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Autoencoders\uff0c\u7b80\u79f0NLA\uff09\u7684\u7814\u7a76\u3002\u8fd9\u9879\u7814\u7a76\u7684\u6838\u5fc3\u6210\u679c\u53ef\u4ee5\u7528\u4e00\u53e5\u8bdd\u6982\u62ec\uff1a\u4ed6\u4eec\u9996\u6b21\u8ba9\u5927\u578b\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u7528\u4eba\u7c7b\u53ef\u4ee5\u76f4\u63a5\u9605\u8bfb\u7684\u81ea\u7136\u8bed\u8a00\uff0c\u63cf\u8ff0\u81ea\u5df1\u5728\u201c\u601d\u8003\u201d\u67d0\u4e2a\u95ee\u9898\u65f6\u7684\u5185\u90e8\u72b6\u6001\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u7814\u7a76\u4e2d\u7684\u53d1\u73b0\u5370\u8bc1\u4e86\u8fd9\u4e00\u70b9\u3002\u5f53Claude\u521b\u4f5c\u5bf9\u8054\u201cGrab it with your paws, and go&#8230;\u201d\u65f6\uff0cNLA\u7684\u89e3\u7801\u663e\u793a\uff0c\u6a21\u578b\u5728\u7b2c\u4e00\u53e5\u7ed3\u675f\u7684\u6362\u884c\u7b26\u5904\uff0c\u5c31\u5df2\u7ecf\u9501\u5b9a\u4e86\u201crabbit\u201d\u4f5c\u4e3a\u7b2c\u4e8c\u53e5\u7684\u97f5\u811a\u3002\u800c\u5728\u5b89\u5168\u5ba1\u8ba1\u573a\u666f\u4e2d\uff0c\u6a21\u578b\u80fd\u591f\u5728\u6267\u884c\u7834\u574f\u6027\u64cd\u4f5c\u7684\u540c\u65f6\uff0c\u5728\u53e6\u4e00\u5c42\u201c\u5fc3\u91cc\u201d\u6e05\u695a\u5730\u8bc6\u522b\u51fa\u201c\u8fd9\u662f\u4e00\u6b21\u6d4b\u8bd5\u201d\u3002\u8fd9\u4e9b\u53d1\u73b0\u63ed\u793a\u4e86\u4e00\u4e2a\u5173\u952e\u4e8b\u5b9e\uff1a\u6a21\u578b\u7684\u201c\u5185\u5fc3\u201d\u5e76\u4e0d\u662f\u5355\u7ebf\u7a0b\u7684\uff0c\u800c\u662f\u5b58\u5728\u7740\u591a\u4e2a\u5e76\u884c\u7684\u3001\u53ef\u88ab\u72ec\u7acb\u89e3\u7801\u7684\u201c\u601d\u60f3\u5c42\u201d\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u957f\u671f\u4ee5\u6765\uff0c\u8111\u673a\u63a5\u53e3\u548c\u8bed\u8a00\u89e3\u7801\u9886\u57df\u7684\u4e3b\u6d41\u8303\u5f0f\u662f\u201c\u7aef\u5230\u7aef\u6620\u5c04\u201d\u2014\u2014\u5373\u76f4\u63a5\u4ece\u8111\u4fe1\u53f7\uff08fMRI\u6216EEG\uff09\u8df3\u5230\u81ea\u7136\u8bed\u8a00\u8f93\u51fa\u3002\u8fd9\u79cd\u65b9\u6cd5\u867d\u7136\u6210\u679c\u6590\u7136\uff0c\u4f46\u5176\u201c\u9ed1\u7bb1\u201d\u6027\u8d28\u548c\u8106\u5f31\u7684\u6cdb\u5316\u80fd\u529b\u4e00\u76f4\u662f\u96be\u4ee5\u903e\u8d8a\u7684\u74f6\u9888\u3002\u8fd1\u5e74\u6765\uff0c\u4e00\u79cd\u53ef\u4ee5\u88ab\u6982\u62ec\u4e3a\u201c\u8ba4\u77e5\u5206\u5c42\u89e3\u7801\u201d\u7684\u65b0\u8303\u5f0f\u5f00\u59cb\u6d6e\u73b0\u3002\u5176\u6838\u5fc3\u601d\u60f3\u662f\uff1a\u4e5f\u8bb8\u4e0d\u5e94\u8be5\u76f4\u63a5\u628a\u8111\u4e2d\u7684\u7535\u4fe1\u53f7\u6620\u5c04\u6210\u8bed\u8a00\uff0c\u800c\u662f\u5e94\u8be5\u505a\u51e0\u5c42\u4e2d\u95f4\u8fc7\u7a0b\u7684\u89e3\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u5fb7\u514b\u8428\u65af\u5927\u5b66\u5965\u65af\u6c40\u5206\u6821Huth\u56e2\u961f\uff082023\uff09\u7684\u8bed\u4e49\u89e3\u7801\u5668\u4e3a\u4ee3\u8868\u7684\u7814\u7a76\uff0c\u5c1d\u8bd5\u5148\u4ecefMRI\u4fe1\u53f7\u4e2d\u91cd\u5efa\u51fa\u8bed\u8a00\u6240\u8868\u8fbe\u7684\u201c\u8bed\u4e49\u69fd\u201d\u2014\u2014\u5373\u201c\u8c01\u5bf9\u8c01\u505a\u4e86\u4ec0\u4e48\u201d\u7684\u62bd\u8c61\u7ed3\u6784\u2014\u2014\u7136\u540e\u518d\u5c06\u5176\u8f93\u9001\u7ed9\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u201c\u9063\u8bcd\u9020\u53e5\u201d\u3002\u8c37\u6b4c\u7684Brain2Music\u7814\u7a76\uff08Tang et al., 2023\uff09\u5219\u53e6\u8f9f\u8e4a\u5f84\uff0c\u5148\u4ece\u8111\u4fe1\u53f7\u4e2d\u91cd\u5efa\u51fa\u97f3\u4e50\u7684\u4e2d\u95f4\u611f\u77e5\u7279\u5f81\uff08\u5982\u65cb\u5f8b\u8f6e\u5ed3\u3001\u8282\u594f\u6a21\u5f0f\uff09\uff0c\u518d\u5c06\u8fd9\u4e9b\u7279\u5f81\u4f5c\u4e3a\u6761\u4ef6\u8f93\u5165\u751f\u6210\u6a21\u578b\u3002UniCoRN\u6846\u67b6\u91c7\u7528\u7ea7\u8054\u67b6\u6784\uff0c\u5148\u901a\u8fc7\u201c\u8ba4\u77e5\u7f16\u7801\u5668\u201d\u5c06\u539f\u59cbfMRI\u4fe1\u53f7\u8f6c\u5316\u4e3a\u5bcc\u542b\u8bed\u4e49\u7684\u201c\u8ba4\u77e5\u8868\u5f81\u201d\uff0c\u518d\u8f93\u5165\u8bed\u8a00\u6a21\u578b\u89e3\u7801\u3002PSST!\u6a21\u578b\u7684\u7814\u7a76\uff082024\uff09\u66f4\u662f\u76f4\u63a5\u63ed\u793a\u4e86\u8bed\u8a00\u751f\u6210\u5728\u5927\u8111\u4e2d\u7684\u5206\u5c42\u5904\u7406\u987a\u5e8f\uff1a\u4ece\u6982\u5ff5\u5230\u8bcd\u6c47\uff0c\u7ecf\u53e5\u6cd5\u7ec4\u5408\uff0c\u518d\u6fc0\u6d3b\u8bed\u97f3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u7814\u7a76\u7684\u5171\u540c\u7279\u5f81\u662f\uff1a\u5b83\u4eec\u90fd\u4e0d\u518d\u8bd5\u56fe\u4e00\u6b65\u5230\u4f4d\u5730\u201c\u7ffb\u8bd1\u601d\u7ef4\u201d\uff0c\u800c\u662f\u8f6c\u800c\u5728\u201c\u539f\u59cb\u4fe1\u53f7\u201d\u548c\u201c\u6700\u7ec8\u8f93\u51fa\u201d\u4e4b\u95f4\uff0c\u6709\u610f\u8bc6\u5730\u6784\u5efa\u4e00\u4e2a\u6216\u591a\u4e2a\u53ef\u89e3\u91ca\u3001\u53ef\u72ec\u7acb\u9a8c\u8bc1\u7684\u201c\u4e2d\u95f4\u8868\u5f81\u5c42\u201d\u3002\u8fd9\u4e0eNLA\u5c06\u6a21\u578b\u63a8\u7406\u8fc7\u7a0b\u62c6\u89e3\u4e3a\u9010\u5c42\u3001\u9010\u8bcd\u201c\u622a\u9762\u201d\u7684\u601d\u8def\uff0c\u5728\u65b9\u6cd5\u8bba\u5c42\u9762\u5f62\u6210\u4e86\u6df1\u523b\u7684\u5171\u9e23\u3002\u4e24\u8005\u7684\u6b8a\u9014\u540c\u5f52\u4f3c\u4e4e\u5728\u6697\u793a\uff1a\u4efb\u4f55\u590d\u6742\u667a\u80fd\u7cfb\u7edf\u7684\u6d41\u7545\u8f93\u51fa\uff0c\u5176\u5e95\u5c42\u90fd\u53ef\u80fd\u662f\u5206\u5c42\u7ec4\u7ec7\u7684\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0e\u6b64\u540c\u65f6\uff0c\u53d1\u8868\u4e8e\u300aPNAS\u300b\u7684\u4e00\u9879\u7814\u7a76\u901a\u8fc7\u5206\u6790\u88ab\u8bd5\u542c\u6709\u58f0\u4e66\u65f6\u7684\u5927\u8111\u6d3b\u52a8\u53d1\u73b0\uff0c\u5927\u8111\u5728\u5904\u7406\u8bed\u8a00\u65f6\u9075\u5faa\u7740\u5c42\u7ea7\u5316\u7684\u9884\u6d4b\u7f16\u7801\uff08Predictive Coding\uff09\u673a\u5236\u2014\u2014\u5927\u8111\u4f1a\u5728\u8bed\u4e49\u3001\u8bed\u6cd5\u3001\u8bcd\u6c47\u548c\u8bed\u97f3\u7b49\u591a\u4e2a\u5c42\u6b21\u4e0a\u540c\u65f6\u8fdb\u884c\u9884\u6d4b\uff0c\u9ad8\u5c42\u9884\u6d4b\uff08\u8bed\u4e49\uff09\u81ea\u4e0a\u800c\u4e0b\u5730\u8c03\u8282\u4f4e\u5c42\u9884\u6d4b\uff08\u8bed\u97f3\uff09\u3002\u8fd9\u4e00\u53d1\u73b0\u4e3a\u8bed\u8a00\u5904\u7406\u7684\u201c\u5206\u5c42\u201d\u672c\u8d28\u63d0\u4f9b\u4e86\u6765\u81ea\u751f\u7269\u667a\u80fd\u7684\u795e\u7ecf\u8bc1\u636e\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u65e5\u5e38\u4ea4\u6d41\u7684\u9690\u5f62\u7ed3\u6784\uff1a\u4e00\u4e2a\u56db\u5c42\u6a21\u578b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u6211\u4eec\u53ef\u4ee5\u63a5\u53d7\uff0cAI\u7684\u201c\u6d41\u7545\u5bf9\u8bdd\u201d\u548c\u5927\u8111\u7684\u8bed\u8a00\u751f\u6210\u5728\u5e95\u5c42\u90fd\u662f\u5206\u5c42\u7684\uff0c\u90a3\u4e48\u4e00\u4e2a\u81ea\u7136\u800c\u7136\u7684\u63a8\u8bba\u5c31\u662f\uff1a\u6211\u4eec\u65e5\u5e38\u4f53\u9a8c\u4e2d\u90a3\u4e9b\u201c\u4e0d\u5047\u601d\u7d22\u201d\u7684\u3001\u77ac\u95f4\u5b8c\u6210\u7684\u4ea4\u6d41\uff0c\u5176\u80cc\u540e\u662f\u5426\u4e5f\u540c\u6837\u5b58\u5728\u7740\u4e00\u79cd\u88ab\u6211\u4eec\u5ffd\u7565\u4e86\u7684\u5206\u5c42\u67b6\u6784\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b54\u6848\u662f\u80af\u5b9a\u7684\u3002\u53ea\u4e0d\u8fc7\u6211\u4eec\u7684\u5927\u8111\u4ee5\u6781\u9ad8\u7684\u81ea\u52a8\u5316\u7a0b\u5ea6\uff0c\u5c06\u8fd9\u4e9b\u5c42\u6b21\u201c\u538b\u7f29\u201d\u6210\u4e86\u4e00\u4e2a\u6d51\u7136\u4e00\u4f53\u7684\u6d41\u7545\u4f53\u9a8c\u2014\u2014\u5c31\u50cf\u7535\u5f71\u5c06\u4e8c\u5341\u56db\u5e27\u9759\u6b62\u753b\u9762\u538b\u7f29\u6210\u8fde\u7eed\u7684\u52a8\u6001\u5f71\u50cf\u4e00\u6837\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u4e8e\u524d\u6587\u7684\u8de8\u5b66\u79d1\u8003\u5bdf\uff0c\u6211\u4eec\u5c1d\u8bd5\u63d0\u51fa\u4e00\u4e2a\u65e5\u5e38\u4ea4\u6d41\u7684\u56db\u5c42\u6a21\u578b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b2c\u4e00\u5c42\uff1a\u60c5\u5883\u5efa\u6a21\u4e0e\u5171\u4eab\u9884\u8bbe\u3002<\/strong>&nbsp;\u5728\u4efb\u4f55\u4e00\u53e5\u8bdd\u88ab\u8bf4\u51fa\u4e4b\u524d\uff0c\u4ea4\u6d41\u5c31\u5df2\u7ecf\u5728\u8fd9\u4e00\u5c42\u5f00\u59cb\u4e86\u3002\u5bf9\u8bdd\u8005\u4e4b\u95f4\u5171\u4eab\u7684\u60c5\u5883\u5b9a\u4e49\uff08\u201c\u6211\u4eec\u73b0\u5728\u662f\u5728\u5f00\u73a9\u7b11\u8fd8\u662f\u5728\u8c08\u5224\uff1f\u201d\uff09\u3001\u80cc\u666f\u77e5\u8bc6\uff08\u201c\u8001\u5730\u65b9\u201d\u662f\u54ea\u91cc\uff1f\uff09\u3001\u5171\u540c\u7ecf\u5386\u4e0e\u6587\u5316\u9ed8\u5951\u2014\u2014\u8fd9\u4e9b\u662f\u5bf9\u8bdd\u5f97\u4ee5\u5c55\u5f00\u7684\u201c\u5730\u57fa\u201d\u3002\u6ca1\u6709\u8fd9\u4e00\u5c42\uff0c\u6240\u6709\u8bdd\u8bed\u90fd\u4f1a\u5931\u53bb\u951a\u70b9\u3002\u4ece\u8ba4\u77e5\u89d2\u5ea6\u770b\uff0c\u8fd9\u4e00\u5c42\u6d89\u53ca\u7684\u662f\u793e\u4f1a\u8ba4\u77e5\u548c\u8bed\u7528\u63a8\u7406\u7684\u9ad8\u7ea7\u529f\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b2c\u4e8c\u5c42\uff1a\u5173\u7cfb\u534f\u5546\u4e0e\u6743\u529b\u52a8\u6001\u3002<\/strong>&nbsp;\u5728\u5bf9\u8bdd\u8fdb\u884c\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4ea4\u6d41\u53cc\u65b9\u7684\u5173\u7cfb\u5b9a\u4e49\u662f\u5b9e\u65f6\u5728\u7ebf\u3001\u52a8\u6001\u8c03\u6574\u7684\u3002\u8bf4\u8bdd\u8005\u7684\u7528\u8bcd\u9009\u62e9\u3001\u8bed\u6c14\u53d8\u5316\u3001\u505c\u987f\u4e0e\u6c89\u9ed8\u7684\u8282\u594f\uff0c\u90fd\u5728\u6301\u7eed\u5730\u5411\u5bf9\u65b9\u4f20\u9012\u5173\u4e8e\u5f53\u524d\u6743\u529b\u8ddd\u79bb\u3001\u60c5\u611f\u4eb2\u758f\u548c\u793e\u4f1a\u89d2\u8272\u671f\u5f85\u7684\u4fe1\u53f7\u3002\u5373\u4f7f\u4e00\u4e2a\u4eba\u5634\u4e0a\u8bf4\u7684\u662f\u201c\u6211\u5f88\u597d\u201d\uff0c\u4ed6\u7684\u8bed\u6c14\u548c\u9762\u90e8\u8868\u60c5\u53ef\u80fd\u6b63\u5728\u4f20\u9012\u201c\u6211\u5f88\u4e0d\u597d\u201d\u7684\u4fe1\u606f\u3002\u8fd9\u4e00\u5c42\u7684\u4ea4\u6d41\u4e0e\u53cc\u65b9\u7684\u5173\u7cfb\u52a8\u6001\u5b9e\u65f6\u76f8\u5173\uff0c\u5f80\u5f80\u6bd4\u8bcd\u6c47\u672c\u8eab\u66f4\u8bda\u5b9e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b2c\u4e09\u5c42\uff1a\u53e5\u6cd5\u4e0e\u8bed\u4e49\u67b6\u6784\u3002<\/strong>&nbsp;\u5728\u5f00\u53e3\u4e4b\u524d\uff0c\u5927\u8111\u5df2\u7ecf\u4e3a\u4e00\u4e2a\u5c06\u8981\u8bf4\u51fa\u7684\u53e5\u5b50\u642d\u5efa\u4e86\u62bd\u8c61\u7684\u8bed\u6cd5\u6846\u67b6\uff08\u201c\u8c01\u505a\u4e3b\u8bed\uff1f\u4ec0\u4e48\u662f\u8c13\u8bed\uff1f\u201d\uff09\uff0c\u5e76\u5206\u914d\u4e86\u6838\u5fc3\u7684\u8bed\u4e49\u89d2\u8272\uff08\u201c\u65bd\u4e8b\u8005\u662f\u8c01\uff1f\u53d7\u4e8b\u8005\u662f\u8c01\uff1f\u201d\uff09\u3002\u8fd9\u4e2a\u201c\u811a\u624b\u67b6\u201d\u662f\u8bed\u8a00\u5f97\u4ee5\u7ec4\u7ec7\u8d77\u6765\u7684\u7ed3\u6784\u57fa\u7840\u3002\u8a00\u8bed\u4ea7\u751f\u7814\u7a76\u4e2d\u7684\u7ecf\u5178\u6a21\u578b\u2014\u2014Levelt\uff081989\uff09\u7684\u201c\u6982\u5ff5\u6210\u578b\u5668\u2014\u8f6c\u5316\u5668\u2014\u53d1\u97f3\u5668\u201d\u4e09\u9636\u6bb5\u6a21\u578b\u548cGarrett\uff081982\uff09\u7684\u201c\u4fe1\u606f\u2014\u53e5\u5b50\u2014\u53d1\u97f3\u201d\u5c42\u7ea7\u7406\u8bba\u2014\u2014\u65e9\u5df2\u4e3a\u8fd9\u4e00\u5c42\u7684\u5b58\u5728\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u5b9e\u9a8c\u8bc1\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b2c\u56db\u5c42\uff1a\u8bed\u8a00\u5b9e\u73b0\u4e0e\u8282\u594f\u3002<\/strong>&nbsp;\u524d\u4e09\u5c42\u7684\u6240\u6709\u5904\u7406\u7ed3\u679c\uff0c\u6700\u7ec8\u5728\u8fd9\u4e00\u5c42\u88ab\u8f6c\u6362\u6210\u7ebf\u6027\u7684\u3001\u8fde\u7eed\u7684\u8bed\u97f3\u6216\u6587\u5b57\u6d41\u2014\u2014\u4e5f\u5c31\u662f\u6211\u4eec\u552f\u4e00\u80fd\u76f4\u63a5\u89c2\u5bdf\u5230\u7684\u201c\u8bdd\u8d76\u8bdd\u201d\u5c42\u9762\u3002\u5b83\u50cf\u4e00\u6761\u201c\u4f20\u9001\u5e26\u201d\uff0c\u628a\u6df1\u5c42\u7ed3\u6784\u6253\u5305\u3001\u5c01\u88c5\u3001\u8f93\u51fa\u3002\u4f46\u5b83\u53ea\u662f\u6574\u5ea7\u51b0\u5c71\u6d6e\u51fa\u6c34\u9762\u7684N\u5206\u4e4b\u4e00\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u6a21\u578b\u7684\u7406\u8bba\u6e0a\u6e90\u4e0e\u6bd4\u8f83\u5b9a\u4f4d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8ff0\u56db\u5c42\u6a21\u578b\u5e76\u975e\u51ed\u7a7a\u6784\u5efa\uff0c\u800c\u662f\u5bf9\u8a00\u8bed\u4ea7\u751f\u3001\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66\u548c\u4eba\u9645\u4ea4\u6d41\u4e09\u4e2a\u9886\u57df\u7ecf\u5178\u7406\u8bba\u7684\u6574\u5408\u4e0e\u5ef6\u4f38\u3002\u5982\u4e0b\u8868\u6240\u793a\uff08\u88681\uff09\uff0c\u672c\u6a21\u578b\u4e0e\u65e2\u6709\u7406\u8bba\u5728\u591a\u4e2a\u5c42\u6b21\u4e0a\u5b58\u5728\u660e\u786e\u7684\u5bf9\u5e94\u4e0e\u4e92\u8865\u5173\u7cfb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u88681 \u56db\u5c42\u6a21\u578b\u4e0e\u76f8\u5173\u7406\u8bba\u7684\u5c42\u6b21\u5bf9\u5e94<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u56db\u5c42\u6a21\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">Levelt\/Garrett\u8a00\u8bed\u4ea7\u751f\u6a21\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5927\u8111\u9884\u6d4b\u7f16\u7801\uff08PNAS\uff09<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5362\u6625\u660e\u4e09\u5c42\u6a21\u578b<\/th><\/tr><\/thead><tbody><tr><td>\u7b2c\u4e00\u5c42\uff1a\u60c5\u5883\u5efa\u6a21\u4e0e\u5171\u4eab\u9884\u8bbe<\/td><td>\uff08\u9690\u542b\u4e8e\u201c\u6982\u5ff5\u6210\u578b\u5668\u201d\u7684\u9ad8\u9636\u8bed\u7528\u77e5\u8bc6\uff09<\/td><td>\u2014<\/td><td>\uff08\u9690\u542b\u4e8e\u201c\u5171\u4eab\u8868\u5f81\u201d\u7684\u6784\u5efa\u8fc7\u7a0b\uff09<\/td><\/tr><tr><td>\u7b2c\u4e8c\u5c42\uff1a\u5173\u7cfb\u534f\u5546\u4e0e\u6743\u529b\u52a8\u6001<\/td><td>\u2014<\/td><td>\u2014<\/td><td>\u7b2c\u4e09\u5c42\uff1a\u793e\u4f1a\u5173\u7cfb\u6784\u5efa\u4e0e\u7ef4\u7cfb<\/td><\/tr><tr><td>\u7b2c\u4e09\u5c42\uff1a\u53e5\u6cd5\u4e0e\u8bed\u4e49\u67b6\u6784<\/td><td>\u8f6c\u5316\u5668\/\u53e5\u5b50\u5c42\u6b21<\/td><td>\u8bed\u4e49\u2192\u8bed\u6cd5\u2192\u8bcd\u6c47\u7684\u5c42\u7ea7\u9884\u6d4b<\/td><td>\u7b2c\u4e8c\u5c42\uff1a\u8bed\u4e49\u6982\u5ff5\u7684\u76f8\u4e92\u7406\u89e3<\/td><\/tr><tr><td>\u7b2c\u56db\u5c42\uff1a\u8bed\u8a00\u5b9e\u73b0\u4e0e\u8282\u594f<\/td><td>\u53d1\u97f3\u5668\/\u53d1\u97f3\u5c42\u6b21<\/td><td>\u8bed\u97f3\u9884\u6d4b<\/td><td>\u7b2c\u4e00\u5c42\uff1a\u4e92\u52a8\u5f0f\u8bed\u97f3\u52a0\u5de5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u5bf9\u8a00\u8bed\u4ea7\u751f\u7406\u8bba\u7684\u7ee7\u627f\uff1a\u5fae\u89c2\u8fc7\u7a0b\u7684\u6807\u51c6\u5316\u6846\u67b6<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6a21\u578b\u7684\u7b2c\u4e09\u5c42\uff08\u53e5\u6cd5\u4e0e\u8bed\u4e49\u67b6\u6784\uff09\u548c\u7b2c\u56db\u5c42\uff08\u8bed\u8a00\u5b9e\u73b0\u4e0e\u8282\u594f\uff09\uff0c\u76f4\u63a5\u627f\u88ad\u4e86\u5fc3\u7406\u8bed\u8a00\u5b66\u4e2d\u8a00\u8bed\u4ea7\u751f\u7814\u7a76\u7684\u7ecf\u5178\u8303\u5f0f\u3002Levelt\uff081989\uff09\u63d0\u51fa\u7684\u201c\u6982\u5ff5\u6210\u578b\u5668\u2014\u8f6c\u5316\u5668\u2014\u53d1\u97f3\u5668\u201d\u4e09\u9636\u6bb5\u6a21\u578b\uff0c\u4ee5\u53caGarrett\uff081982\uff09\u7684\u201c\u4fe1\u606f\u2014\u53e5\u5b50\u2014\u53d1\u97f3\u201d\u5c42\u7ea7\u7406\u8bba\uff0c\u65e9\u5df2\u901a\u8fc7\u53e3\u8bef\u5206\u6790\u3001\u53cd\u5e94\u65f6\u5b9e\u9a8c\u548c\u8111\u6210\u50cf\u7814\u7a76\u786e\u7acb\u4e86\u201c\u6982\u5ff5\u2192\u8bed\u6cd5\u2192\u8bed\u97f3\u201d\u7684\u4ea7\u751f\u987a\u5e8f\u3002\u672c\u6a21\u578b\u4fdd\u7559\u4e86\u8fd9\u4e00\u6210\u719f\u7684\u5fae\u89c2\u8def\u5f84\uff0c\u5c06\u5176\u4f5c\u4e3a\u540e\u4e24\u4e2a\u5c42\u6b21\u7684\u6838\u5fc3\u6846\u67b6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u4e0e\u5927\u8111\u9884\u6d4b\u7f16\u7801\u7406\u8bba\u7684\u547c\u5e94\uff1a\u5c42\u7ea7\u7ed3\u6784\u7684\u795e\u7ecf\u73b0\u5b9e\u6027<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u524d\u6240\u8ff0\uff0c\u53d1\u8868\u4e8e\u300aPNAS\u300b\u7684\u9884\u6d4b\u7f16\u7801\u7814\u7a76\u8bc1\u5b9e\u4e86\u5927\u8111\u5728\u8bed\u4e49\u3001\u8bed\u6cd5\u3001\u8bcd\u6c47\u548c\u8bed\u97f3\u7b49\u591a\u4e2a\u5c42\u6b21\u4e0a\u540c\u65f6\u8fdb\u884c\u9884\u6d4b\u7684\u795e\u7ecf\u673a\u5236\u3002\u672c\u6a21\u578b\u6240\u4e3b\u5f20\u7684\u201c\u5206\u5c42\u5904\u7406\u201d\u539f\u5219\uff0c\u5728\u6b64\u83b7\u5f97\u4e86\u6765\u81ea\u751f\u7269\u667a\u80fd\u7684\u72ec\u7acb\u8bc1\u636e\u652f\u6301\u3002\u8fd9\u63d0\u793a\u6211\u4eec\uff0c\u5206\u5c42\u5f88\u53ef\u80fd\u4e0d\u662f\u67d0\u79cd\u7406\u8bba\u504f\u597d\uff0c\u800c\u662f\u590d\u6742\u667a\u80fd\u7cfb\u7edf\u5904\u7406\u8bed\u8a00\u7684\u6df1\u5c42\u7ed3\u6784\u7279\u5f81\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u4e0e\u5362\u6625\u660e\u4e09\u5c42\u6a21\u578b\u7684\u4e92\u8865\uff1a\u4e2a\u4f53\u5185\u4e0e\u4e2a\u4f53\u95f4\u7684\u89c6\u89d2\u6574\u5408<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5362\u6625\u660e\uff082020\uff09\u63d0\u51fa\u7684\u201c\u4eba\u9645\u95f4\u8a00\u8bed\u4ea4\u6d41\u7684\u8ba4\u77e5\u795e\u7ecf\u5c42\u7ea7\u6a21\u578b\u201d\uff0c\u5c06\u4eba\u9645\u4ea4\u6d41\u5212\u5206\u4e3a\u4e92\u52a8\u5f0f\u8bed\u97f3\u52a0\u5de5\u3001\u8bed\u4e49\u6982\u5ff5\u76f8\u4e92\u7406\u89e3\u548c\u793e\u4f1a\u5173\u7cfb\u6784\u5efa\u4e09\u4e2a\u5c42\u6b21\uff0c\u662f\u8be5\u9886\u57df\u6700\u5177\u4ee3\u8868\u6027\u7684\u795e\u7ecf\u8ba4\u77e5\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4ee5\u8d85\u626b\u63cf\u6280\u672f\u4e3a\u57fa\u7840\uff0c\u63ed\u793a\u4e86\u4e0d\u540c\u5c42\u6b21\u4ea4\u6d41\u4f9d\u8d56\u4e8e\u4e0d\u540c\u8111\u533a\u95f4\u7684\u201c\u8111\u95f4\u540c\u6b65\u201d\u2014\u2014\u4f8b\u5982\uff0c\u989e\u53f6\u76ae\u5c42\u8d1f\u8d23\u8bdd\u8f6e\u4fe1\u606f\u7684\u540c\u6b65\uff0c\u800c\u5185\u4fa7\u524d\u989d\u53f6\u76ae\u5c42\u8d1f\u8d23\u8bdd\u9898\u4fe1\u606f\u7684\u540c\u6b65\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6a21\u578b\u4e0e\u5362\u6625\u660e\u6a21\u578b\u7684\u6838\u5fc3\u5dee\u5f02\u5728\u4e8e\uff1a<strong>\u524d\u8005\u662f\u201c\u4e2a\u4f53\u5185\u2014\u4e2a\u4f53\u95f4\u201d\u7684\u7efc\u5408\u6a21\u578b\uff0c\u540e\u8005\u662f\u7eaf\u7cb9\u7684\u201c\u4e2a\u4f53\u95f4\u201d\u6a21\u578b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u800c\u8a00\uff0c\u5362\u6625\u660e\u6a21\u578b\u7684\u8d77\u70b9\u662f\u201c\u4ed6\u4eba\u7684\u58f0\u97f3\u201d\uff0c\u4ee5\u7b2c\u4e09\u5c42\u7684\u201c\u793e\u4f1a\u5173\u7cfb\u6784\u5efa\u201d\u4e3a\u7ec8\u6781\u76ee\u6807\uff0c\u5176\u6838\u5fc3\u673a\u5236\u662f\u201c\u8111\u95f4\u795e\u7ecf\u540c\u6b65\u201d\uff1b\u800c\u672c\u6a21\u578b\u7684\u8d77\u70b9\u662f\u201c\u8bf4\u8bdd\u8005\u7684\u5185\u5728\u610f\u56fe\u201d\uff0c\u4ee5\u7b2c\u4e00\u5c42\u7684\u201c\u60c5\u5883\u5efa\u6a21\u201d\u4e3a\u5148\u51b3\u6761\u4ef6\uff0c\u4ee5\u7b2c\u56db\u5c42\u7684\u201c\u8bed\u97f3\u5b9e\u73b0\u201d\u4e3a\u6700\u7ec8\u8f93\u51fa\u3002\u4e24\u4e2a\u6a21\u578b\u7684\u5c42\u6b21\u5e76\u975e\u4e00\u4e00\u7ebf\u6027\u5bf9\u5e94\uff0c\u800c\u662f\u5b58\u5728\u4e00\u79cd\u201c\u9519\u4f4d\u7684\u4e92\u8865\u201d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u672c\u6a21\u578b\u7684\u7b2c\u4e00\u3001\u4e8c\u5c42\uff08\u60c5\u5883\u5efa\u6a21\u3001\u5173\u7cfb\u534f\u5546\uff09\u4e3a\u5362\u6625\u660e\u6a21\u578b\u7684\u7b2c\u4e09\u5c42\uff08\u793e\u4f1a\u5173\u7cfb\u6784\u5efa\uff09\u63d0\u4f9b\u4e86<strong>\u4e2a\u4f53\u5185\u90e8\u7684\u5fc3\u7406\u64cd\u4f5c\u7ec6\u8282<\/strong>\u2014\u2014\u793e\u4f1a\u5173\u7cfb\u7684\u6784\u5efa\u5e76\u975e\u51ed\u7a7a\u53d1\u751f\uff0c\u800c\u662f\u59cb\u4e8e\u4e2a\u4f53\u5bf9\u60c5\u5883\u7684\u89e3\u8bfb\u548c\u5bf9\u6743\u529b\u5173\u7cfb\u7684\u8bc4\u4f30\u3002<\/li>\n\n\n\n<li>\u672c\u6a21\u578b\u7684\u7b2c\u4e09\u3001\u56db\u5c42\uff08\u53e5\u6cd5\u67b6\u6784\u3001\u8bed\u97f3\u5b9e\u73b0\uff09\u5219\u4e3a\u5362\u6625\u660e\u6a21\u578b\u7684\u7b2c\u4e00\u5c42\uff08\u8bed\u97f3\u52a0\u5de5\uff09\u8865\u5145\u4e86<strong>\u8a00\u8bed\u4ea7\u751f\u7684\u4e0a\u6e38\u8fc7\u7a0b<\/strong>\u2014\u2014\u8bed\u97f3\u4fe1\u53f7\u4e0d\u662f\u51ed\u7a7a\u51fa\u73b0\u7684\uff0c\u5b83\u7ecf\u5386\u4e86\u4e00\u4e2a\u4ece\u6982\u5ff5\u5230\u8bed\u6cd5\u518d\u5230\u53d1\u97f3\u7684\u5b8c\u6574\u751f\u4ea7\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<p 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has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u7efc\u5408\u8ba8\u8bba\uff1a\u4ea4\u6d41\u4f5c\u4e3a\u4e00\u79cd\u201c\u6709\u635f\u538b\u7f29\u201d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c06\u4e0a\u8ff0\u4e09\u4e2a\u677f\u5757\u2014\u2014NLA\u7684\u5206\u5c42\u89e3\u7801\u3001\u8111\u79d1\u5b66\u7684\u5206\u5c42\u63a2\u7d22\u3001\u4ee5\u53ca\u6211\u4eec\u63d0\u51fa\u7684\u56db\u5c42\u4ea4\u6d41\u6a21\u578b\u2014\u2014\u5e76\u7f6e\u8003\u5bdf\uff0c\u4e00\u4e2a\u66f4\u6df1\u5c42\u7684\u547d\u9898\u6d6e\u73b0\u51fa\u6765\uff1a<strong>\u6211\u4eec\u65e5\u5e38\u4f53\u9a8c\u5230\u7684\u6d41\u7545\u4ea4\u6d41\uff0c\u672c\u8d28\u4e0a\u662f\u5927\u8111\u5bf9\u591a\u5c42\u590d\u6742\u5904\u7406\u8fdb\u884c\u7684\u4e00\u6b21\u6781\u81f4\u201c\u6709\u635f\u538b\u7f29\u201d\u3002<\/strong><\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u540c\u6837\u5730\uff0c\u5f53\u6211\u4eec\u9762\u5bf9AI\u7cfb\u7edf\u65f6\uff0c\u7406\u89e3\u5176\u201c\u601d\u8003\u201d\u7684\u5206\u5c42\u7ed3\u6784\uff0c\u4e5f\u8ba9\u6211\u4eec\u5f97\u4ee5\u8d85\u8d8a\u201c\u5b83\u53ea\u662f\u4e00\u6bb5\u4ee3\u7801\u201d\u7684\u7c97\u66b4\u8fd8\u539f\u8bba\uff0c\u540c\u65f6\u53c8\u907f\u514d\u843d\u5165\u201c\u5b83\u5df2\u7ecf\u6709\u4e86\u610f\u8bc6\u201d\u7684\u6d6a\u6f2b\u5316\u53d9\u4e8b\u3002\u6211\u4eec\u53ef\u4ee5\u5728\u4e24\u8005\u4e4b\u95f4\u627e\u5230\u4e00\u4e2a\u66f4\u5177\u5206\u6790\u6027\u3001\u4e5f\u66f4\u8bda\u5b9e\u7684\u7acb\u8db3\u70b9\uff1aAI\u662f\u4e00\u4e2a\u6b63\u5728\u8fd0\u884c\u7684\u591a\u5c42\u4fe1\u606f\u7cfb\u7edf\uff0c\u800c\u6211\u4eec\u5df2\u7ecf\u5f00\u59cb\u62e5\u6709\u4e86\u9010\u5c42\u5ba1\u89c6\u5b83\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u5982\u672c\u6587\u6240\u5c1d\u8bd5\u8bba\u8bc1\u7684\uff1a\u6211\u4eec\u65e5\u5e38\u4ea4\u6d41\u7684\u6d41\u7545\u8868\u8c61\uff0c\u5176\u5e95\u5c42\u662f\u5206\u5c42\u5efa\u6784\u7684\u2014\u2014\u4ece\u60c5\u5883\u5efa\u6a21\u5230\u5173\u7cfb\u534f\u5546\uff0c\u4ece\u53e5\u6cd5\u67b6\u6784\u5230\u8bed\u97f3\u5b9e\u73b0\uff0c\u6bcf\u4e00\u4e2a\u5c42\u6b21\u90fd\u6709\u5176\u72ec\u7279\u7684\u8ba4\u77e5\u795e\u7ecf\u57fa\u7840\uff0c\u4e5f\u90fd\u5728\u7ecf\u5178\u7684\u8a00\u8bed\u4ea7\u751f\u6a21\u578b\u3001\u5927\u8111\u9884\u6d4b\u7f16\u7801\u7406\u8bba\u548c\u4eba\u9645\u4ea4\u6d41\u795e\u7ecf\u6a21\u578b\u4e2d\u83b7\u5f97\u4e86\u72ec\u7acb\u5370\u8bc1\u3002\u800cNLA\u6559\u4f1a\u6211\u4eec\u7684\u662f\uff1a\u8fd9\u4e9b\u5c42\u6b21\u4e0d\u4ec5\u662f\u7406\u8bba\u6784\u60f3\uff0c\u66f4\u662f\u53ef\u4ee5\u88ab\u201c\u51bb\u7ed3\u201d\u3001\u88ab\u201c\u7ffb\u8bd1\u201d\u3001\u751a\u81f3\u88ab\u201c\u5e72\u9884\u201d\u7684\u64cd\u4f5c\u73b0\u5b9e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53AI\u7814\u7a76\u5f00\u59cb\u501f\u7528\u201c\u601d\u60f3\u622a\u9762\u201d\u3001\u201c\u6fc0\u6d3b\u72b6\u6001\u201d\u8fd9\u6837\u7684\u8bcd\u6c47\u6765\u89e3\u8bfb\u6a21\u578b\u5185\u90e8\uff0c\u5f53\u6211\u4eec\u57fa\u4e8e\u6b64\u6784\u5efa\u51fa\u4e0e\u8111\u79d1\u5b66\u7ecf\u5178\u6a21\u578b\u5bf9\u8bdd\u7684\u4eba\u9645\u4ea4\u6d41\u5c42\u6b21\u7406\u8bba\uff0c\u6211\u4eec\u4e0d\u518d\u4ec5\u4ec5\u662f\u4f7f\u7528\u8bed\u8a00\uff0c\u6211\u4eec\u5f00\u59cb\u7406\u89e3\u8bed\u8a00\u4f55\u4ee5\u53ef\u80fd\u2014\u2014\u8fd9\u4e5f\u662fAI\u63a2\u7d22\u6240\u7ed9\u4e88\u6211\u4eec\u7684\u73cd\u8d35\u81ea\u7701\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u53c2\u8003\u6587\u732e<\/h2>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Anthropic. (2026). Towards Monosemanticity: Natural Language Autoencoders.&nbsp;<em>Transformer Circuits Thread<\/em>.<\/li>\n\n\n\n<li>Garrett, M. F. (1982). Production of speech: Observations from normal and pathological language use. In A. W. Ellis (Ed.),&nbsp;<em>Normality and Pathology in Cognitive Functions<\/em>. Academic Press.<\/li>\n\n\n\n<li>Huth, A. G., de Heer, W. A., Griffiths, T. L., Theunissen, F. E., &amp; Gallant, J. L. (2023). Semantic reconstruction of continuous language from non-invasive brain recordings.&nbsp;<em>Nature Neuroscience<\/em>.<\/li>\n\n\n\n<li>Levelt, W. J. M. (1989).&nbsp;<em>Speaking: From Intention to Articulation<\/em>. MIT Press.<\/li>\n\n\n\n<li>Lu, C., &amp; Zhang, Y. (2020). A hierarchical model for interpersonal verbal communication.&nbsp;<em>Social Cognitive and Affective Neuroscience<\/em>, 16(1-2), 237-250.<\/li>\n\n\n\n<li>PSST! Model: Articulatory-based speech synthesis from intracranial brain signals. (2024).&nbsp;<em>Nature Communications<\/em>.<\/li>\n\n\n\n<li>Tang, J., LeBel, A., Jain, S., &amp; Huth, A. G. (2023). Brain2Music: Reconstructing Music from Human Brain Activity.&nbsp;<em>arXiv preprint<\/em>.<\/li>\n\n\n\n<li>Willems, R. M., Frank, S. L., Nijhof, A. D., Hagoort, P., &amp; Van den Bosch, A. (2016). Prediction during natural language comprehension.&nbsp;<em>Proceedings of the National Academy of Sciences<\/em>, 113(24), 6667-6672.<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u672c\u6587\u4e3a\u8de8\u5b66\u79d1\u8bc4\u8bba\u6587\u7ae0\uff0c\u65e8\u5728\u4fc3\u8fdb\u5bf9\u4eba\u5de5\u667a\u80fd\u4e0e\u4eba\u7c7b\u8ba4\u77e5\u7684\u6574\u5408\u6027\u601d\u8003\u3002\u6587\u4e2d\u63d0\u51fa\u7684\u56db\u5c42\u6a21\u578b\u4e3a\u5206\u6790\u6027\u6846\u67b6\uff0c\u4e0d\u540c\u4ea4\u6d41\u60c5\u5883\u4e0b\u7684\u5c42\u6b21\u6743\u91cd\u4e0e\u4e92\u52a8\u65b9\u5f0f\u53ef\u80fd\u5b58\u5728\u5dee\u5f02\uff0c\u6709\u5f85\u8fdb\u4e00\u6b65\u7684\u5b9e\u8bc1\u68c0\u9a8c\u3002<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026\u5e745\u6708\uff0cAnthropic\u516c\u53f8\u53d1\u5e03\u4e86\u201c\u81ea\u7136\u8bed\u8a00\u81ea\u7f16\u7801\u5668\u201d\u7814\u7a76\uff0c\u9996\u6b21\u5b9e\u73b0\u4e86\u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5185\u90e8\u6fc0\u6d3b\u72b6\u6001\u76f4\u63a5 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-5","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.mody.pro\/index.php?rest_route=\/wp\/v2\/posts\/5","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mody.pro\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mody.pro\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mody.pro\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mody.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5"}],"version-history":[{"count":2,"href":"https:\/\/www.mody.pro\/index.php?rest_route=\/wp\/v2\/posts\/5\/revisions"}],"predecessor-version":[{"id":43,"href":"https:\/\/www.mody.pro\/index.php?rest_route=\/wp\/v2\/posts\/5\/revisions\/43"}],"wp:attachment":[{"href":"https:\/\/www.mody.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mody.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mody.pro\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}