{"id":8744,"date":"2026-06-02T21:29:36","date_gmt":"2026-06-02T13:29:36","guid":{"rendered":"https:\/\/infernews.com\/blog\/brain-it-vqa\/"},"modified":"2026-06-02T21:29:36","modified_gmt":"2026-06-02T13:29:36","slug":"brain-it-vqa","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/brain-it-vqa\/","title":{"rendered":"\u5f9e\u8166\u90e8\u8a0a\u865f\u5230\u5f71\u50cf\u554f\u7b54\uff1aBrain-IT-VQA \u6846\u67b6\u89e3\u78bc\u5927\u8166\u8996\u89ba\u7406\u89e3"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/pasted-1bff47f0be99.jpg\" alt=\"Weizmann Institute of Science\"><\/figure>\n<p>Brain-IT-VQA \u662f\u4e00\u5957\u5f9e fMRI\uff08\u529f\u80fd\u6027\u78c1\u5171\u632f\u9020\u5f71\uff09\u8166\u90e8\u8a0a\u865f\u51fa\u767c\uff0c\u81ea\u52d5\u56de\u7b54\u300c\u5716\u7247\u4e2d\u770b\u5230\u4ec0\u9ebc\u300d\u9019\u985e\u554f\u984c\u7684\u6846\u67b6\u3002\u7814\u7a76\u5718\u968a\u5efa\u57fa\u65bc Brain Interaction Transformer\uff08Brain-IT\uff09\uff0c\u628a\u8166\u90e8\u6d3b\u52d5\u8f49\u63db\u6210\u8a9e\u8a00\u689d\u4ef6\u8868\u5fb5\uff0c\u518d\u4ea4\u7531\u9810\u8a13\u7df4\u7684\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u751f\u6210\u7b54\u6848\uff0c\u5168\u7a0b\u6bcb\u9808\u5148\u628a\u8166\u90e8\u8a0a\u865f\u91cd\u5efa\u6210\u5f71\u50cf\u3002<\/p>\n<p>\u9019\u9805\u5de5\u4f5c\u89e3\u6c7a\u4e86\u4e00\u500b\u9577\u671f\u96e3\u984c\uff1a\u904e\u53bb\u5f9e fMRI \u89e3\u8b80\u8996\u89ba\u5167\u5bb9\u7684\u7814\u7a76\uff0c\u5927\u591a\u53ea\u80fd\u7522\u751f\u7c97\u7565\u63cf\u8ff0\uff0c\u800c\u4e14\u6e96\u78ba\u5ea6\u6709\u9650\uff1b\u66f4\u5c11\u6709\u6a21\u578b\u88ab\u7528\u4f86\u5206\u6790\u5927\u8166\u5167\u90e8\u5982\u4f55\u8655\u7406\u8996\u89ba\u8cc7\u8a0a\u3002Brain-IT-VQA \u5728\u591a\u9805\u57fa\u6e96\u4e0a\u660e\u986f\u8d85\u8d8a\u4ee5\u5f80\u7684 fMRI \u5f71\u50cf\u63cf\u8ff0\u8207 VQA\uff08Visual Question Answering\uff0c\u8996\u89ba\u554f\u7b54\uff09\u65b9\u6cd5\uff0c\u540c\u6642\u63d0\u4f9b\u62c6\u89e3\u8996\u89ba\u7406\u89e3\u5c64\u6b21\u7684\u5de5\u5177\u3002<\/p>\n<p>\u5718\u968a\u540c\u6b65\u767c\u4f48 NSD-VQA \u6578\u64da\u96c6\uff0c\u4ee5 Natural Scenes Dataset\uff08NSD\uff09\u70ba\u57fa\u790e\uff0c\u5e73\u5747\u6bcf\u5f35\u5f71\u50cf\u63d0\u4f9b\u7d04 20 \u984c\uff0c\u6db5\u84cb 20 \u500b\u53d7\u63a7\u554f\u984c\u985e\u5225\u3002\u9019\u4e9b\u985e\u5225\u8986\u84cb\u7269\u4ef6\u8fa8\u8b58\u3001\u7a7a\u9593\u95dc\u4fc2\u3001\u8a9e\u610f\u5224\u65b7\u7b49\u4e0d\u540c\u5c64\u6b21\uff0c\u65b9\u4fbf\u7814\u7a76\u8005\u7d30\u7dfb\u8a55\u4f30\u6a21\u578b\u5728\u5404\u7a2e\u8996\u89ba\u8207\u8a9e\u610f\u4efb\u52d9\u4e0a\u7684\u8868\u73fe\u3002<\/p>\n<p>\u900f\u904e\u300c\u89e3\u78bc\u8ca2\u737b\u5206\u6790\u300d\uff0c\u6846\u67b6\u53ef\u63ed\u793a\u4e0d\u540c\u8166\u5340\u5c0d\u5404\u985e\u554f\u984c\u7684\u8ca2\u737b\u5206\u5e03\uff0c\u5354\u52a9\u795e\u7d93\u79d1\u5b78\u5bb6\u7406\u89e3\u5927\u8166\u8655\u7406\u8996\u89ba\u8cc7\u8a0a\u7684\u7a7a\u9593\u5206\u4f48\u7279\u5fb5\u3002\u9801\u9762\u4ea6\u8a2d\u6709\u4e92\u52d5\u793a\u7bc4\uff0c\u8b93\u8a2a\u5ba2\u5728\u5f9e\u672a\u53c3\u8207\u8a13\u7df4\u7684 NSD \u6e2c\u8a66\u5f71\u50cf\u4e0a\uff0c\u700f\u89bd\u6a21\u578b\u751f\u6210\u7684\u63cf\u8ff0\u8207\u554f\u7b54\u7d50\u679c\u3002<\/p>\n<p><strong>\u91cd\u9ede\u6458\u8981<\/strong><\/p>\n<ul>\n<li><strong>\u76f4\u63a5\u5f9e fMRI \u89e3\u78bc\u8a9e\u8a00<\/strong>\uff1a\u628a\u8166\u90e8\u6d3b\u52d5\u8f49\u6210\u8a9e\u8a00\u689d\u4ef6\u8868\u5fb5\uff0c\u7531\u9810\u8a13\u7df4\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u751f\u6210\u63cf\u8ff0\u8207\u7b54\u6848\uff0c\u6bcb\u9808\u5f71\u50cf\u91cd\u5efa\u6b65\u9a5f\u3002<\/li>\n<li><strong>\u516c\u958b NSD-VQA \u6578\u64da\u96c6<\/strong>\uff1a\u6bcf\u5f35\u5f71\u50cf\u5e73\u5747 20 \u984c\u300120 \u500b\u53d7\u63a7\u985e\u5225\uff0c\u63d0\u4f9b\u66f4\u7d30\u7dfb\u7684 VQA \u8a55\u4f30\u57fa\u6e96\u3002<\/li>\n<li><strong>\u986f\u8457\u8d85\u8d8a\u5148\u524d\u65b9\u6cd5<\/strong>\uff1a\u5728 fMRI \u5f71\u50cf\u63cf\u8ff0\u8207\u8996\u89ba\u554f\u7b54\u4efb\u52d9\u4e0a\uff0c\u660e\u986f\u512a\u65bc\u904e\u5f80\u540c\u985e\u6a21\u578b\u3002<\/li>\n<li><strong>\u652f\u63f4\u8166\u5340\u8ca2\u737b\u5206\u6790<\/strong>\uff1a\u53ef\u62c6\u89e3\u4e0d\u540c\u8166\u5340\u5728\u5404\u985e\u8996\u89ba\u554f\u984c\u4e2d\u7684\u53c3\u8207\u7a0b\u5ea6\uff0c\u8f14\u52a9\u795e\u7d93\u79d1\u5b78\u7814\u7a76\u3002<\/li>\n<li><strong>\u9644\u8a2d\u4e92\u52d5\u793a\u7bc4<\/strong>\uff1a\u5bb9\u8a31\u700f\u89bd\u8005\u5728 NSD \u6e2c\u8a66\u5f71\u50cf\u4e0a\u67e5\u770b\u6a21\u578b\u7684\u9810\u6e2c\u8f38\u51fa\u3002<\/li>\n<\/ul>\n<p>\u9019\u500b\u9805\u76ee\u6700\u9069\u5408\u5f9e\u4e8b\u8166\u90e8\u89e3\u78bc\u3001\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u3001\u795e\u7d93\u79d1\u5b78\u8207\u8a8d\u77e5\u8a08\u7b97\u7684\u7814\u7a76\u4eba\u54e1\u8207\u7814\u7a76\u751f\u3002\u5c0d\u5e0c\u671b\u4e86\u89e3 AI \u8207\u4eba\u985e\u8996\u89ba\u5982\u4f55\u7d50\u5408\u7684\u5de5\u7a0b\u5e2b\u800c\u8a00\uff0cNSD-VQA \u8207\u958b\u6e90\u4ee3\u78bc\u4ea6\u63d0\u4f9b\u4e86\u4e00\u500b\u5177\u6311\u6230\u6027\u7684\u65b0\u57fa\u6e96\u3002<\/p>\n<p><strong>\u7814\u7a76\u55ae\u4f4d<\/strong>\uff1a<br \/>\nWeizmann Institute of Science \uff08\u9b4f\u8328\u66fc\u79d1\u5b78\u7814\u7a76\u6240\uff09\u5728\u4ee5\u8272\u5217\u7684\u96f7\u970d\u6c83\u7279\uff08Rehovot\uff09\uff0c\u5927\u7d04\u5728\u7279\u62c9\u7dad\u592b\u4ee5\u5357\u3002<\/p>\n<p>\u9b4f\u8328\u66fc\u79d1\u5b78\u7814\u7a76\u6240\u4e00\u822c\u88ab\u8996\u70ba\u4e16\u754c\u9802\u5c16\u7684\u57fa\u790e\u7814\u7a76\u6a5f\u69cb\u4e4b\u4e00\uff1b\u5728\u4f60\u9019\u6b21\u67e5\u5230\u7684\u8cc7\u6599\u88e1\uff0c\u5b83\u5728\u840a\u9813\u6392\u540d\u4e2d\u88ab\u5217\u5230\u5168\u7403\u524d\u5341\uff0c2021 \u5e74\u70ba\u7b2c 8 \u540d\u3002<\/p>\n<p>\u5b83\u7684\u91cd\u9ede\u7814\u7a76\u9818\u57df\u4e3b\u8981\u96c6\u4e2d\u5728 \u751f\u7269\u5b78\/\u751f\u7269\u5316\u5b78\u3001\u5316\u5b78\u3001\u7269\u7406\u3001\u6578\u5b78\u8207\u96fb\u8166\u79d1\u5b78\uff0c\u4e5f\u6709\u8de8\u5b78\u79d1\u65b9\u5411\u3002<\/p>\n<p><strong>\u9805\u76ee\uff1a<\/strong> <a href=\"https:\/\/mcosarinsky.github.io\/brain-it-vqa\/\" rel=\"noopener noreferrer\">https:\/\/mcosarinsky.github.io\/brain-it-vqa\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Brain-IT-VQA \u7d50\u5408 Brain Interaction Transformer \u8207\u9810\u8a13\u7df4\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\uff0c\u76f4\u63a5\u5f9e fMRI \u8a0a\u865f\u751f\u6210\u5f71\u50cf\u63cf\u8ff0\u8207\u56de\u7b54\u554f\u984c\uff0c\u4e26\u767c\u4f48\u5168\u65b0 NSD-VQA \u6578\u64da\u96c6\u3002<\/p>\n","protected":false},"author":8,"featured_media":8743,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[144,199],"tags":[],"class_list":["post-8744","post","type-post","status-publish","format-standard","hentry","category-medical","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8744","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8744"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8744\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8743"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8744"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8744"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8744"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}