cGloVe\u5d4c\u5165\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002<\/span><\/span><\/p>\n


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\u7814\u7a76\u7684\u6700\u540e\u4e00\u90e8\u5206\uff0c\u7814\u7a76\u56e2\u961f\u8bad\u7ec3\u4e86\u5faa\u73af\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/span>\uff08Recurrent Convolutional Neural Networks, RCNNs\uff09<\/span>\uff0c\u8ba9\u5b83\u4eec\u76f4\u63a5\u4ece\u56fe\u50cf\u5b66\u4e60\u9884\u6d4bLLM\u5d4c\u5165\uff0c\u800c\u975e\u4f20\u7edf\u7684\u7269\u4f53\u5206\u7c7b\u6807\u7b7e\u3002\u7ed3\u679c\u663e\u793a\uff0c<\/span><\/span>\u8fd9\u4e9bRCNN\u7684\u8868\u5f81\u4e0e\u4eba\u8111\u6d3b\u52a8\u7684\u5951\u5408\u5ea6\uff0c\u8d85\u8fc7\u4e86\u5305\u62ecCLIP\u3001ResNet\u7b49\u5728\u5185\u768413\u79cd\u6700\u5148\u8fdb\u89c6\u89c9\u6a21\u578b\u3002<\/span><\/span><\/strong>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cRCNN\u8bad\u7ec3\u6240\u9700\u7684\u6570\u636e\u91cf\u8fdc\u5c11\u4e8e\u5bf9\u6bd4\u6a21\u578b\uff0c\u5374\u4f9d\u7136\u53d6\u5f97\u66f4\u597d\u7ed3\u679c\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4ee5LLM\u5d4c\u5165\u4e3a\u76ee\u6807\u7684\u8bad\u7ec3\uff0c\u6216\u8bb8\u6bd4\u5355\u7eaf\u7684\u7269\u4f53\u8bc6\u522b\u66f4\u63a5\u8fd1\u5927\u8111\u771f\u5b9e\u7684\u8ba1\u7b97\u76ee\u6807 \u3002<\/span><\/span><\/span><\/p>\n


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\u56fe 4. LLM\u8bad\u7ec3\u7684\u6df1\u5ea6\u5faa\u73af\u5377\u79ef\u7f51\u7edc\u5728\u9884\u6d4b\u5927\u8111\u6d3b\u52a8\u65b9\u9762\u4f18\u4e8e\u5176\u4ed6\u6a21\u578b\u3002a\uff0cRCNNs\uff0c\u6709\u5341\u4e2a\u5faa\u73af\u5377\u79ef\u5c42\uff0c\u5206\u522b\u662f\u81ea\u4e0b\u800c\u4e0a\uff08\u7d2b\u8272\uff09\u3001\u6a2a\u5411\uff08\u7eff\u8272\uff09\u548c\u81ea\u4e0a\u800c\u4e0b\uff08\u6a59\u8272\uff09\u7684\u8fde\u63a5\uff0c\u7136\u540e\u662f\u4e00\u4e2a\u5b8c\u5168\u8fde\u63a5\u7684\u8bfb\u51fa\u5c42\u3002\u8bad\u7ec3\u76ee\u6807\u662f\u6700\u5c0f\u5316\u7f51\u7edc\u8f93\u51fa\u548c\u76ee\u6807LLM\u6807\u9898\u5d4c\u5165\u4e4b\u95f4\u7684\u4f59\u5f26\u8ddd\u79bb\u3002\u7c7b\u522b\u8bad\u7ec3\u7684\u63a7\u5236\u7f51\u7edc\u662f\u76f8\u540c\u7684\uff0c\u9664\u4e86\u5b83\u4eec\u88ab\u8bad\u7ec3\u6765\u9884\u6d4b\u591a\u70ed\u70b9\u7c7b\u522b\u6807\u7b7e\u3002b\uff0c\u7c7b\u522b\u6807\u7b7e\u53ef\u4ee5\u4eceLLM\u8bad\u7ec3\u7684RCNN\u6d3b\u52a8\u4e2d\u89e3\u7801\u3002\u5728\u51bb\u7ed3\u7f51\u7edc\u6743\u91cd\u540e\uff0c\u6211\u4eec\u6d4b\u8bd5\u4e86\u7c7b\u522b\u6807\u7b7e\uff08\u5206\u522b\u662fLLM\u5d4c\u5165\uff09\u5982\u4f55\u4eceLLM\u8bad\u7ec3\uff08\u5206\u522b\u662f\u7c7b\u522b\u8bad\u7ec3\uff09\u7f51\u7edc\u7684\u9884\u8bfb\u51fa\u5c42\u4e2d\u7684\u6d3b\u52a8\u4e2d\u89e3\u7801\u3002\u8be5\u56fe\u663e\u793a\u4e86\u6d4b\u8bd5\u6027\u80fd\uff08N = 10\u4e2a\u7f51\u7edc\u5b9e\u4f8b\u7684\u5e73\u5747\u503c\uff1b\u8bef\u5dee\u6761\u8868\u793a\u6807\u51c6\u5dee\uff09\uff0c\u91cf\u5316\u4e3a\u9884\u6d4b\u5411\u91cf\u548c\u76ee\u6807\u5411\u91cf\u4e4b\u95f4\u7684\u4f59\u5f26\u76f8\u4f3c\u5ea6\u3002c\uff0c LLM\u8bad\u7ec3\u7684RCNN\u4e0eLLM\u5d4c\u5165\u3002LLM\u8bad\u7ec3\u7684RCNN\u6d3b\u52a8\uff08\u6700\u540e\u4e00\u5c42\u548c\u65f6\u95f4\u6b65\uff09\u4e0e\u573a\u666f\u5b57\u5e55\u7684LLM\u5d4c\u5165\u4e4b\u95f4\u7684Searchlight RSA\u5bf9\u6bd4\u3002d\uff0cLLM\u8bad\u7ec3\u4e0e\u5206\u7c7b\u8bad\u7ec3\u7684RCNN\u3002\u4e0ec\u76f8\u4f3c\u7684\u56fe\uff0c\u4f46\u663e\u793a\u4e86LLM\u8bad\u7ec3\u548c\u7c7b\u522b\u8bad\u7ec3\u7684RCNN\u4e4b\u95f4\u7684\u5bf9\u6bd4\uff08\u6700\u540e\u4e00\u5c42\u548c\u65f6\u95f4\u6b65\u957f\uff09\u3002e\uff0c LLM\u8bad\u7ec3\u7684RCNN\u4e0e\u5176\u4ed6\u5e7f\u6cdb\u4f7f\u7528\u7684ANN\u7684roi\u6bd4\u8f83\u3002\u5404\u79cd\u6a21\u578b\u7684\u9884\u8bfb\u51fa\u5c42\u4e0eROI RDM\u4e4b\u95f4\u7684\u566a\u58f0\u5929\u82b1\u677f\u6821\u6b63\u76f8\u5173\u6027\u3002\u6211\u4eec\u7684RCNN\u6a21\u578b\u663e\u8457\u4f18\u4e8e\u6240\u6709\u5176\u4ed6\u6a21\u578b\uff08\u9664\u4e86CORnet-S\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5728\u9876\u53f6ROI\u7684\u8868\u73b0\u5dee\u5f02\u4e0d\u660e\u663e\uff09<\/span><\/span><\/p>\n


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\u8fd9\u9879\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u7edf\u4e00\u7684\u91cf\u5316\u6846\u67b6\uff0c\u5c06\u5927\u8111\u89c6\u89c9\u8868\u5f81\u4e0e\u8bed\u8a00\u6a21\u578b\u7684\u8bed\u4e49\u7a7a\u95f4\u76f8\u8fde\u63a5\u3002\u5b83\u4e0d\u4ec5\u5f25\u5408\u4e86\u201c\u89c6\u89c9\u201d\u4e0e\u201c\u8bed\u8a00\u201d\u7684\u4f20\u7edf\u9e3f\u6c9f\uff0c\u8fd8\u4e3a\u672a\u6765\u7684NeuroAI\u7814\u7a76\u63d0\u4f9b\u4e86\u65b0\u65b9\u5411\u3002\u66f4\u5e7f\u6cdb\u5730\u8bf4\uff0c\u5982\u679c\u89c6\u89c9\u548c\u8bed\u8a00\u90fd\u6295\u5c04\u5230\u7c7b\u4f3c\u7684\u9ad8\u7ef4\u7a7a\u95f4\uff0c\u8fd9\u79cd\u201c\u516c\u5171\u8bed\u4e49\u5750\u6807\u7cfb\u201d\u6216\u8bb8\u80fd\u89e3\u91ca\u591a\u6a21\u6001\u4fe1\u606f\u5982\u4f55\u5728\u5927\u8111\u4e2d\u6574\u5408\u3002\u8fd9\u5bf9\u8111\u673a\u63a5\u53e3\u3001\u8ba4\u77e5\u969c\u788d\u5eb7\u590d\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u7684\u8de8\u6a21\u6001\u5b66\u4e60\uff0c\u5747\u5177\u6709\u6df1\u8fdc\u542f\u793a\u3002\u672a\u6765\uff0c\u7814\u7a76\u8005\u8fd8\u9700\u8fdb\u4e00\u6b65\u63ed\u793a\uff1a\u5927\u8111\u8868\u5f81\u4e0eLLM\u5d4c\u5165\u5951\u5408\u7684\u5177\u4f53\u8981\u7d20\u662f\u4ec0\u4e48\uff1f\u4e0a\u4e0b\u6587\u3001\u8bed\u6cd5\u3001\u751a\u81f3\u8de8\u7269\u79cd\u7684\u89c6\u89c9\u7cfb\u7edf\uff0c\u662f\u5426\u4e5f\u9075\u5faa\u7c7b\u4f3c\u89c4\u5f8b\uff1f\u8fd9\u4e9b\u95ee\u9898\u7684\u7b54\u6848\uff0c\u63a8\u52a8\u6211\u4eec\u66f4\u6df1\u5165\u7406\u89e3\u667a\u80fd\u7684\u672c\u8d28 \u3002<\/span><\/span><\/p>\n

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\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u7b2c\u4e09\u5b63\u8bfb\u4e66\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/span><\/span><\/span><\/strong><\/span><\/section>\n

\u4ece\u5355\u4e2a\u795e\u7ecf\u5143\u7684\u653e\u7535\u5230\u5168\u8111\u8303\u56f4\u7684\u610f\u8bc6\u6d8c\u73b0\uff0c\u7406\u89e3\u667a\u80fd\u7684\u672c\u8d28\u4e0e\u6f14\u5316\u59cb\u7ec8\u662f\u4e00\u4e2a\u5173\u4e8e\u5c3a\u5ea6\u7684\u95ee\u9898\u3002\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff0c\u65e0\u8bba\u662f\u5fae\u89c2\u7684\u7a81\u89e6\u53ef\u5851\u6027\u3001\u4ecb\u89c2\u7684\u76ae\u5c42\u6a21\u5757\u81ea\u7ec4\u7ec7\uff0c\u8fd8\u662f\u5b8f\u89c2\u7684\u5168\u5c40\u4fe1\u606f\u5e7f\u64ad\uff0c\u4e0d\u540c\u5c3a\u5ea6\u7684\u52a8\u529b\u5b66\u8fc7\u7a0b\u90fd\u5728\u5171\u540c\u5851\u9020\u7740\u8ba4\u77e5\u4e0e\u610f\u8bc6\u3002\u8fd9\u8bf4\u660e\uff0c\u5bf9\u5fc3\u667a\u7684\u7814\u7a76\u4ece\u6700\u521d\u5c31\u5fc5\u987b\u76f4\u9762\u4e00\u4e2a\u6838\u5fc3\u6311\u6218\uff1a\u5c40\u90e8\u7684\u795e\u7ecf\u6d3b\u52a8\u5982\u4f55\u6574\u5408\u4e3a\u7edf\u4e00\u7684\u4f53\u9a8c\uff1f\u5c40\u57df\u7684\u7f51\u7edc\u8fde\u63a5\u53c8\u5982\u4f55\u652f\u6491\u7075\u6d3b\u7684\u667a\u80fd\u884c\u4e3a\uff1f<\/span><\/p>\n

\u7ee7\u300c\u795e\u7ecf\u52a8\u529b\u5b66\u6a21\u578b<\/a>\u300d\u4e0e\u300c\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66<\/a>\u300d\u8bfb\u4e66\u4f1a\u540e\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u6765\u81ea\u6570\u5b66\u3001\u7269\u7406\u5b66\u3001\u751f\u7269\u5b66\u3001\u795e\u7ecf\u79d1\u5b66\u548c\u8ba1\u7b97\u673a\u7684\u4e00\u7ebf\u7814\u7a76\u8005\u5171\u540c\u53d1\u8d77\u300c\u4ece\u795e\u7ecf\u52a8\u529b\u5b66\u5230\u610f\u8bc6\uff1a\u8de8\u5c3a\u5ea6\u8ba1\u7b97\u3001\u6f14\u5316\u4e0e\u6d8c\u73b0\u300d\u8bfb\u4e66\u4f1a<\/a>\uff0c\u8de8\u8d8a\u5fae\u89c2\u3001\u4ecb\u89c2\u4e0e\u5b8f\u89c2\u7684\u89c6\u89d2\uff0c\u63a2\u7d22\u610f\u8bc6\u4e0e\u667a\u80fd\u7684\u8de8\u5c3a\u5ea6\u8ba1\u7b97\u3001\u6f14\u5316\u4e0e\u6d8c\u73b0\u3002\u91cd\u70b9\u63a2\u8ba8\u7269\u7406\u89c4\u5f8b\u4e0e\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5e2e\u52a9\u6211\u4eec\u8ba4\u8bc6\u795e\u7ecf\u52a8\u529b\u5b66\uff0c\u4ee5\u53ca\u795e\u7ecf\u6d3b\u52a8\u8de8\u5c3a\u5ea6\u7684\u8ba1\u7b97\u4e0e\u6f14\u5316\u5982\u4f55\u6784\u5efa\u5fae\u89c2\u4e0e\u5b8f\u89c2\u3001\u7ed3\u6784\u4e0e\u529f\u80fd\u4e4b\u95f4\u7684\u6865\u6881\u3002<\/span><\/p>\n

\"\u56fe\u7247\"<\/section>\n
\n
\u8be6\u60c5\u8bf7\u89c1\uff1a\u4ece\u795e\u7ecf\u52a8\u529b\u5b66\u5230\u610f\u8bc6\uff1a\u8de8\u5c3a\u5ea6\u8ba1\u7b97\u3001\u6f14\u5316\u4e0e\u6d8c\u73b0\u4e28\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u7b2c\u4e09\u5b63\u00b7\u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/span><\/section>\n

<\/span><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

<\/span><\/span><\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n
<\/strong><\/section>\n
1. <\/span>\u7ecf\u5178\u7efc\u8ff0\uff1a\u5927\u5c3a\u5ea6\u8111\u6d3b\u52a8\u7684\u52a8\u529b\u5b66\u6a21\u578b<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
2. \u667a\u80fd\u4e4b\u955c\uff1aNeuroAI \u5982\u4f55\u53cd\u6620\u5927\u8111\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765<\/span><\/a><\/span>
<\/span><\/span><\/strong><\/section>\n
3. \u4eba\u7c7b\u667a\u80fd\u5982\u4f55\u4ece\u5927\u8111\u4e2d\u6d8c\u73b0\uff1f\u5927\u8111\u7cbe\u7ec6\u6a21\u62df\u91cd\u5851 NeuroAI \u8303\u5f0f<\/span><\/a><\/span><\/strong><\/section>\n
<\/strong><\/section>\n
4. <\/span>\u6d8c\u73b0\u52a8\u529b\u5b66\u5982\u4f55\u7528\u6765\u5206\u6790\u590d\u6742\u7cfb\u7edf\uff1f | \u65b0\u8bfe\u4e0a\u7ebf<\/span><\/a><\/span><\/strong><\/span>
<\/span><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/span><\/strong>\u96c6\u667a\u5b66\u56ed\u7cbe\u54c1\u8bfe\u7a0b\u514d\u8d39\u5f00\u653e\uff0c\u89e3\u9501\u7cfb\u7edf\u79d1\u5b66\u4e0e AI \u65b0\u4e16\u754c<\/span><\/a><\/span><\/strong><\/section>\n

6. \u9ad8\u8003\u5206\u6570\u53ea\u662f\u5f20\u5165\u573a\u5238\uff0c\u4f60\u7684\u79d1\u7814\u5192\u9669\u5728\u8fd9\u91cc\u542f\u822a\uff01<\/span><\/a><\/span><\/strong><\/p>\n

7.<\/span><\/span><\/strong><\/strong><\/span> <\/span><\/span><\/strong><\/strong><\/span>\u91cd\u6574\u5316\u7fa4\u4e0e\u975e\u7ebf\u6027\u7269\u7406\uff0c\u5bfb\u627e\u590d\u6742\u7cfb\u7edf\u8de8\u5c3a\u5ea6\u7684\u5206\u6790\u65b9\u6cd5\u4e28\u65b0\u8bfe\u53d1\u5e03<\/a><\/span><\/strong><\/strong><\/strong><\/strong><\/span><\/p>\n


<\/span><\/p>\n

<\/section>\n


<\/span><\/span><\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a <\/span><\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u6458\u8981 \u4eba\u7c7b\u5927\u8111\u80fd\u591f\u4ece\u89c6\u89c9\u8f93\u5165\u4e2d\u63d0\u53d6\u590d\u6742\u7684\u4fe1\u606f\uff0c\u5305\u62ec\u7269\u4f53\u3001\u5b83\u4eec\u7684\u7a7a\u95f4\u4e0e\u8bed\u4e49\u5173\u7cfb\uff0c\u4ee5\u53ca\u4e0e\u73af\u5883\u7684\u4e92\u52a8\u3002\u7136\u800c\uff0c\u957f\u671f\u4ee5\u6765\uff0c\u7f3a\u4e4f\u4e00\u79cd\u91cf\u5316\u65b9\u6cd5\u6765\u523b\u753b\u8fd9\u79cd\u590d\u6742\u4fe1\u606f\u3002\u672c\u7814\u7a76\u63a2\u8ba8\u4e86\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u6240\u7f16\u7801\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u662f\u5426\u6709\u52a9\u4e8e\u5efa\u6a21\u5927\u8111\u4ece\u81ea\u7136\u573a\u666f\u4e2d\u63d0\u53d6\u7684\u590d\u6742\u89c6\u89c9\u4fe1\u606f\u3002\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff0c\u5c06\u81ea\u7136\u573a\u666f\u7684\u6587\u5b57\u63cf\u8ff0\u8f93\u5165LLM\u6240\u5f97\u5230\u7684…<\/p>\n","protected":false},"author":0,"featured_media":64747,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/64758"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=64758"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/64758\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/64747"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=64758"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=64758"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=64758"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=64758"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}