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\"\u4e60\u60ef\u6027\u548c\u76ee\u6807\u5bfc\u5411\u6027\u884c\u4e3a\u7684\u8ba1\u7b97\u5efa\u6a21\"
\u4e60\u60ef\u6027\u548c\u76ee\u6807\u5bfc\u5411\u6027\u884c\u4e3a\u7684\u8ba1\u7b97\u5efa\u6a21<\/figcaption><\/figure>\n\n\n\n

\u97e9\u4e1c\u8d77\u8bf4\uff1a\u201c\u6211\u4eec\u56e2\u961f\u7528\u6df1\u5ea6\u5b66\u4e60\u548c\u673a\u5668\u5b66\u4e60\u7406\u8bba\u8fdb\u884c\u5efa\u6a21\uff0c\u6765\u63a2\u7a76\u4e24\u79cd\u884c\u4e3a\u7684\u7279\u6027\u548c\u795e\u7ecf\u673a\u5236\uff0c\u4e3a\u8ba4\u77e5\u79d1\u5b66\u548c\u5fc3\u7406\u5b66\u7814\u7a76\u63d0\u4f9b\u4e86\u652f\u6301\u3002\u540c\u65f6\uff0c\u901a\u8fc7\u5bf9\u8fd9\u4e24\u79cd\u884c\u4e3a\u7684\u7814\u7a76\uff0c\u6211\u4eec\u4e5f\u80fd\u591f\u4ece\u4e2d\u6c72\u53d6\u7075\u611f\uff0c\u8fdb\u800c\u8bbe\u8ba1\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u3002\u201d<\/p>\n\n\n\n

\u97e9\u4e1c\u8d77\u548c\u540c\u4e8b\u4eec\u7684\u53e6\u4e00\u9879\u7814\u7a76\u662f\u57fa\u4e8e\u5bf9\u5927\u8111\u795e\u7ecf\u56de\u8def\u7ed3\u6784\u7684\u6a21\u62df\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u578b\u795e\u7ecf\u7f51\u7edc CircuitNet[2]\u3002\u4eba\u8111\u795e\u7ecf\u5143\u8fde\u63a5\u5177\u6709\u5c40\u90e8\u5bc6\u96c6\u548c\u5168\u5c40\u7a00\u758f\u7684\u7279\u70b9\uff0c\u5373\u76f8\u90bb\u7684\u795e\u7ecf\u5143\u5728\u540c\u4e00\u4e2a\u795e\u7ecf\u6838\u56e2\u5185\u7d27\u5bc6\u8fde\u63a5\uff0c\u4f46\u5728\u4e0d\u540c\u8111\u533a\u4e4b\u95f4\u7a00\u758f\u8fde\u63a5\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u5e0c\u671b\u63a2\u7a76\u8fd9\u79cd\u8fde\u63a5\u6a21\u5f0f\u7684\u539f\u7406\u548c\u4f18\u52bf\u3002\u97e9\u4e1c\u8d77\u4ece\u5b9e\u4e60\u671f\u95f4\u5c31\u53c2\u4e0e\u5230\u4e86\u8fd9\u4e2a\u7814\u7a76\u9879\u76ee\u4e2d\uff0c\u6700\u7ec8\u5728\u5168\u7ec4\u540c\u4e8b\u7684\u5171\u540c\u52aa\u529b\u4e0b CircuitNet \u7834\u58f3\u800c\u51fa\uff0c\u76f8\u5173\u8bba\u6587\u4e5f\u6210\u529f\u5165\u9009\u4e86 ICML 2023\u3002<\/p>\n\n\n\n

\"diagram\"
CircuitNet \u7684\u6a21\u578b\u7ed3\u6784<\/figcaption><\/figure>\n\n\n\n

\u4f5c\u4e3a\u4e00\u79cd\u66f4\u52a0\u8282\u80fd\u3001\u9ad8\u6548\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0cCircuitNet \u80fd\u591f\u4ee5\u66f4\u5c11\u7684\u53c2\u6570\u53d6\u5f97\u66f4\u597d\u7684\u6027\u80fd\u3002\u636e\u4f30\u7b97\uff0c\u4eba\u8111\u7684\u5e73\u5747\u529f\u8017\u4ec5\u4e0d\u523020\u74e6\uff0c\u800c\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5982 GPT-4 \u7684\u529f\u8017\u5374\u9ad8\u8fbe\u6570\u767e\u4e0a\u5343\u74e6\u3002\u672a\u6765\uff0c\u97e9\u4e1c\u8d77\u548c\u540c\u4e8b\u4eec\u5c06\u5728 CircuitNet \u7684\u57fa\u7840\u4e0a\uff0c\u7ee7\u7eed\u63a2\u7d22\u4eba\u8111\u8282\u80fd\u7684\u5965\u79d8\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u97e9\u4e1c\u8d77\u8fd8\u81f4\u529b\u4e8e\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u548c\u5177\u8eab\u667a\u80fd\uff08Embodied AI\uff09\u7684\u7814\u7a76\uff0c\u5e0c\u671b\u8ba9\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u66f4\u597d\u5730\u5b66\u4e60\u548c\u51b3\u7b56\uff0c\u5b9e\u73b0\u667a\u80fd\u673a\u5668\u4eba\u4e0e\u771f\u5b9e\u4e16\u754c\u7684\u4ea4\u4e92\u3002\u201c\u73b0\u5728\u7684\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u4e3b\u8981\u7528\u4e8e\u5185\u5bb9\u751f\u6210\uff0c\u6bd4\u5982\u6587\u5b57\u3001\u56fe\u50cf\uff0c\u751f\u6210\u7684\u7ed3\u679c\u5c31\u662f\u6700\u7ec8\u7684\u72b6\u6001\u3002\u800c\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba\u8f93\u51fa\u7684\u5219\u662f\u52a8\u4f5c\uff0c\u5728\u4e0e\u771f\u5b9e\u4e16\u754c\u4ea4\u4e92\u7684\u8fc7\u7a0b\u4e2d\u4f1a\u5b58\u5728\u5f88\u591a\u4e0d\u786e\u5b9a\u6027\uff0c\u4f8b\u5982\u673a\u5668\u4eba\u753b\u4e00\u5e45\u753b\u53ef\u80fd\u4f1a\u51fa\u73b0\u5404\u79cd\u72b6\u51b5\u2014\u2014\u753b\u9519\u4e86\u3001\u7b14\u65ad\u4e86\u3001\u7b14\u88ab\u62ff\u8d70\u4e86\uff0c\u8fd9\u4e9b\u90fd\u4f1a\u5f71\u54cd\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c\u3002\u8fd9\u4e9b\u52a8\u4f5c\u7684\u9009\u62e9\u5bf9\u4e8e\u673a\u5668\u4eba\u6765\u8bf4\u662f\u975e\u5e38\u590d\u6742\u7684\uff0c\u800c\u6211\u4eec\u53ef\u4ee5\u501f\u9274\u4eba\u8111\u7684\u51b3\u7b56\u539f\u7406\uff0c\u52a0\u901f\u5177\u8eab\u667a\u80fd\u7684\u5b9e\u73b0\u3002\u201d<\/p>\n\n\n\n

\u8de8\u5b66\u79d1\u7684\u601d\u60f3\u78b0\u649e\u4e3a\u8de8\u9886\u57df\u7814\u7a76\u5e26\u6765\u65b0\u7075\u611f<\/h2>\n\n\n\n

\u97e9\u4e1c\u8d77\u4e00\u76f4\u5bf9\u4e16\u754c\u5145\u6ee1\u4e86\u597d\u5947\u5fc3\uff0c\u5bf9\u79d1\u5b66\u7814\u7a76\u6709\u7740\u5e7f\u6cdb\u4e14\u6d53\u539a\u7684\u5174\u8da3\u3002\u4ed6\u7684\u672c\u79d1\u4e13\u4e1a\u662f\u7406\u8bba\u7269\u7406\uff0c\u5728\u4ed6\u770b\u6765\uff0c\u7269\u7406\u662f\u4e00\u95e8\u6781\u5177\u6311\u6218\u6027\u7684\u5b66\u79d1\uff0c\u5b83\u4e0d\u4ec5\u8981\u6c42\u5b66\u4e60\u8005\u5177\u5907\u4e25\u8c28\u7684\u903b\u8f91\u601d\u7ef4\uff0c\u8fd8\u8981\u6709\u624e\u5b9e\u7684\u6570\u5b66\u529f\u5e95\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u6570\u636e\u5206\u6790\u7684\u80fd\u529b\uff0c\u8fd9\u4e9b\u90fd\u80fd\u6709\u6548\u5730\u63d0\u5347\u4e00\u4e2a\u4eba\u7684\u7efc\u5408\u7d20\u8d28\u3002\u6b64\u5916\uff0c\u7269\u7406\u79d1\u5b66\u4e5f\u662f\u5f88\u591a\u73b0\u4ee3\u79d1\u6280\u7684\u57fa\u77f3\uff0c\u5e94\u7528\u8303\u56f4\u5341\u5206\u5e7f\u6cdb\u3002<\/p>\n\n\n\n

\"\u97e9\u4e1c\u8d77\u535a\u58eb\u6c42\u5b66\u671f\u95f4\u4e0e\u8001\u5e08\u548c\u540c\u5b66\u4eec\u5408\u5f71\"
\u97e9\u4e1c\u8d77\u535a\u58eb\u6c42\u5b66\u671f\u95f4\u4e0e\u8001\u5e08\u548c\u540c\u5b66\u4eec\u5408\u5f71<\/figcaption><\/figure>\n\n\n\n

\u5728\u7269\u7406\u9886\u57df\uff0c\u97e9\u4e1c\u8d77\u672c\u79d1\u671f\u95f4\u4e3b\u8981\u611f\u5174\u8da3\u7684\u7814\u7a76\u65b9\u5411\u662f\u6258\u5361\u9a6c\u514b\uff08\u4e00\u79cd\u53ef\u63a7\u6838\u805a\u53d8\u88c5\u7f6e\uff09\u4e2d\u7269\u7406\u53c2\u6570\u7684\u63a2\u6d4b[4]\u3002\u201c\u6838\u805a\u53d8\u662f\u4e00\u79cd\u5145\u8db3\u3001\u9ad8\u6548\u3001\u6e05\u6d01\u7684\u80fd\u6e90\uff0c\u4e00\u65e6\u6211\u4eec\u638c\u63e1\u4e86\u5b83\uff0c\u5c06\u7ed9\u4eba\u7c7b\u5e26\u6765\u4e0d\u53ef\u4f30\u91cf\u7684\u6536\u76ca\u3002\u201d\u5b9e\u73b0\u53ef\u63a7\u6838\u805a\u53d8\u662f\u4ed6\u6700\u521d\u7684\u79d1\u7814\u7406\u60f3\u3002\u4f46\u662f\uff0c\u7ecf\u8fc7\u4e00\u6bb5\u65f6\u95f4\u7684\u5b66\u4e60\uff0c\u4ed6\u53d1\u73b0\uff0c\u5236\u7ea6\u53ef\u63a7\u6838\u805a\u53d8\u843d\u5730\u7684\u5e76\u4e0d\u662f\u57fa\u7840\u7269\u7406\u7406\u8bba\u7684\u7a81\u7834\uff0c\u66f4\u591a\u7684\u662f\u5de5\u7a0b\u5b9e\u8df5\u4e0a\u7684\u95ee\u9898\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4ed6\u6240\u5b66\u4e60\u7684\u7406\u8bba\u7269\u7406\u65e0\u6cd5\u76f4\u63a5\u63a8\u52a8\u7406\u60f3\u7684\u5b9e\u73b0\u3002\u800c\u5728\u6258\u5361\u9a6c\u514b\u7684\u7814\u7a76\u4e2d\uff0c\u97e9\u4e1c\u8d77\u63a5\u89e6\u5230\u4e86\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u8fd9\u8ba9\u4ed6\u840c\u751f\u4e86\u8f6c\u6362\u4e13\u4e1a\u7684\u60f3\u6cd5\u3002\u4e8e\u662f\u5728\u653b\u8bfb\u535a\u58eb\u5b66\u4f4d\u671f\u95f4\uff0c\u4ed6\u9009\u62e9\u4e86\u8ba4\u77e5\u795e\u7ecf\u673a\u5668\u4eba\u4e13\u4e1a\u3002<\/p>\n\n\n\n

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\"diagram\"
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\u76f8\u5173\u94fe\u63a5\uff1a<\/strong><\/p>\n\n\n\n

[1] Synergizing Habits and Goals with Variational Bayes
https:\/\/osf.io\/preprints\/psyarxiv\/v63yj<\/p>\n\n\n\n

[2] CircuitNet\uff1aA Generic Neural Network to Realize Universal Circuit Motif Modeling
https:\/\/proceedings.mlr.press\/v202\/wang23k\/wang23k.pdf<\/p>\n\n\n\n

[3] Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network
https:\/\/arxiv.org\/abs\/2310.06578<\/p>\n\n\n\n

[4] In situ relative self-dependent calibration of electron cyclotron emission imaging via shape matching
https:\/\/doi.org\/10.1063\/1.5038866<\/p>\n","protected":false},"excerpt":{"rendered":"

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\u76f8\u5173\u94fe\u63a5\uff1a [1] Synergizing Habits and Goals with Variational Bayeshttps:\/\/osf.io\/preprints\/psyarxiv\/v63yj [2] CircuitNet\uff1aA Generic Neural Network to Realize Universal 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