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AI \u6216\u60c5\u611f\u5206\u6790\uff0c\u800c\u662f\u8981\u5c3d\u53ef\u80fd\u8f90\u5c04\u66f4\u591a\u66f4\u5e7f\u7684\u793e\u4f1a\u4eba\u7fa4\u7684\u9700\u6c42\uff0c\u6700\u7ec8\u5c06\u7814\u7a76\u9898\u76ee\u786e\u5b9a\u4e3a\u201c\u901a\u8fc7\u8111\u7535\u4fe1\u53f7\u8fdb\u884c\u89c6\u89c9\u91cd\u5efa\u201d\u3002<\/strong><\/p>\n\n\n\n<p>\u201c\u8fd9\u662f\u4e00\u4e2a\u592a\u65b0\u7684\u9886\u57df\u4e86\uff0c\u6240\u6709\u4eba\u90fd\u4e0d\u77e5\u9053\u80fd\u505a\u5230\u4ec0\u4e48\u7a0b\u5ea6\u3002\u201d\u8c08\u8d77\u81ea\u5df1\u7684\u7814\u7a76\u95ee\u9898\uff0c\u90d1\u4f1f\u9f99\u7b11\u9053\uff0c\u201c\u8fd9\u4e2a\u60f3\u6cd5\u542c\u8d77\u6765\u6709\u70b9\u75af\u72c2\u3001\u6709\u70b9\u4e0d\u53ef\u601d\u8bae\u2026\u2026\u751a\u81f3\u6709\u70b9\u79d1\u5e7b\uff0c\u5bf9\u5427\uff1f\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4ece-eeg-\u4fe1\u53f7\u5f00\u59cb\">\u4ece EEG 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\u7684\u4fe1\u53f7\u6570\u636e\u662f\u4e09\u7ef4\u56fe\u50cf\uff0c\u5c06 fMRI \u4fe1\u53f7\u8f6c\u6362\u6210\u89c6\u89c9\u56fe\u50cf\u662f\u201c\u4ece\u56fe\u7247\u4e2d\u751f\u6210\u56fe\u7247\u201d\u7684\u8fc7\u7a0b\u3002\u7136\u800c\uff0cEEG \u8111\u7535\u4fe1\u53f7\u662f\u4e00\u79cd\u901a\u8fc7\u653e\u7f6e\u5728\u4eba\u7c7b\u5934\u76ae\u4e0a\u7684\u4fbf\u643a\u7535\u6781\u4f4e\u6210\u672c\u8bb0\u5f55\u5927\u8111\u65f6\u95f4\u52a8\u6001\u7684\u7535\u751f\u7406\u4fe1\u53f7\uff0c\u53ea\u80fd\u8ddf\u968f\u65f6\u95f4\u91c7\u96c6\u6ce2\u5f62\u4fe1\u53f7\u3002\u4f7f\u7528\u591a\u7ef4\u65f6\u5e8f\u4fe1\u53f7\u8fdb\u884c\u89c6\u89c9\u91cd\u5efa\uff0c\u5929\u7136\u5730\u5c31\u6bd4\u4f7f\u7528\u56fe\u50cf\u4fe1\u53f7\u8981\u96be\u4e0a\u767e\u500d\u3002\u5e76\u4e14\uff0cEEG \u8111\u7535\u4fe1\u53f7\u91c7\u96c6\u4f1a\u53d7\u5230\u7535\u6781\u653e\u7f6e\u9519\u8bef\u6216\u8eab\u4f53\u8fd0\u52a8\u7684\u5f71\u54cd\uff0c\u6570\u636e\u4e2d\u5bb9\u6613\u51fa\u73b0\u4e25\u91cd\u7684\u4f2a\u8ff9\uff0c\u4e14\u4fe1\u566a\u6bd4\u8f83\u4f4e\uff0c\u53c8\u7ed9\u7814\u7a76\u5e26\u6765\u6781\u5927\u6311\u6218\u3002<\/p>\n\n\n\n<p>\u7ecf\u8fc7\u65e0\u6570\u6b21\u8c03\u8bd5\uff0c<strong>\u90d1\u4f1f\u9f99\u3001\u4efb\u4f83\u4ee5\u53ca\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86 NeuroImagen\uff0c\u901a\u8fc7\u591a\u7ea7\u89e3\u7801\u65b9\u5f0f\uff0c\u53ef\u4ee5\u4ece EEG \u4fe1\u53f7\u4e2d\u89e3\u7801\u51fa\u4e0d\u540c\u7c92\u5ea6\u7684\u6837\u672c\u8bed\u4e49\u4fe1\u606f\u548c\u50cf\u7d20\u8bed\u4e49\u4fe1\u606f\uff0c\u5c06\u89e3\u7801\u4fe1\u606f\u8f93\u5165\u5230\u5df2\u9884\u8bad\u7ec3\u7684\u6269\u6563\u6a21\u578b\uff0c\u4fbf\u53ef\u91cd\u5efa\u89c6\u89c9\u611f\u77e5\u7684\u56fe\u50cf\u3002<\/strong>\u4ed6\u4eec\u7684\u7b97\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u89e3\u7801\u62bd\u53d6\u51fa\u66f4\u4e30\u5bcc\u3001\u66f4\u6709\u7528\u7684\u8bed\u4e49\u4fe1\u606f\u3002\u5176\u4e2d\uff0c\u6837\u672c\u7ea7\u522b\u7684\u8bed\u4e49\u4fe1\u606f\u63d0\u4f9b\u4e86\u89c2\u770b\u56fe\u50cf\u4e2d\u4e3b\u8981\u7c7b\u522b\u3001\u603b\u4f53\u63cf\u8ff0\u7b49\u7c97\u7c92\u5ea6\u4fe1\u606f\uff0c\u8fd9\u4e9b\u4fe1\u606f\u53ef\u4ee5\u6bd4\u8f83\u51c6\u786e\u5730\u63d0\u53d6\u4e0e\u89e3\u7801\uff1b\u50cf\u7d20\u7ea7\u522b\u7684\u8bed\u4e49\u4fe1\u606f\u5219\u63d0\u4f9b\u4e86\u89c2\u770b\u56fe\u50cf\u7684\u989c\u8272\u3001\u4f4d\u7f6e\u3001\u5f62\u72b6\u7b49\u7ec6\u7c92\u5ea6\u4fe1\u606f\uff0c\u8fd9\u4e9b\u4fe1\u606f\u8f83\u96be\u4ee5\u63d0\u53d6\uff0c\u4f46\u5bf9\u91cd\u5efa\u56fe\u7247\u7684\u7ec6\u8282\u975e\u5e38\u91cd\u8981\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"827\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145341-1024x827-1.png\" alt=\"\u90d1\u4f1f\u9f99\u7684\u7814\u7a76\u6846\u67b6\u56fe\" class=\"wp-image-1074948\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145341-1024x827-1.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145341-1024x827-1-300x242.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145341-1024x827-1-768x620.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145341-1024x827-1-223x180.png 223w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u90d1\u4f1f\u9f99\u7684\u7814\u7a76\u6846\u67b6\u56fe<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cNeuroImagen \u5728\u6839\u636e EEG \u4fe1\u53f7\u91cd\u5efa\u89c6\u89c9\u56fe\u50cf\u7684\u8bed\u4e49\u51c6\u786e\u5ea6\u3001\u56fe\u7247\u8d28\u91cf\u3001\u7ed3\u6784\u51c6\u786e\u6027\u7b49\u65b9\u9762\u4e0a\u5747\u4f18\u4e8e\u5176\u5b83\u524d\u6cbf\u7684\u91cd\u5efa\u65b9\u6cd5\u3002\u901a\u8fc7\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u201c\u94f8\u661f\u8ba1\u5212\u201d\uff0c\u90d1\u4f1f\u9f99\u7684\u201c\u75af\u72c2\u60f3\u6cd5\u201d\u8fc8\u51fa\u4e86\u575a\u5b9e\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4f18\u52bf\u4e92\u8865-1-1-2\">\u4f18\u52bf\u4e92\u8865\uff0c1+1\uff1e2<\/h2>\n\n\n\n<p>\u8111\u673a\u63a5\u53e3\u5e76\u975e\u4f20\u7edf\u7684\u8ba1\u7b97\u673a\u9886\u57df\uff0c\u8fd9\u4e2a\u9886\u57df\u5904\u5728\u533b\u5b66\u3001\u5fae\u7535\u5b50\u3001\u6750\u6599\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u5b66\u79d1\u7684\u4ea4\u6c47\u53e3\uff0c\u9700\u8981\u5177\u5907\u8de8\u5b66\u79d1\u77e5\u8bc6\u7684\u590d\u5408\u578b\u4eba\u624d\u3002\u5f00\u653e\u3001\u4ea4\u6d41\u3001\u5408\u4f5c\uff0c\u662f\u8111\u673a\u63a5\u53e3\u7814\u7a76\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u8981\u7d20\u3002<\/p>\n\n\n\n<p>\u201c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5177\u6709\u6d53\u539a\u7684\u8ba1\u7b97\u673a\u548c\u4eba\u5de5\u667a\u80fd\u6c1b\u56f4\uff0c\u540c\u65f6\u4e5f\u975e\u5e38\u5173\u6ce8\u5bf9\u793e\u4f1a\u6548\u76ca\u6709\u76ca\u7684\u7814\u7a76\uff0c\u4e0a\u6d77 lab \u5728 AI for healthcare \u9886\u57df\u4e0a\u6295\u5165\u6bd4\u8f83\u591a\uff0c\u4e0e\u6211\u7684\u7814\u7a76\u65b9\u5411\u5f88\u5339\u914d\u3002\u6211\u7814\u7a76\u7684\u5174\u8da3\u4e5f\u662f\u670d\u52a1\u4e8e\u793e\u4f1a\u9700\u6c42\uff0c\u6bd4\u5982\u8111\u75be\u75c5\u7684\u667a\u6167\u8bca\u7597\u3002\u201d\u90d1\u4f1f\u9f99\u8ba4\u4e3a\uff0c\u4ec5\u4ec5\u662f\u770b\u770b\u8bba\u6587\u6216\u8005\u5f00\u51e0\u6b21\u4f1a\u5f88\u96be\u8fbe\u5230\u4ea4\u6d41\u6548\u679c\uff0c\u5fc5\u987b\u628a\u81ea\u5df1\u6254\u5230\u5bf9\u65b9\u7684\u5b9e\u9a8c\u5ba4\u91cc\u6df1\u5ea6\u78e8\u5408\uff0c\u5b66\u4e60\u5177\u4f53\u7684\u65b9\u6cd5\u548c\u6280\u672f\u3002<\/p>\n\n\n\n<p><strong>\u201c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5185\u90e8\u7684\u4ea4\u6d41\u662f\u5f88\u5145\u5206\u3001\u5766\u8bda\u7684\uff0c\u5f7c\u6b64\u4e4b\u95f4\u613f\u610f\u4fe1\u606f\u5171\u4eab\u3002\u201d<\/strong>\u4efb\u4f83\u8bf4\u3002\u5728\u90d1\u4f1f\u9f99\u7684\u201c\u94f8\u661f\u201d\u8bbf\u95ee\u5f00\u542f\u540e\uff0c\u4ed6\u7acb\u523b\u7ec4\u7ec7\u4e86\u5185\u90e8\u7814\u8ba8\u4f1a\uff0c\u5f15\u8350\u66f4\u591a\u7814\u7a76\u5458\u4e0e\u90d1\u4f1f\u9f99\u5c31\u8fd1\u671f\u7814\u7a76\u5de5\u4f5c\u5c55\u5f00\u4ea4\u6d41\u548c\u8ba8\u8bba\u3002\u6b64\u5916\uff0c\u9879\u76ee\u65e5\u5e38\u63a8\u8fdb\u8fc7\u7a0b\u4e2d\uff0c\u4efb\u4f83\u4e0e\u90d1\u4f1f\u9f99\u4e5f\u4f1a\u4fdd\u6301\u6bcf\u5468 2-3 \u6b21\u7684\u4ea4\u6d41\u9891\u7387\u3002\u90d1\u4f1f\u9f99\u88ab\u8fd9\u6837\u7684\u6c1b\u56f4\u6240\u6df1\u6df1\u5438\u5f15\uff1a\u201c\u6211\u4eec\u56e2\u961f\u2014\u2014\u6216\u8005\u8bf4\u6574\u4e2a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u79d1\u7814\u6c1b\u56f4\u90fd\u662f\u975e\u5e38\u6d53\u539a\u7684\uff0c\u7814\u7a76\u5458\u4eec\u4e4b\u95f4\u7684\u8ba8\u8bba\u5f88\u6fc0\u70c8\u3002\u5927\u5bb6\u8c01\u6709\u4ec0\u4e48\u60f3\u6cd5\uff0c\u5c31\u53ef\u4ee5\u9a6c\u4e0a\u63d0\u51fa\u6765\uff0c\u9a6c\u4e0a\u8ba8\u8bba\uff0c\u5f88\u5feb\u5c31\u80fd\u78b0\u649e\u51fa\u4e00\u4e9b\u601d\u7ef4\u7684\u706b\u82b1\u3002\u201d<\/p>\n\n\n\n<p>\u4efb\u4f83\u5173\u6ce8\u673a\u5668\u5b66\u4e60\u548c\u7b97\u6cd5\u6a21\u578b\uff0c\u90d1\u4f1f\u9f99\u66f4\u5173\u6ce8\u8111\u79d1\u5b66\u548c\u795e\u7ecf\u79d1\u5b66\u3002\u4e24\u4eba\u5728\u7814\u7a76\u9886\u57df\u4e0a\u5f62\u6210\u4f18\u52bf\u4e92\u8865\uff0c\u53c8\u662f\u6821\u53cb\uff0c\u6709\u5f88\u591a\u5171\u540c\u8bdd\u9898\uff0c\u662f\u975e\u5e38\u597d\u7684\u79d1\u7814\u5408\u4f5c\u4f19\u4f34\u3002\u5728\u5c06\u673a\u5668\u5b66\u4e60\u7684\u901a\u7528\u6a21\u578b\u5f80 EEG \u9886\u57df\u8fc1\u79fb\u7684\u65f6\u5019\uff0c\u5927\u6a21\u578b\u51fa\u73b0\u4e86\u201c\u6c34\u571f\u4e0d\u670d\u201d\u7684\u95ee\u9898\uff0c\u90d1\u4f1f\u9f99\u4fbf\u5728\u4ed6\u64c5\u957f\u7684\u4fe1\u53f7\u5904\u7406\u65b9\u9762\u63d0\u4f9b\u4e13\u4e1a\u8be6\u5b9e\u7684\u77e5\u8bc6\uff0c\u800c\u5728\u7b97\u6cd5\u8bbe\u8ba1\u3001\u7b97\u6cd5\u4f18\u5316\u65b9\u9762\uff0c\u4efb\u4f83\u53c8\u80fd\u591f\u53d1\u6325\u4ed6\u7684\u4e13\u957f\u3002<\/p>\n\n\n\n<p><strong>\u201c\u662f\u94f8\u661f\u8ba1\u5212\u642d\u5efa\u4e86\u4e00\u4e2a\u8de8\u65b9\u5411\u3001\u8de8\u9886\u57df\u7684\u6865\u6881\uff0c\u8ba9\u6211\u4eec\u673a\u5668\u5b66\u4e60\u56e2\u961f\u548c\u4f1f\u9f99\u7684\u795e\u7ecf\u79d1\u5b66\u56e2\u961f\u8d70\u5230\u4e00\u8d77\uff0c\u7d27\u5bc6\u914d\u5408\uff0c\u5448\u73b0\u51fa 1+1\uff1e2 \u7684\u5408\u4f5c\u6548\u679c\u3002\u201d<\/strong>\u4efb\u4f83\u603b\u7ed3\u9053\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145336_\u526f\u672c-1024x768-1.jpg\" alt=\"\u7814\u7a76\u56e2\u961f\u5408\u5f71\uff0c\u4ece\u5de6\u5230\u53f3\u4f9d\u6b21\u4e3a\uff1a\u738b\u5ef6\u68ee\u3001\u4efb\u4f83\u3001\u90d1\u4f1f\u9f99\u548c\u84dd\u5b87\u9706\" class=\"wp-image-1074951\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145336_\u526f\u672c-1024x768-1.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145336_\u526f\u672c-1024x768-1-300x225.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145336_\u526f\u672c-1024x768-1-768x576.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145336_\u526f\u672c-1024x768-1-80x60.jpg 80w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/11\/Weixin-Image_20231115145336_\u526f\u672c-1024x768-1-240x180.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u7814\u7a76\u56e2\u961f\u5408\u5f71\uff0c\u4ece\u5de6\u5230\u53f3\u4f9d\u6b21\u4e3a\uff1a\u738b\u5ef6\u68ee\u3001\u4efb\u4f83\u3001\u90d1\u4f1f\u9f99\u548c\u84dd\u5b87\u9706<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u8bbf\u95ee\u671f\u95f4\uff0c\u90d1\u4f1f\u9f99\u53d7\u9080\u53c2\u52a0\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9996\u5e2d\u7814\u7a76\u5458\u674e\u4e1c\u80dc\u4e3e\u529e\u7684 Brain & Neuroscience Workshop 2023\uff0c\u5206\u4eab\u4e86\u9898\u4e3a\u201cRapid Context Inference in a Thalamocortical Model using Recurrent Neural 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for healthcare 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