{"id":53998,"date":"2024-12-05T21:23:10","date_gmt":"2024-12-05T13:23:10","guid":{"rendered":"https:\/\/swarma.org\/?p=53998"},"modified":"2024-12-05T21:23:10","modified_gmt":"2024-12-05T13:23:10","slug":"pnas%e9%80%9f%e9%80%92%ef%bc%9a%e8%b7%a8%e7%a5%9e%e7%bb%8f%e5%85%83%e7%be%a4%e8%b7%9f%e8%b8%aa%e7%a5%9e%e7%bb%8f%e6%b5%81%e5%bd%a2%e7%9a%84%e6%8b%93%e6%89%91%e7%bb%93%e6%9e%84","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=53998","title":{"rendered":"PNAS\u901f\u9012\uff1a\u8de8\u795e\u7ecf\u5143\u7fa4\u8ddf\u8e2a\u795e\u7ecf\u6d41\u5f62\u7684\u62d3\u6251\u7ed3\u6784"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aTracking the topology of neural manifolds across populations<\/span><\/section>\n
\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2407997121<\/span><\/section>\n
\u671f\u520a\u540d\u79f0\uff1aPNAS<\/em><\/span><\/section>\n<\/blockquote>\n

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\u795e\u7ecf\u6d41\u5f62\u662f\u63cf\u8ff0\u795e\u7ecf\u7fa4\u4f53\u6d3b\u52a8\u7684\u4e00\u79cd\u6570\u5b66\u6a21\u578b\uff0c\u53ef\u4ee5\u770b\u4f5c\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u7684\u51e0\u4f55\u7ed3\u6784\u3002\u795e\u7ecf\u6d41\u5f62\u7684\u62d3\u6251\u7ed3\u6784\uff0c\u5982\u5faa\u73af\u6216\u5b54\u6d1e\uff0c\u63ed\u793a\u4e86\u795e\u7ecf\u5143\u7f16\u7801\u4fe1\u606f\u7684\u65b9\u5f0f\u3002\u4f20\u7edf\u7814\u7a76\u5927\u591a\u4f9d\u8d56\u964d\u7ef4\u6280\u672f\u6765\u5206\u6790\u8fd9\u4e9b\u6d41\u5f62\u7684\u5f62\u72b6\uff0c\u4f46\u662f\u5f88\u53ef\u80fd\u4e22\u5931\u91cd\u8981\u7684\u975e\u7ebf\u6027\u4fe1\u606f\u3002\u8fd1\u65e5\u53d1\u8868\u5728 PNAS<\/em> <\/em>\u7684\u4e00\u7bc7\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u6570\u5b66\u6846\u67b6\u2014\u2014\u62d3\u6251\u5faa\u73af\u5bf9\u5e94\u65b9\u6cd5<\/strong><\/span>\uff08Method of Analogous Cycles, MAC\uff09<\/span>\uff0c\u7528\u4e8e\u5206\u6790\u548c\u6bd4\u8f83\u795e\u7ecf\u6d41\u5f62\u7684\u62d3\u6251\u7279\u6027\uff0c\u4e3a\u7406\u89e3\u5927\u8111\u7684\u7f16\u7801\u673a\u5236\u548c\u8de8\u8111\u533a\u4fe1\u606f\u4f20\u9012\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u3002<\/span><\/section>\n

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\u8be5\u65b9\u6cd5\u4f7f\u7528\u7684\u662f\u795e\u7ecf\u5143\u6d3b\u52a8\u7684\u9ad8\u7ef4\u65f6\u95f4\u5e8f\u5217\uff0c\u6bcf\u4e2a\u65f6\u95f4\u70b9\u7684\u6570\u636e\u88ab\u89c6\u4f5c\u9ad8\u7ef4\u7a7a\u95f4\u7684\u4e00\u4e2a\u70b9\uff0c\u8fd9\u4e9b\u70b9\u5171\u540c\u6784\u6210\u4e00\u4e2a\u795e\u7ecf\u6d41\u5f62\u3002\u4f7f\u7528\u62d3\u6251\u5b66\u4e2d\u7684\u6301\u7eed\u540c\u8c03<\/strong><\/span>\uff08persistent homology\uff09<\/span>\u6280\u672f\u91cf\u5316\u795e\u7ecf\u6d41\u5f62\u7684\u7ed3\u6784\u7279\u5f81\uff0c\u5305\u62ec\u8fde\u901a\u5206\u652f\u3001\u95ed\u5408\u5faa\u73af\u548c\u9ad8\u7ef4\u7a7a\u8154\u5b54\u6d1e\u3002\u57fa\u4e8e\u4e24\u4e2a\u76f8\u5173\u7cfb\u7edf\u7684\u6301\u7eed\u540c\u8c03\u4ee5\u53ca\u5b83\u4eec\u4e4b\u95f4\u7684\u8de8\u7cfb\u7edf\u76f8\u5f02\u6027\u5ea6\u91cf\uff0cMAC \u7f16\u7801\u4e86\u6bcf\u4e2a\u7cfb\u7edf\u4e2d\u7684\u611f\u53d7\u91ce\u5bb6\u65cf\u5982\u4f55\u201c\u89c1\u8bc1\u201d\u53e6\u4e00\u4e2a\u7cfb\u7edf\u4e2d\u7684\u611f\u53d7\u91ce\u3002\u901a\u8fc7\u5229\u7528\u8fd9\u4e00\u7f16\u7801\uff0c\u8be5\u65b9\u6cd5\u679a\u4e3e\u4e86\u6240\u6709\u53ef\u80fd\u7b26\u5408\u8de8\u7cfb\u7edf\u76f8\u5f02\u6027\u5ea6\u91cf\u7684\u62d3\u6251\u7279\u5f81\u5173\u7cfb\uff0c\u53ef\u4ee5\u7528\u4e8e\u91cf\u5316\u4e0d\u540c\u795e\u7ecf\u7fa4\u4f53\u4e4b\u95f4\u7684\u4fe1\u606f\u4f20\u9012\u6216\u7f16\u7801\u76f8\u4f3c\u6027\u3002<\/span><\/section>\n

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\u5b9e\u9a8c\u663e\u793a\uff0c\u5728\u6a21\u62df\u6570\u636e\u4e2d\u6784\u5efa\u4e86\u5df2\u77e5\u62d3\u6251\u7ed3\u6784\u7684\u795e\u7ecf\u6d41\u5f62\u3002MAC\u65b9\u6cd5\u6210\u529f\u68c0\u6d4b\u5e76\u5339\u914d\u4e86\u8fd9\u4e9b\u62d3\u6251\u7279\u5f81\uff0c\u5373\u4f7f\u6570\u636e\u4e2d\u5b58\u5728\u566a\u58f0\uff0c\u4e5f\u80fd\u4fdd\u6301\u8f83\u9ad8\u7684\u51c6\u786e\u6027\u3002\u5728\u771f\u5b9e\u751f\u7269\u6570\u636e\u4e2d\uff0c\u5728\u5c0f\u9f20\u7684\u89c6\u89c9\u76ae\u5c42\u548c\u524d\u5916\u4fa7\u76ae\u5c42\u4e2d\uff0c\u53d1\u73b0\u8fd9\u4e24\u4e2a\u8111\u533a\u5171\u4eab\u4e00\u4e2a\u7a33\u5b9a\u7684\u5faa\u73af\u7279\u5f81\uff0c\u4e0e\u5c0f\u9f20\u5bf9\u89c6\u89c9\u65b9\u5411\u7f16\u7801\u7684\u795e\u7ecf\u6d3b\u52a8\u9ad8\u5ea6\u4e00\u81f4\uff0c\u540c\u65f6\u4e5f\u8868\u660e\u4e0d\u540c\u8111\u533a\u5728\u5904\u7406\u540c\u4e00\u4fe1\u606f\u65f6\u53ef\u80fd\u901a\u8fc7\u76f8\u4f3c\u7684\u62d3\u6251\u7ed3\u6784\u5b9e\u73b0\u534f\u540c<\/strong>\u3002<\/span><\/section>\n

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\u7efc\u4e0a\uff0c\u4e0d\u540c\u4e8e\u4f20\u7edf\u6d41\u884c\u964d\u7ef4\u5206\u6790\uff0c\u8be5\u65b9\u6cd5\u76f4\u63a5\u5728\u9ad8\u7ef4\u6570\u636e\u4e2d\u64cd\u4f5c\uff0c\u4fdd\u7559\u4e86\u66f4\u591a\u975e\u7ebf\u6027\u7ed3\u6784\u4fe1\u606f\uff1b\u901a\u8fc7\u5206\u6790\u795e\u7ecf\u5143\u7fa4\u4f53\u7684\u62d3\u6251\u7279\u6027\uff0c\u4e3a\u7406\u89e3\u5927\u8111\u5982\u4f55\u6574\u5408\u548c\u4f20\u9012\u4fe1\u606f\u63d0\u4f9b\u4e86\u65b0\u5de5\u5177\uff1b\u6b64\u5916\uff0c\u8fd8\u53ef\u7528\u4e8e\u6bd4\u8f83\u4e0d\u540c\u8111\u533a\u4e4b\u95f4\u7684\u4fe1\u606f\u4f20\u9012\u673a\u5236\uff0c\u542f\u53d1\u795e\u7ecf\u7fa4\u4f53\u6d3b\u52a8\u4e2d\u590d\u6742\u4fe1\u606f\u8868\u5f81\u5728\u4e0d\u540c\u8111\u533a\u4e4b\u95f4\u7684\u6f14\u5316\u89c4\u5f8b\uff1b\u6700\u540e\uff0c\u7ed3\u5408\u523a\u6fc0\u548c\u884c\u4e3a\u7684\u89c2\u6d4b\u8d4b\u4e88\u8fd9\u4e9b\u8868\u5f81\u8bed\u4e49\u3002<\/span><\/section>\n

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\u56fe 1. \u795e\u7ecf\u6d41\u5f62\u7684\u8de8\u795e\u7ecf\u5143\u7fa4\u62d3\u6251\u6bd4\u8f83\u3002(A) \u7ec4\u5408\u8c03\u8c10\u66f2\u7ebf\u53ef\u4ee5\u8868\u5f81\u7ebf\u6027\u548c\u975e\u7ebf\u6027\u7684\u795e\u7ecf\u6d41\u5f62\u3002(B) \u901a\u8fc7\u6301\u7eed\u540c\u8c03\u4ece\u76f8\u5f02\u6027\u77e9\u9635\u4e2d\u68c0\u6d4b\u5faa\u73af\u7279\u5f81\u3002\u7ed9\u5b9a\u4e00\u4e2a\u76f8\u5f02\u6027\u77e9\u9635\uff0c\u5bf9\u5355\u7eaf\u590d\u5f62\u8fdb\u884c\u8fc7\u6ee4\uff0c\u5728\u4e0d\u540c\u9608\u503c\u4e0b\u7f16\u7801\u7cfb\u7edf\u7684\u62d3\u6251\u7279\u6027\u3002\u603b\u7ed3\u62d3\u6251\u7279\u5f81\u7684\u201c\u51fa\u751f\u201d\u548c\u201c\u6b7b\u4ea1\u201d\u9608\u503c\u5728\u6301\u7eed\u56fe\u4e2d\u3002(C) MAC\u65b9\u6cd5\u5339\u914d\u62d3\u6251\u7279\u5f81\u3002\u5bf9\u4e8e\u7cfb\u7edf P \u548c Q\uff0c\u4f7f\u7528\u76f8\u5f02\u6027\u77e9\u9635\u8ba1\u7b97\u5bf9\u5e94\u7684\u6301\u7eed\u56fe\u3002\u5bf9\u4e8e\u8de8\u7cfb\u7edf\u7684\u76f8\u5f02\u6027\u77e9\u9635\uff0c\u521b\u5efa\u4e00\u4e2a\u89c1\u8bc1\u8fc7\u6ee4\uff08witness filtration\uff09\uff0c\u5e76\u5728\u6301\u4e45\u56fe\u4e2d\u603b\u7ed3\u5176\u7279\u5f81\u3002\u56fe\u4e2d\u4e94\u89d2\u661f\u6807\u8bb0\u4e86\u4e24\u4e2a\u7cfb\u7edf\u95f4\u5171\u4eab\u7684\u4e00\u4e2a\u7279\u5f81\u3002MAC \u65b9\u6cd5\u5339\u914d\u8be5\u7279\u5f81\u5728\u4e24\u7cfb\u7edf\u7684\u6301\u7eed\u56fe\u4e2d\u7684\u8868\u5f81\u3002\u6700\u53f3\u4fa7\u7684\u7a7a\u6a21\u578b\u5339\u914d\u77e9\u9635\u63d0\u4f9b\u4e86\u5728\u51e0\u4f55\u96f6\u6a21\u578b\u4e0b\uff0c\u65b9\u6cd5\u4e3a\u4e24\u7cfb\u7edf\u6301\u7eed\u56fe\u4e2d\u6bcf\u5bf9\u70b9\u4e0e WPD \u7279\u5f81\u5339\u914d\u7684\u6982\u7387\u3002<\/span><\/p>\n


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\u56fe 2. MAC\u65b9\u6cd5\u5728\u6a21\u62df\u89c6\u89c9\u7cfb\u7edf\u4e2d\u6b63\u786e\u5339\u914d\u7279\u5f81\u3002(A) \u523a\u6fc0\u89c6\u9891\u5448\u73b0\u7ed9\u4e00\u7ec4\u6a21\u62df\u7684\u7b80\u5355\u5c16\u5cf0\u7ec6\u80de\u3002\u8fd9\u4e9b\u7ec6\u80de\u4ea7\u751f\u7684\u5c16\u5cf0\u4fe1\u53f7\u88ab\u4f20\u9012\u7ed9\u5206\u522b\u5bf9\u523a\u6fc0\u7684\u65b9\u5411\u548c\u8fd0\u52a8\u7279\u5f81\u8c03\u8c10\u7684\u795e\u7ecf\u5143\u7fa4\u4f53\u3002(B) \u89c6\u9891\u523a\u6fc0\u7531\u4e00\u4e2a40,000\u5e27\u7684\u89c6\u9891\u7ec4\u6210\uff0c\u5185\u5bb9\u4e3a\u56fa\u5b9a\u65b9\u5411\u7684\u5706\u5f62\u6761\u7eb9\u5149\u6805\u3002\u5149\u6805\u4e2d\u5fc3\u4ee5\u56fa\u5b9a\u65b9\u5411\u548c\u901f\u5ea6\u8fd0\u52a8\uff0c\u5728\u8fb9\u754c\u5904\u5faa\u73af\u81f3\u5bf9\u4fa7\u8fb9\u7f18\u3002(C) \u6a21\u62df\u7b80\u5355\u5c16\u5cf0\u7ec6\u80de\u3002\u7b80\u5355\u7ec6\u80de\u7684\u653e\u7535\u7387\u8ba1\u7b97\u4e3a\u523a\u6fc0\u89c6\u9891\u5e27\u4e0e\u4fee\u6b63\u7684Gabor\u6ee4\u6ce2\u5668\u4e4b\u95f4\u70b9\u79ef\u7684\u4fee\u6b63\u503c\u3002(D) \u6a21\u62df\u65b9\u5411\u654f\u611f\u548c\u8fd0\u52a8\u65b9\u5411\u7ec6\u80de\u3002(E) \u5de6\u4fa7\uff1a\u523a\u6fc0\u7684\u4e09\u4e2a\u663e\u8457\u7684\u5faa\u73af\u7279\u5f81\u5168\u90e8\u6210\u529f\u5339\u914d\u5230\u7b80\u5355\u7ec6\u80de\u7684\u795e\u7ecf\u6d41\u5f62\u4e2d\u3002\u53f3\u4e0a\uff1a\u7b80\u5355\u7ec6\u80de\u795e\u7ecf\u6d41\u5f62\u4e2d\u7684\u4e00\u4e2a\u5faa\u5339\u914d\u5230\u65b9\u5411\u654f\u611f\u7fa4\u4f53\u4e2d\u7684\u552f\u4e00\u663e\u8457\u7279\u5f81\uff0c\u8fd9\u8868\u660e\u7b80\u5355\u7ec6\u80de\u7f16\u7801\u7684\u4fe1\u606f\u88ab\u6295\u5c04\u5230\u65b9\u5411\u654f\u611f\u7ec6\u80de\u3002\u53f3\u4e0b\uff1a\u7b80\u5355\u7ec6\u80de\u4e0e\u8fd0\u52a8\u65b9\u5411\u7ec6\u80de\u4e4b\u95f4\u672a\u53d1\u73b0\u5339\u914d\uff0c\u8fd9\u8868\u660e\u8fd0\u52a8\u65b9\u5411\u7ec6\u80de\u7f16\u7801\u4e86\u65b0\u7684\u7279\u5f81\u3002<\/span><\/section>\n

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\u56fe 3. \u5b9e\u9a8c\u6570\u636e\u4e2d\u795e\u7ecf\u7f16\u7801\u4f20\u64ad\u7684\u7c7b\u4f3c\u5faa\u73af\u65b9\u6cd5\u3002(A) \u53cc\u8111\u533a\u53cc\u5149\u5b50\u9499\u6210\u50cf\u7684\u793a\u610f\u56fe\u3002\u9876\u90e8\u663e\u793a\u4e86\u5c0f\u9f20\u521d\u7ea7\u89c6\u89c9\u533a\uff08V1\uff09\u548c\u524d\u5916\u4fa7\u89c6\u89c9\u533a\uff08AL\uff09\u7684\u53cc\u8111\u533a\u53cc\u5149\u5b50\u9499\u6210\u50cf\u5b9e\u9a8c\uff08\u5de6\uff09\u3002\u901a\u8fc7\u9499\u4f20\u611f\u5668\u7684\u52a8\u529b\u5b66\u63a8\u65ad\u795e\u7ecf\u5143\u5c16\u5cf0\u5e8f\u5217\uff08\u53f3\uff09\u3002(B) \u5b9e\u9a8c\u523a\u6fc0\u8bbe\u8ba1\u3002\u5c0f\u9f20\u89c2\u770b\u7684\u89c6\u9891\u5305\u542b\u56db\u79cd\u65b9\u5411\u7684\u6f02\u79fb\u6761\u7eb9\u5149\u6805\u3002\u6bcf\u79cd\u523a\u6fc0\u91cd\u590d\u5448\u73b020\u6b21\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u795e\u7ecf\u5143\uff0c\u8ba1\u7b97\u4e86\u8bd5\u9a8c\u6c47\u603b\u540e\u7684\u5c16\u5cf0\u5e8f\u5217\u3002(C) MAC\u65b9\u6cd5\u7684\u7ed3\u679c\u3002\u8be5\u65b9\u6cd5\u5728 V1 \u548c AL \u7684\u6301\u7eed\u56fe\u4e2d\u8bc6\u522b\u51fa\u4e00\u5bf9\u70b9\uff0c\u5b83\u4eec\u5171\u540c\u7f16\u7801\u4e86\u76f8\u540c\u7684\u5faa\u73af\u4fe1\u606f\u3002<\/span><\/p>\n


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


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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span>\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u4ece\u590d\u6742\u795e\u7ecf\u52a8\u529b\u5b66\u5230\u7c7b\u8111\u4eba\u5de5\u667a\u80fd<\/strong><\/a><\/p>\n


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<\/section>\n<\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
1. <\/strong>\u7a81\u89e6\u52a8\u529b\u5b66\u5982\u4f55\u542f\u53d1\u5bf9\u5927\u8111\u795e\u7ecf\u7f51\u7edc\u7684\u8ba4\u8bc6\uff1f<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
2. <\/strong>\u8111\u7f51\u7edc\u4e2d\u7684\u9ad8\u9636\u62d3\u6251\u7ed3\u6784<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
3. <\/strong>\u62d3\u6251\u6df1\u5ea6\u5b66\u4e60\u6355\u6349\u6570\u636e\u7684\u9ad8\u9636\u5173\u7cfb\uff1a\u4fe1\u606f\u4f20\u9012\u62d3\u6251\u795e\u7ecf\u7f51\u7edc\u6982\u8ff0<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/strong>\u9f99\u5e74\u5927\u8fd0\u8d77\uff0c\u5b66\u4e60\u6b63\u5f53\u65f6\uff01\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/section>\n

6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n


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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n

<\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u5173\u952e\u8bcd\uff1a\u795e\u7ecf\u6d41\u5f62\uff0c\u5927\u8111\u7f16\u7801\u673a\u5236\uff0c\u8de8\u8111\u533a\u4fe1\u606f\u4f20\u9012\uff0c\u62d3\u6251\u7ed3\u6784\uff0c\u6301\u7eed\u540c\u8c03\uff0c\u975e\u7ebf\u6027 \u8bba\u6587\u9898\u76ee\uff1aTracking the topology of neural manifolds across populations \u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.240…<\/p>\n","protected":false},"author":0,"featured_media":53992,"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\/53998"}],"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=53998"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/53998\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/53992"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=53998"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=53998"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=53998"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=53998"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}