{"id":46077,"date":"2023-10-27T20:19:27","date_gmt":"2023-10-27T12:19:27","guid":{"rendered":"https:\/\/swarma.org\/?p=46077"},"modified":"2023-10-27T20:19:27","modified_gmt":"2023-10-27T12:19:27","slug":"%e5%8d%9a%e5%a3%ab%e6%8b%9b%e7%94%9f%ef%bd%9c%e5%8d%97%e6%96%b9%e7%a7%91%e6%8a%80%e5%a4%a7%e5%ad%a6%e7%a5%9e%e7%bb%8f%e8%ae%a1%e7%ae%97%e4%b8%8e%e6%8e%a7%e5%88%b6%e5%ae%9e%e9%aa%8c%e5%ae%a4%ef%bc%88nc","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=46077","title":{"rendered":"\u535a\u58eb\u62db\u751f\uff5c\u5357\u65b9\u79d1\u6280\u5927\u5b66\u795e\u7ecf\u8ba1\u7b97\u4e0e\u63a7\u5236\u5b9e\u9a8c\u5ba4\uff08NCC lab\uff09\u5218\u6cc9\u5f71"},"content":{"rendered":"
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\u5218\u6cc9\u5f71\u535a\u58eb\u4e3aNCC lab\u7684PI\u3002\u5218\u6cc9\u5f71\u5728\u5170\u5dde\u5927\u5b66\u83b7\u5f97\u7535\u5b50\u4fe1\u606f\u5de5\u7a0b\u5b66\u58eb\uff0c\u8ba1\u7b97\u673a\u7406\u8bba\u7855\u58eb\uff0c\u5728\u745e\u58eb\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u83b7\u5f97\u751f\u7269\u533b\u5b66\u5de5\u7a0b\u535a\u58eb\uff0c\u7f8e\u56fd\u52a0\u5dde\u7406\u5de5\u5b66\u9662John Doyle\u8bfe\u9898\u7ec4\u8fdb\u884c\u53cd\u9988\u63a7\u5236\u7406\u8bba\u4e0e\u8fd0\u52a8\u63a7\u5236\u76f8\u5173\u7684\u535a\u58eb\u540e\u7814\u7a76\u8bad\u7ec3\uff0c\u73b0\u5728\u662f\u5357\u65b9\u79d1\u6280\u5927\u5b66\u751f\u7269\u533b\u5b66\u5de5\u7a0b\u7cfb\u52a9\u7406\u6559\u6388\u3002<\/span><\/section>\n

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\u795e\u7ecf\u8ba1\u7b97\u4e0e\u63a7\u5236\u5b9e\u9a8c\u5ba4\uff08Neural Computing and Control lab\uff0cNCC lab\uff09\u611f\u5174\u8da3\u7684\u95ee\u9898\u5305\u62ec\uff1a<\/span><\/p>\n

1\u3001\u5927\u89c4\u6a21\u8111\u6a21\u578b\u5982\u4f55\u6784\u5efa\uff1a<\/span><\/strong><\/span><\/h3>\n

\u4e00\u822c\u800c\u8a00\uff0c\u6784\u5efascalable\u5927\u8111\u6a21\u578b\u6709\u4e24\u6761\u6280\u672f\u8def\u7ebf\uff1a\u4e00\u6761\u662f\u81ea\u4e0b\u800c\u4e0a\uff0c\u7528\u4e0a\u767e\u4e07\u6216\u4e0a\u4ebf\u4e2aHH\u6a21\u578b\u6216LIF\u6a21\u578b\u7ec4\u5408\u800c\u6210\uff1b\u4e00\u6761\u662f\u81ea\u4e0a\u800c\u4e0b\uff0c\u7528LLM\u7684\u601d\u8def\uff0c\u6765\u62df\u5408\u5927\u89c4\u6a21\u795e\u7ecf\u6570\u636e\uff0c\u5b66\u4e60\u5927\u8111\u8868\u5f81\uff0c\u800c\u4e0d\u7ba1\u5e95\u5c42\u795e\u7ecf\u751f\u7269\u5b66\u673a\u5236\u3002<\/span><\/p>\n

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2\u3001\u5927\u8111\u7684\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\uff1a<\/span><\/strong><\/span><\/h3>\n

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3\u3001\u5927\u8111\u591a\u6a21\u6001\u3001\u8de8\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u5efa\u6a21\uff1a<\/span><\/strong><\/span><\/h3>\n

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4\u3001\u5927\u8111\u7684\u6700\u4f18\u523a\u6fc0\u4e0e\u8c03\u63a7\uff1a<\/span><\/strong><\/span><\/h3>\n

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5\u3001\u795e\u7ecf\u3001\u8ba4\u77e5\u4e0e\u884c\u4e3a\u7684\u56e0\u679c\u63a8\u65ad\uff1a<\/span><\/strong><\/span><\/h3>\n

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6\u3001\u5927\u8111\u4e0eAI\u5b66\u4e60\u673a\u5236\u7684\u5f02\u540c\uff1a<\/span><\/strong><\/span><\/h3>\n
AI\u5f80\u5f80\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u8bbe\u8ba1loss function\uff0c\u5229\u7528error backpropagation\u8fdb\u884c\u5b66\u4e60\uff1b\u800c\u5927\u8111\u662f\u5f88\u591a\u4e2a\u4efb\u52a1\u7684\u6574\u4f53\u4f18\u5316\uff0c\u53d7\u9650\u4e8e\u5927\u8111\u7684\u7ed3\u6784\u3001\u7a7a\u95f4\u3001\u80fd\u91cf\u7b49\u7b49\u7ea6\u675f\u3002\u5927\u8111\u80fd\u5426\u7528BP\u7b97\u6cd5\u8fdb\u884c\u5b66\u4e60\uff0c\u4e3a\u4ec0\u4e48\uff1fAI\u7684\u591a\u4efb\u52a1\u5b66\u4e60\u4e0e\u8fc1\u79fb\u5b66\u4e60\u7b49\u65b9\u5f0f\u662f\u5426\u53ef\u8fdb\u4e00\u6b65\u4ece\u5927\u8111\u83b7\u5f97\u542f\u53d1\uff1fAI\u548c\u5927\u8111\u5728\u4efb\u52a1\u5b66\u4e60\u5c24\u5176\u662f\u591a\u4efb\u52a1\u7b49\u590d\u6742\u573a\u666f\u4e2d\u7684\u5b66\u4e60\u5b58\u5728\u54ea\u4e9b\u533a\u522b\uff1fAI\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u7684\u5b66\u4e60\u65b9\u5f0f\u901a\u5e38\u662f\u88ab\u52a8\u5b66\u4e60\uff0c\u4e0d\u4f1a\u4e0e\u73af\u5883\u6570\u636e\u8fdb\u884c\u4ea4\u4e92\uff0c\u8fd9\u4e0e\u5927\u8111\u4e3b\u52a8\u5b66\u4e60\u7684\u65b9\u5f0f\u5b58\u5728\u54ea\u4e9b\u533a\u522b\uff1fAI\u4e2d\u5f3a\u5316\u5b66\u4e60\uff0c\u4e3b\u52a8\u5b66\u4e60\u7b49\u65b9\u5f0f\u80fd\u5426\u8fdb\u4e00\u6b65\u4ece\u5927\u8111\u4e2d\u83b7\u5f97\u542f\u53d1\uff1f<\/span><\/section>\n

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