{"id":94,"date":"2026-03-05T22:24:36","date_gmt":"2026-03-05T14:24:36","guid":{"rendered":"https:\/\/qdszxyy.com\/?p=94"},"modified":"2026-03-05T22:24:36","modified_gmt":"2026-03-05T14:24:36","slug":"%e8%84%91%e6%9c%ba%e6%8e%a5%e5%8f%a3%ef%bc%88bci%ef%bc%89%e5%9c%a8%e5%8c%bb%e7%96%97%e5%ba%b7%e5%a4%8d%e4%b8%ad%e7%9a%845%e4%b8%aa%e5%ae%9e%e9%99%85%e5%ba%94%e7%94%a8%e6%a1%88%e4%be%8b","status":"publish","type":"post","link":"https:\/\/qdszxyy.com\/?p=94","title":{"rendered":"\u8111\u673a\u63a5\u53e3\uff08BCI\uff09\u5728\u533b\u7597\u5eb7\u590d\u4e2d\u76845\u4e2a\u5b9e\u9645\u5e94\u7528\u6848\u4f8b"},"content":{"rendered":"

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1. \u4e2d\u98ce\u540e\u4e0a\u80a2\u8fd0\u52a8\u529f\u80fd\u7684\u91cd\u5851\uff1a\u4ece\u610f\u56fe\u5230\u52a8\u4f5c\u7684\u95ed\u73af\u8bad\u7ec3
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2. \u4e3a\u201c\u6e10\u51bb\u75c7\u201d\u60a3\u8005\u91cd\u5efa\u6c9f\u901a\u6865\u6881\uff1a\u62fc\u5199\u7cfb\u7edf\u7684\u6f14\u8fdb\u4e0e\u6311\u6218
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\n\u6280\u672f\u7ec6\u8282\u5bf9\u6bd4\uff1a<\/p>\n

\u7279\u6027 SSVEP-BCI\u62fc\u5199 P300-BCI\u62fc\u5199
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\n\u5728\u5b9e\u9645\u90e8\u7f72\u4e2d\uff0c\u6311\u6218\u8fdc\u4e0d\u6b62\u4e8e\u9009\u62e9\u8303\u5f0f\u3002\u7535\u6781\u7684\u957f\u671f\u7a33\u5b9a\u4f69\u6234\u3001\u5bb6\u5ead\u73af\u5883\u7684\u6297\u5e72\u6270\uff08\u598250Hz\u5de5\u9891\u5e72\u6270\uff09\u3001\u62fc\u5199\u901f\u5ea6\u4e0e\u51c6\u786e\u7387\u7684\u5e73\u8861\uff08\u901a\u5e38\u4e3a\u6bcf\u5206\u949f\u51e0\u4e2a\u5230\u5341\u51e0\u4e2a\u5b57\u7b26\uff09\uff0c\u4ee5\u53ca\u8bbe\u8ba1\u66f4\u4eba\u6027\u5316\u7684\u7528\u6237\u754c\u9762\uff08\u5982\u5355\u8bcd\u9884\u6d4b\u3001\u5feb\u6377\u77ed\u8bed\uff09\uff0c\u90fd\u662f\u5de5\u7a0b\u4e0e\u4e34\u5e8a\u7ed3\u5408\u9700\u8981\u89e3\u51b3\u7684\u73b0\u5b9e\u95ee\u9898\u3002\u4e00\u4e9b\u524d\u6cbf\u7814\u7a76\u6b63\u5728\u63a2\u7d22\u6df7\u5408\u8303\u5f0f\uff08\u5982SSVEP+P300\uff09\u4ee5\u53ca\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff08\u5982\u5377\u79ef\u795e\u7ecf\u7f51\u7edcCNN\uff09 \u76f4\u63a5\u4ece\u539f\u59cbEEG\u4fe1\u53f7\u4e2d\u63d0\u53d6\u66f4\u9c81\u68d2\u7684\u7279\u5f81\uff0c\u4ee5\u63d0\u5347\u5728\u975e\u7406\u60f3\u73af\u5883\u4e0b\u7684\u6027\u80fd\u3002<\/p>\n

3. \u810a\u9ad3\u635f\u4f24\u60a3\u8005\u7684\u795e\u7ecf\u65c1\u8def\uff1a\u8de8\u8d8a\u635f\u4f24\u533a\u7684\u76f4\u63a5\u63a7\u5236
\n\u5bf9\u4e8e\u810a\u9ad3\u635f\u4f24\u60a3\u8005\uff0c\u5927\u8111\u8fd0\u52a8\u6307\u4ee4\u65e0\u6cd5\u4e0b\u884c\u4f20\u5bfc\u81f3\u80a2\u4f53\u3002BCI\u5728\u6b64\u626e\u6f14\u4e86\u201c\u6570\u5b57\u795e\u7ecf\u65c1\u8def\u201d\u7684\u89d2\u8272\u3002\u8fd9\u901a\u5e38\u9700\u8981\u66f4\u9ad8\u7a7a\u95f4\u5206\u8fa8\u7387 \u7684\u4fe1\u53f7\u91c7\u96c6\u6280\u672f\uff0c\u5982\u76ae\u5c42\u8111\u7535\u56fe\uff08ECoG\uff09 \u6216\u5fae\u7535\u6781\u9635\u5217\uff0c\u5b83\u4eec\u88ab\u690d\u5165\u5927\u8111\u8fd0\u52a8\u76ae\u5c42\u8868\u9762\u6216\u5185\u90e8\uff0c\u80fd\u8bb0\u5f55\u5230\u66f4\u6e05\u6670\u3001\u5305\u542b\u66f4\u9ad8\u9891\u4fe1\u606f\uff08\u5982\u9ad8\u9891\u03b3\u6ce2\u6bb5\uff0c70-200 Hz\uff09\u7684\u795e\u7ecf\u6d3b\u52a8\uff0c\u4ece\u800c\u5b9e\u73b0\u5bf9\u8fde\u7eed\u3001\u591a\u81ea\u7531\u5ea6\u8fd0\u52a8\u7684\u7cbe\u7ec6\u89e3\u7801\u3002<\/h3>\n

\u5b9e\u73b0\u96be\u70b9\uff1a<\/p>\n

\u89e3\u7801\u7a33\u5b9a\u6027\uff1a\u795e\u7ecf\u4fe1\u53f7\u4f1a\u968f\u65f6\u95f4\u6f02\u79fb\uff0c\u9700\u8981\u5728\u7ebf\u81ea\u9002\u5e94\u6821\u51c6\u7b97\u6cd5\u3002
\n\u591a\u81ea\u7531\u5ea6\u534f\u8c03\uff1a\u5b9e\u73b0\u624b\u90e8\u4e03\u81ea\u7531\u5ea6\u4e43\u81f3\u66f4\u591a\u81ea\u7531\u5ea6\u7684\u540c\u65f6\u63a7\u5236\uff0c\u9700\u8981\u89e3\u7801\u66f4\u590d\u6742\u7684\u795e\u7ecf\u7fa4\u4f53\u7f16\u7801\u3002
\n\u611f\u89c9\u53cd\u9988\uff1a\u76ee\u524d\u7684\u7cfb\u7edf\u4e3b\u8981\u63d0\u4f9b\u89c6\u89c9\u53cd\u9988\uff0c\u7f3a\u4e4f\u89e6\u89c9\u548c\u672c\u4f53\u611f\u89c9\u3002\u7814\u7a76\u6b63\u5728\u5c1d\u8bd5\u901a\u8fc7\u76ae\u5c42\u5185\u5fae\u7535\u523a\u6fc0\u5411\u611f\u89c9\u76ae\u5c42\u8f93\u5165\u4eba\u5de5\u89e6\u89c9\u4fe1\u53f7\uff0c\u5f62\u6210\u771f\u6b63\u7684\u201c\u53cc\u5411\u201d\u8111\u673a\u63a5\u53e3\uff0c\u8ba9\u60a3\u8005\u80fd\u201c\u611f\u89c9\u201d\u5230\u6293\u63e1\u7684\u529b\u5ea6\u548c\u7269\u4f53\u7684\u8d28\u5730\uff0c\u5b9e\u73b0\u66f4\u81ea\u7136\u3001\u7cbe\u51c6\u7684\u64cd\u4f5c\u3002<\/p>\n

\n4. \u766b\u75eb\u53d1\u4f5c\u7684\u9884\u6d4b\u4e0e\u5e72\u9884\uff1a\u4ece\u76d1\u6d4b\u5230\u95ed\u73af\u8c03\u63a7
\nBCI\u5728\u766b\u75eb\u9886\u57df\u7684\u5e94\u7528\uff0c\u6b63\u4ece\u4f20\u7edf\u7684\u8bca\u65ad\u548c\u5b9a\u4f4d\u81f4\u75eb\u7076\uff0c\u8fc8\u5411\u66f4\u5177\u4e3b\u52a8\u6027\u7684\u9884\u6d4b\u4e0e\u5e72\u9884\u3002\u5176\u539f\u7406\u5728\u4e8e\uff0c\u766b\u75eb\u53d1\u4f5c\u5e76\u975e\u7a81\u7136\u53d1\u751f\uff0c\u5927\u8111\u4f1a\u7ecf\u5386\u4e00\u4e2a\u4ece\u95f4\u6b47\u671f\u5230\u53d1\u4f5c\u671f\u7684\u8fc7\u6e21\uff08pre-ictal state\uff09\uff0c\u6b64\u671f\u95f4\u7684\u795e\u7ecf\u7535\u6d3b\u52a8\u5b58\u5728\u53ef\u8bc6\u522b\u7684\u6a21\u5f0f\u53d8\u5316\u3002<\/h3>\n

\u57fa\u4e8e\u690d\u5165\u5f0fECoG\u6216\u6df1\u90e8\u7535\u6781\u7684\u957f\u671f\u76d1\u6d4b\u7cfb\u7edf\uff0c\u6301\u7eed\u8bb0\u5f55\u5927\u8111\u5c40\u90e8\u573a\u7535\u4f4d\u3002\u901a\u8fc7\u5b9e\u65f6\u5206\u6790\u4fe1\u53f7\u7279\u5f81\uff08\u5982\u7279\u5b9a\u9891\u6bb5\u80fd\u91cf\u3001\u795e\u7ecf\u5143\u653e\u7535\u540c\u6b65\u6027\u3001\u975e\u7ebf\u6027\u52a8\u529b\u5b66\u6307\u6807\uff09\uff0c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u5b66\u4e60\u60a3\u8005\u4e2a\u4f53\u5316\u7684\u201c\u53d1\u4f5c\u524d\u7279\u5f81\u201d\uff0c\u5e76\u5728\u68c0\u6d4b\u5230\u9ad8\u53d1\u4f5c\u6982\u7387\u65f6\u53d1\u51fa\u9884\u8b66\u3002<\/p>\n

\u66f4\u8fdb\u4e00\u6b65\u7684\uff0c\u662f\u5f62\u6210\u95ed\u73af\u54cd\u5e94\u7cfb\u7edf\uff08Closed-loop Responsive System\uff09\u3002\u5f53\u7cfb\u7edf\u9884\u6d4b\u6216\u65e9\u671f\u68c0\u6d4b\u5230\u53d1\u4f5c\u65f6\uff0c\u81ea\u52a8\u89e6\u53d1\u5e72\u9884\u63aa\u65bd\u3002\u76ee\u524d\u4e34\u5e8a\u5df2\u5e94\u7528\u7684\u5e72\u9884\u65b9\u5f0f\u662f\u7535\u523a\u6fc0\uff0c\u4f8b\u5982\u523a\u6fc0\u4e18\u8111\u524d\u6838\u3002\u672a\u6765\u7684\u65b9\u5411\u53ef\u80fd\u5305\u62ec\uff1a<\/p>\n

\u5c40\u90e8\u51b7\u5374\uff1a\u5bf9\u81f4\u75eb\u7076\u8fdb\u884c\u5feb\u901f\u3001\u5c40\u90e8\u7684\u4f4e\u6e29\u6291\u5236\u3002
\n\u805a\u7126\u8d85\u58f0\uff1a\u4ee5\u65e0\u521b\u65b9\u5f0f\u8c03\u5236\u7279\u5b9a\u8111\u533a\u7684\u6d3b\u52a8\u3002
\n\u5149\u9057\u4f20\u5b66\u5e72\u9884\uff08\u4ecd\u5728\u4e34\u5e8a\u524d\u7814\u7a76\uff09\uff1a\u901a\u8fc7\u57fa\u56e0\u5de5\u7a0b\u4f7f\u7279\u5b9a\u795e\u7ecf\u5143\u5bf9\u5149\u654f\u611f\uff0c\u7136\u540e\u7528\u5149\u8109\u51b2\u7cbe\u786e\u6291\u5236\u5f02\u5e38\u653e\u7535\u7684\u795e\u7ecf\u5143\u96c6\u7fa4\u3002
\n\u63d0\u793a\uff1a\u766b\u75eb\u9884\u6d4b\u7684\u51c6\u786e\u6027\u662f\u4f26\u7406\u548c\u4e34\u5e8a\u63a5\u53d7\u7684\u5173\u952e\u3002\u8fc7\u9ad8\u7684\u5047\u9633\u6027\u7387\u4f1a\u5bfc\u81f4\u4e0d\u5fc5\u8981\u7684\u5e72\u9884\u548c\u60a3\u8005\u7126\u8651\uff0c\u800c\u5047\u9634\u6027\u5219\u610f\u5473\u7740\u7cfb\u7edf\u5931\u6548\u3002\u56e0\u6b64\uff0c\u7b97\u6cd5\u5fc5\u987b\u5728\u654f\u611f\u6027\u4e0e\u7279\u5f02\u6027\u4e4b\u95f4\u53d6\u5f97\u8c28\u614e\u7684\u5e73\u8861\u3002<\/p>\n

5. \u6ce8\u610f\u529b\u7f3a\u9677\u4e0e\u8ba4\u77e5\u969c\u788d\u7684\u795e\u7ecf\u53cd\u9988\u8bad\u7ec3
\n\u8fd9\u4e0d\u662f\u63a7\u5236\u5916\u90e8\u8bbe\u5907\uff0c\u800c\u662f\u5229\u7528BCI\u4f5c\u4e3a\u4e00\u9762\u201c\u955c\u5b50\u201d\uff0c\u5c06\u7528\u6237\u81ea\u8eab\u96be\u4ee5\u5bdf\u89c9\u7684\u8111\u72b6\u6001\uff08\u5982\u6ce8\u610f\u529b\u6c34\u5e73\uff09\u53ef\u89c6\u5316\uff0c\u5e76\u901a\u8fc7\u53cd\u590d\u7ec3\u4e60\uff0c\u5b66\u4e60\u5982\u4f55\u81ea\u4e3b\u8c03\u8282\u8be5\u72b6\u6001\u3002\u8fd9\u88ab\u79f0\u4e3a\u795e\u7ecf\u53cd\u9988\u7597\u6cd5\uff0c\u5728\u6ce8\u610f\u529b\u7f3a\u9677\u591a\u52a8\u969c\u788d\uff08ADHD\uff09\u3001\u521b\u4f24\u540e\u5e94\u6fc0\u969c\u788d\uff08PTSD\uff09\u7684\u8f85\u52a9\u5eb7\u590d\u4e2d\u5c55\u73b0\u51fa\u6f5c\u529b\u3002<\/h3>\n

\u4ee5\u57fa\u4e8eEEG\u7684\u6ce8\u610f\u529b\u8bad\u7ec3\u4e3a\u4f8b\uff0c\u6838\u5fc3\u662f\u8bc6\u522b\u4e0e\u6ce8\u610f\u529b\u96c6\u4e2d\u76f8\u5173\u7684\u8111\u7535\u6807\u8bb0\u7269\uff0c\u5982\u611f\u89c9\u8fd0\u52a8\u8282\u5f8b\uff08SMR\uff0c12-15 Hz\uff09\u529f\u7387\u7684\u589e\u5f3a\uff0c\u4ee5\u53ca\u524d\u989d\u53f6\u03b8\u6ce2\uff084-8 Hz\uff09\u529f\u7387\u7684\u964d\u4f4e\u3002\u8bad\u7ec3\u7cfb\u7edf\u901a\u5e38\u8bbe\u8ba1\u6210\u4e00\u4e2a\u6e38\u620f\u6216\u4efb\u52a1\uff1a<\/p>\n

\u7528\u6237\u4f69\u6234EEG\u8bbe\u5907\uff0c\u6267\u884c\u9700\u8981\u4fdd\u6301\u6ce8\u610f\u529b\u7684\u4efb\u52a1\uff08\u5982\u89c2\u5bdf\u5c4f\u5e55\u4e0a\u7684\u7a33\u5b9a\u753b\u9762\uff09\u3002
\n\u7cfb\u7edf\u5b9e\u65f6\u8ba1\u7b97\u5176SMR\/\u03b8\u6ce2\u529f\u7387\u6bd4\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u6e38\u620f\u4e2d\u7684\u76f4\u89c2\u53cd\u9988\uff0c\u4f8b\u5982\uff1a
\n\u5f53\u6ce8\u610f\u529b\u96c6\u4e2d\u65f6\uff08SMR\u589e\u5f3a\uff0c\u03b8\u6ce2\u51cf\u5f31\uff09\uff0c\u5c4f\u5e55\u4e0a\u7684\u5c0f\u7403\u4fdd\u6301\u5e73\u7a33\u98de\u884c\u6216\u690d\u7269\u7f13\u6162\u751f\u957f\u3002
\n\u5f53\u6ce8\u610f\u529b\u5206\u6563\u65f6\uff0c\u5c0f\u7403\u4f1a\u4e0b\u5760\u6216\u690d\u7269\u505c\u6b62\u751f\u957f\u3002
\n\u7528\u6237\u901a\u8fc7\u89c2\u5bdf\u53cd\u9988\uff0c\u4e0b\u610f\u8bc6\u5730\u63a2\u7d22\u5e76\u5de9\u56fa\u90a3\u4e9b\u80fd\u5e26\u6765\u201c\u597d\u7ed3\u679c\u201d\uff08\u5c0f\u7403\u5e73\u7a33\uff09\u7684\u5fc3\u7406\u7b56\u7565\uff0c\u4ece\u800c\u9010\u6b65\u5b66\u4f1a\u4e3b\u52a8\u7ef4\u6301\u4e13\u6ce8\u72b6\u6001\u3002
\n\u6280\u672f\u5173\u952e\u5728\u4e8e\u4e2a\u6027\u5316\u3002\u4e0d\u540c\u4e2a\u4f53\u7684\u6ce8\u610f\u529b\u76f8\u5173\u8111\u7535\u7279\u5f81\u5b58\u5728\u5dee\u5f02\uff0c\u56e0\u6b64\u524d\u671f\u9700\u8981\u5efa\u7acb\u4e2a\u4eba\u7684\u57fa\u7ebf\u6a21\u578b\u3002\u6b64\u5916\uff0c\u53cd\u9988\u7684\u8bbe\u8ba1\u5fc5\u987b\u5177\u6709\u8db3\u591f\u7684\u5438\u5f15\u529b\u548c\u68af\u5ea6\uff0c\u4ee5\u7ef4\u6301\u7528\u6237\u7684\u52a8\u673a\u3002\u7814\u7a76\u8868\u660e\uff0c\u7ed3\u5408\u4e86\u865a\u62df\u73b0\u5b9e\uff08VR\uff09 \u7684\u795e\u7ecf\u53cd\u9988\u8bad\u7ec3\u80fd\u63d0\u4f9b\u66f4\u6c89\u6d78\u5f0f\u7684\u73af\u5883\uff0c\u53ef\u80fd\u63d0\u5347\u8bad\u7ec3\u6548\u679c\u3002\u7136\u800c\uff0c\u5176\u957f\u671f\u7597\u6548\u7684\u7a33\u5b9a\u6027\u3001\u4ee5\u53ca\u6548\u679c\u7a76\u7adf\u6e90\u4e8e\u5bf9\u8111\u7535\u7684\u81ea\u6211\u8c03\u8282\u8fd8\u662f\u666e\u901a\u7684\u8ba4\u77e5\u884c\u4e3a\u8bad\u7ec3\uff0c\u4ecd\u662f\u5b66\u672f\u754c\u6301\u7eed\u63a2\u8ba8\u7684\u8bfe\u9898\u3002<\/p>\n

\u4ece\u8fd9\u4e9b\u6848\u4f8b\u53ef\u4ee5\u770b\u51fa\uff0cBCI\u5728\u533b\u7597\u5eb7\u590d\u4e2d\u7684\u5e94\u7528\u5df2\u8fdc\u8fdc\u8d85\u8d8a\u4e86\u6982\u5ff5\u9a8c\u8bc1\u9636\u6bb5\u3002\u6bcf\u4e00\u9879\u5e94\u7528\u80cc\u540e\uff0c\u90fd\u662f\u4e00\u5957\u6df1\u5ea6\u878d\u5408\u4e86\u795e\u7ecf\u79d1\u5b66\u3001\u4fe1\u53f7\u5904\u7406\u3001\u673a\u5668\u5b66\u4e60\u3001\u673a\u5668\u4eba\u5b66\u548c\u4e34\u5e8a\u533b\u5b66\u7684\u590d\u6742\u6280\u672f\u6808\u3002\u6210\u529f\u7684\u5173\u952e\u4e0d\u4ec5\u5728\u4e8e\u7b97\u6cd5\u7684\u7cbe\u5ea6\uff0c\u66f4\u5728\u4e8e\u5bf9\u4e34\u5e8a\u9700\u6c42\u7684\u6df1\u523b\u7406\u89e3\u3001\u5bf9\u7cfb\u7edf\u9c81\u68d2\u6027\u7684\u6781\u81f4\u8ffd\u6c42\uff0c\u4ee5\u53ca\u5bf9\u7528\u6237\u4f53\u9a8c\u7684\u7ec6\u81f4\u6253\u78e8\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u62fc\u5199\u901f\u5ea6\u518d\u5feb\u4e00\u500d\u7684BCI\uff0c\u5982\u679c\u4f69\u6234\u6781\u5176\u4e0d\u9002\u6216\u6821\u51c6\u6d41\u7a0b\u7e41\u7410\uff0c\u4e5f\u96be\u4ee5\u4e3a\u95ed\u9501\u60a3\u8005\u6240\u63a5\u53d7\u3002
\n\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014
\n\u7248\u6743\u58f0\u660e\uff1a\u672c\u6587\u4e3aCSDN\u535a\u4e3b\u300c\u9648\u52b3\u65af\u300d\u7684\u539f\u521b\u6587\u7ae0\uff0c\u9075\u5faaCC 4.0 BY-SA\u7248\u6743\u534f\u8bae\uff0c\u8f6c\u8f7d\u8bf7\u9644\u4e0a\u539f\u6587\u51fa\u5904\u94fe\u63a5\u53ca\u672c\u58f0\u660e\u3002
\n\u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/blog.csdn.net\/weixin_29315569\/article\/details\/158673156<\/p>\n

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\u8111\u673a\u63a5\u53e3\uff1a\u91cd\u5851\u533b\u7597\u5eb7\u590d\u8fb9\u754c\u7684\u4e94\u4e2a\u6df1\u5ea6\u5b9e\u8df5 1. \u4e2d\u98ce\u540e\u4e0a\u80a2\u8fd0\u52a8\u529f\u80fd\u7684\u91cd\u5851\uff1a\u4ece\u610f\u56fe\u5230\u52a8\u4f5c\u7684\u95ed\u73af\u8bad\u7ec3 \u4e2d\u98ce\u540e\uff0c\u5927\u8111 […]<\/p>\n

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