{"id":15878,"date":"2025-12-02T02:28:29","date_gmt":"2025-12-02T02:28:29","guid":{"rendered":"https:\/\/sistc.com\/?p=15878"},"modified":"2025-12-02T02:28:32","modified_gmt":"2025-12-02T02:28:32","slug":"blog-mcu-ai-ml-edge-intelligence-with-smart-mems-microphone","status":"publish","type":"post","link":"https:\/\/sistc.com\/zh\/blog-mcu-ai-ml-edge-intelligence-with-smart-mems-microphone\/","title":{"rendered":"MCU AI\/ML\uff1a\u7f29\u5c0f\u667a\u80fd\u4e0e\u5d4c\u5165\u5f0f\u7cfb\u7edf\u4e4b\u95f4\u7684\u5dee\u8ddd"},"content":{"rendered":"<h3 class=\"wp-block-heading\">SISTC \u5982\u4f55\u5229\u7528\u667a\u80fd MEMS \u9ea6\u514b\u98ce\u548c AI MEMS \u9ea6\u514b\u98ce\u9635\u5217\u63a8\u52a8\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u53d1\u5c55<\/h3><p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u65e5\u76ca\u6e17\u900f\u5230\u73b0\u4ee3\u6280\u672f\u7684\u5404\u4e2a\u5c42\u9762\uff0c\u6211\u4eec\u770b\u5230\u4e86\u4e00\u4e2a\u5168\u7403\u6027\u7684\u8f6c\u53d8--\u4ece\u57fa\u4e8e GPU \u7684\u5f3a\u5927\u4e91\u670d\u52a1\u5668\u5411\u9ad8\u6548\u3001\u4f4e\u529f\u8017\u7684\u5d4c\u5165\u5f0f\u8fb9\u7f18\u8bbe\u5907\u8f6c\u53d8\u3002\u5728\u8fd9\u4e00\u8f6c\u53d8\u4e2d\uff0c\u5fae\u63a7\u5236\u5668 (MCU) \u548c TinyML \u6280\u672f\u53d1\u6325\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002<\/p><figure class=\"wp-block-image aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"630\" height=\"246\" src=\"https:\/\/sistc.com\/wp-content\/uploads\/2025\/12\/SISTC\u56fe\u7247.png\" alt=\"\" class=\"wp-image-15879\" srcset=\"https:\/\/sistc.com\/wp-content\/uploads\/2025\/12\/SISTC\u56fe\u7247.png 630w, https:\/\/sistc.com\/wp-content\/uploads\/2025\/12\/SISTC\u56fe\u7247-300x117.png 300w, https:\/\/sistc.com\/wp-content\/uploads\/2025\/12\/SISTC\u56fe\u7247-18x7.png 18w, https:\/\/sistc.com\/wp-content\/uploads\/2025\/12\/SISTC\u56fe\u7247-600x234.png 600w\" sizes=\"(max-width: 630px) 100vw, 630px\" \/><\/figure><p>\u5728\u65e0\u9521\u7845\u6e90\u79d1\u6280\u6709\u9650\u516c\u53f8\uff08SISTC\uff09\uff0c\u6211\u4eec\u7684\u4f7f\u547d\u662f\u5e26\u6765\u771f\u6b63\u7684 \"\u8fb9\u7f18\u667a\u80fd\"\u3002(\u65e0\u9521\u7845\u6e90\u79d1\u6280\u6709\u9650\u516c\u53f8\uff08SISTC\uff09\u7684\u4f7f\u547d\u662f\u5b9e\u73b0\u771f\u6b63\u7684 \"\u8fb9\u7f18\u667a\u80fd\"\u3002\u901a\u8fc7\u5c06 MEMS \u9ea6\u514b\u98ce\u6280\u672f\u4e0e\u4f18\u5316\u7684 MCU\/SoC \u8bbe\u8ba1\u76f8\u7ed3\u5408\uff0c\u6211\u4eec\u4f7f\u4f4e\u529f\u8017\u8bbe\u5907\u80fd\u591f\u6267\u884c AI\/ML \u4efb\u52a1\uff0c\u5373\u4f7f\u662f\u5728\u7535\u6c60\u4f9b\u7535\u6216\u59cb\u7ec8\u5728\u7ebf\u7684\u60c5\u51b5\u4e0b\u3002<\/p><h3 class=\"wp-block-heading\">\u4eba\u5de5\u667a\u80fd\/\u79fb\u52a8\u8bed\u8a00\u4e0e MCU \u7684\u7ed3\u5408\uff1a\u8fb9\u7f18\u667a\u80fd\u7684\u6848\u4f8b<\/h3><p>\u4eba\u5de5\u667a\u80fd\u4f7f\u7cfb\u7edf\u80fd\u591f\u6267\u884c\u7c7b\u4f3c\u4eba\u7c7b\u7684\u4efb\u52a1\uff1a\u7406\u89e3\u8bed\u8a00\u3001\u8bc6\u522b\u6a21\u5f0f\u3001\u505a\u51fa\u51b3\u7b56\u3002\u4f20\u7edf\u4e0a\uff0c\u8fd9\u7c7b\u7cfb\u7edf\u4f9d\u8d56\u4e8e\u4e91\u670d\u52a1\u5668\u6216\u5f3a\u5927\u7684 GPU\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u6a21\u5f0f\u6b63\u5728\u53d1\u751f\u8f6c\u53d8\u3002<\/p><p>MCU \u529f\u8017\u4f4e\u3001\u5916\u5f62\u5c0f\u5de7\uff0c\u800c\u4e14\u5904\u7406\u80fd\u529b\u4e0d\u65ad\u589e\u5f3a\uff0c\u6b63\u5728\u6210\u4e3a\u8fb9\u7f18\u7ea7\u4eba\u5de5\u667a\u80fd\u7684\u57fa\u7840\uff1a<\/p><ul class=\"wp-block-list\"><li><strong>\u5173\u952e\u8bcd\u641c\u7d22\u548c\u8bed\u97f3\u547d\u4ee4\u68c0\u6d4b<\/strong> (\u5524\u9192\u8bcd\u68c0\u6d4b\uff09<\/li>\n\n<li><strong>\u4f20\u611f\u5668\u878d\u5408<\/strong> - \u5408\u5e76\u6765\u81ea\u591a\u4e2a\u4f20\u611f\u5668\u7684\u6570\u636e\uff0c\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56<\/li>\n\n<li><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong> \u7528\u4e8e\u9884\u6d4b\u6027\u7ef4\u62a4\u6216\u8d28\u91cf\u63a7\u5236<\/li>\n\n<li><strong>\u7269\u4f53\u6216\u4e8b\u4ef6\u68c0\u6d4b<\/strong> \u4f8b\u5982\u58f0\u97f3\u5206\u7c7b\uff09\uff0c\u751a\u81f3\u662f\u5728\u53d7\u9650\u786c\u4ef6\u4e0a\u8fdb\u884c\u7b80\u5355\u7684\u89c6\u89c9\/\u97f3\u9891\u878d\u5408<\/li>\n\n<li><strong>\u624b\u52bf\u6216\u58f0\u97f3\u610f\u8bc6<\/strong> (\u4f8b\u5982\uff0c\u68c0\u6d4b\u5b58\u5728\u3001\u73af\u5883\u58f0\u97f3\u3001\u8bed\u97f3\u6307\u793a\uff09<\/li><\/ul><p>\u901a\u8fc7\u4f7f\u7528 MCU \u800c\u4e0d\u662f\u4e00\u5473\u4f9d\u8d56\u4e91\u6216\u5927\u578b\u786c\u4ef6\uff0c\u8bbe\u5907\u53ef\u83b7\u5f97\u4ee5\u4e0b\u4f18\u52bf <strong>\u5b9e\u65f6\u54cd\u5e94\u3001\u4f4e\u5ef6\u8fdf\u3001\u9690\u79c1\uff08\u8bbe\u5907\u4e0a\u5904\u7406\uff09<\/strong>\u4ee5\u53ca <strong>\u964d\u4f4e\u80fd\u8017<\/strong>.<\/p><h3 class=\"wp-block-heading\">\u6311\u6218\u4e3a\u4ec0\u4e48 MCU \u4e0a\u7684\u4eba\u5de5\u667a\u80fd\u5f88\u96be<\/h3><p>\u5728\u5fae\u63a7\u5236\u5668\u4e0a\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u5e76\u975e\u6613\u4e8b\uff0c\u56e0\u4e3a<\/p><ul class=\"wp-block-list\"><li><strong>\u5185\u5b58\u548c\u5b58\u50a8\u7a7a\u95f4\u6709\u9650<\/strong> - \u8bb8\u591a MCU \u53ea\u6709\u51e0\u5341\u6216\u51e0\u767e KB \u7684 RAM \u548c\u5c11\u91cf\u95ea\u5b58\uff0c\u8fdc\u8fdc\u4f4e\u4e8e\u5178\u578b\u7684 ML \u73af\u5883\u3002 <a href=\"https:\/\/design.eccn.com\/design_2022091510161847.htm?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\"><sub><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\">design.eccn.commcu.eetrend.com<\/mark><\/sub><\/a><\/li>\n\n<li><strong>\u53d7\u9650\u7684\u8ba1\u7b97\u80fd\u529b\u548c\u80fd\u6e90\u9884\u7b97<\/strong> - \u5377\u79ef\u3001\u77e9\u9635\u4e58\u6cd5\u6216\u9012\u5f52\u8fd0\u7b97\u7b49\u4efb\u52a1\u90fd\u662f\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u901a\u5e38\u4e0d\u9002\u5408\u4f20\u7edf MCU\u3002<\/li>\n\n<li><strong>\u5b9e\u65f6\u548c\u4f4e\u529f\u8017\u8981\u6c42<\/strong> - \u7279\u522b\u662f\u5728\u7535\u6c60\u4f9b\u7535\u6216\u59cb\u7ec8\u5728\u7ebf\u7684\u8bbe\u5907\u4e0a\uff0c\u5ef6\u8fdf\u548c\u80fd\u6548\u81f3\u5173\u91cd\u8981\u3002<\/li>\n\n<li><strong>\u6a21\u578b\u5927\u5c0f\u548c\u590d\u6742\u7a0b\u5ea6<\/strong> - \u590d\u6742\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc (DNN) \u53ef\u80fd\u56e0\u4e3a\u4f53\u79ef\u592a\u5927\u800c\u65e0\u6cd5\u5b89\u88c5\u5728 MCU \u4e0a\uff0c\u6216\u8005\u56e0\u4e3a\u592a\u91cd\u800c\u65e0\u6cd5\u9ad8\u6548\u8fd0\u884c\u3002<\/li><\/ul><p>\u8fd9\u4e9b\u6311\u6218\u610f\u5473\u7740\uff0c\u7b80\u5355\u5730\u5c06\u4e91\u8ba1\u7b97\u98ce\u683c\u7684\u795e\u7ecf\u7f51\u7edc\u79fb\u690d\u5230 MCU \u4e0a\u901a\u5e38\u662f\u884c\u4e0d\u901a\u7684\u3002\u76f8\u53cd\uff0c\u6211\u4eec\u9700\u8981\u4f18\u5316\u6a21\u578b\u3001\u8f7b\u91cf\u7ea7\u63a8\u7406\u5f15\u64ce\u548c\u786c\u4ef6\u611f\u77e5\u8bbe\u8ba1\u3002<\/p><h3 class=\"wp-block-heading\">TinyML\uff1a\u8ba9\u8bbe\u5907\u4e0a\u7684\u4eba\u5de5\u667a\u80fd\u6210\u4e3a\u73b0\u5b9e<\/h3><p>TinyML - \u5728\u8d44\u6e90\u53d7\u9650\u7684\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e0a\u90e8\u7f72\u4f18\u5316\u7684 ML \u6a21\u578b\u7684\u5b9e\u8df5 - \u5e94\u5bf9\u4e86\u8fd9\u4e9b\u6311\u6218\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\"> <\/mark><sub><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\">\u798f\u5229\u5305\u62ec <a href=\"https:\/\/mcu.eetrend.com\/content\/2024\/100587527.html?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">mcu.eetrend.com<\/a><\/mark><\/sub><\/p><ul class=\"wp-block-list\"><li><strong>\u672c\u5730\u63a8\u7406\uff1a\u4e0d\u4f9d\u8d56\u4e91<\/strong> - \u786e\u4fdd\u9690\u79c1\uff0c\u51cf\u5c11\u5ef6\u8fdf\uff0c\u5b9e\u73b0\u79bb\u7ebf\u7a33\u5b9a\u8fd0\u884c<\/li>\n\n<li><strong>\u4f4e\u529f\u8017 - \u9002\u5408\u7535\u6c60\u4f9b\u7535\u8bbe\u5907\u6216\u59cb\u7ec8\u4fdd\u6301\u63a5\u901a\u7684\u4f20\u611f\u5668<\/strong><\/li>\n\n<li><strong>\u7d27\u51d1\u578b\u673a\u578b<\/strong> - \u7ecf\u8fc7\u91cf\u5316\u3001\u526a\u679d\u6216\u67b6\u6784\u4f18\u5316\u540e\uff0c\u6a21\u578b\u53ef\u5728\u51e0\u5341\u5230\u51e0\u767e KB \u7684\u5185\u5b58\u4e2d\u8fd0\u884c<\/li>\n\n<li><strong>\u5b9e\u65f6\u54cd\u5e94<\/strong> - \u5b9e\u73b0\u53ca\u65f6\u53cd\u5e94\uff08\u5982\u5524\u9192\u8bcd\u68c0\u6d4b\u3001\u4e8b\u4ef6\u68c0\u6d4b\u3001\u5f02\u5e38\u8b66\u544a\u7b49\uff09<\/li><\/ul><p>TinyML \u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u5e94\u7528\u5305\u62ec\u5173\u952e\u8bcd\u5b9a\u4f4d\u3001\u58f0\u97f3\u4e8b\u4ef6\u68c0\u6d4b\uff08\u5982\u73bb\u7483\u7834\u788e\u68c0\u6d4b\u3001\u54b3\u55fd\u68c0\u6d4b\uff09\u3001\u73af\u5883\u76d1\u6d4b\u3001\u9884\u6d4b\u6027\u7ef4\u62a4\u3001\u53ef\u7a7f\u6234\u5065\u5eb7\u76d1\u6d4b\u7b49\u3002 <sub><a href=\"https:\/\/www.atharvgyan.com\/2025\/05\/tinyml-tutorial-2025-build-low-power-ai.html?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener sponsored nofollow\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\">atharvgyan.com+2CSDN<\/mark><\/a><\/sub><\/p><p>\u5b66\u672f\u7814\u7a76\u4e3a\u8fd9\u4e9b\u8fdb\u5c55\u63d0\u4f9b\u4e86\u652f\u6301\uff1a\u4f8b\u5982\uff0cMCUNet \u6846\u67b6\u8868\u660e\uff0c\u9002\u5f53\u8bbe\u8ba1\u7684\u795e\u7ecf\u67b6\u6784\u548c\u9ad8\u6548\u63a8\u7406\u5f15\u64ce\u53ef\u5b9e\u73b0 \"\u5fae\u63a7\u5236\u5668\u4e0a\u7684 ImageNet \u89c4\u6a21\u63a8\u7406\"\u3002 <a href=\"https:\/\/arxiv.org\/abs\/2007.10319?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\"><sub><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\">arXiv<\/mark><\/sub><\/a><\/p><h3 class=\"wp-block-heading\">SISTC \u7684\u521b\u65b0\uff1a\u5229\u7528 MEMS \u9ea6\u514b\u98ce\u5b9e\u73b0\u4ee5\u97f3\u9891\u4e3a\u4e2d\u5fc3\u7684\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd<\/h3><p>\u5728 SISTC\uff0c\u6211\u4eec\u5c06 TinyML \u539f\u5219\u5177\u4f53\u5e94\u7528\u4e8e <strong>\u97f3\u9891\u4f20\u611f<\/strong> - \u5c06\u667a\u80fd\u76f4\u63a5\u5d4c\u5165\u9ea6\u514b\u98ce\u524d\u7aef\u548c\u8fb9\u7f18 SoC\u3002<\/p><h4 class=\"wp-block-heading\">\u667a\u80fd MEMS \u9ea6\u514b\u98ce - \u4eba\u5de5\u667a\u80fd\u5c31\u7eea\u7684\u97f3\u9891\u524d\u7aef<\/h4><p>\u6211\u4eec\u7684 <a href=\"https:\/\/sistc.com\/zh\/product\/smart-mems-microphone\/\">\u667a\u80fd MEMS \u9ea6\u514b\u98ce<\/a> \u4e13\u4e3a\u8fb9\u7f18 AI\/ML \u5e94\u7528\u800c\u8bbe\u8ba1\uff1a<\/p><ul class=\"wp-block-list\"><li>\u8d85\u4f4e\u529f\u8017--\u9002\u7528\u4e8e\u59cb\u7ec8\u4fdd\u6301\u5f00\u673a\u72b6\u6001\u3001\u4f7f\u7528\u7535\u6c60\u4f9b\u7535\u7684\u8bbe\u5907 <a href=\"https:\/\/sistc.com\/zh\/low-power-mems-microphone-ai-sensing\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\"><sub><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\">sistc.com<\/mark><\/sub><\/a><\/li>\n\n<li>\u9ad8\u4fe1\u566a\u6bd4 (SNR) \u548c\u5bbd\u52a8\u6001\u8303\u56f4--\u4e3a ML \u63a8\u7406\u63d0\u4f9b\u53ef\u9760\u7684\u58f0\u5b66\u6570\u636e <a href=\"https:\/\/sistc.com\/zh\/low-power-mems-microphone-ai-sensing\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\"><sub><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\">sistc.com<\/mark><\/sub><\/a><\/li>\n\n<li>\u6570\u5b57\u8f93\u51fa\uff08\u5982 PDM\uff09--\u4fbf\u4e8e MCU \u6216 DSP \u9ad8\u6548\u91c7\u96c6\u6570\u636e\uff0c\u65e0\u9700\u5e9e\u5927\u7684\u6a21\u62df\u524d\u7aef <a href=\"https:\/\/sistc.com\/zh\/low-power-mems-microphone-ai-sensing\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\"><sub><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\">sistc.com<\/mark><\/sub><\/a><\/li>\n\n<li>\u5916\u5f62\u5c0f\u5de7 - \u9002\u5408\u7a7a\u95f4\u6709\u9650\u7684\u7269\u8054\u7f51\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u6216\u667a\u80fd\u5bb6\u5c45\u8bbe\u5907<\/li><\/ul><p>\u4e0e\u652f\u6301 TinyML \u7684\u5fae\u63a7\u5236\u5668\u914d\u5bf9\u540e\uff0c\u8fd9\u6837\u7684\u9ea6\u514b\u98ce\u5c31\u6210\u4e86\u672c\u5730\u63a8\u7406\u4efb\u52a1\u7684\u524d\u7aef\uff0c\u5982<\/p><ul class=\"wp-block-list\"><li>\u5524\u9192\u8bcd\u68c0\u6d4b\uff08\u5173\u952e\u8bcd\u53d1\u73b0\uff09<\/li>\n\n<li>\u97f3\u9891\u4e8b\u4ef6\u5206\u7c7b\uff08\u73bb\u7483\u7834\u788e\u3001\u54b3\u55fd\u68c0\u6d4b\u3001\u73af\u5883\u58f0\u97f3\u68c0\u6d4b\uff09<\/li>\n\n<li>\u59cb\u7ec8\u5728\u7ebf\u7684\u73af\u5883\u76d1\u6d4b\uff08\u73af\u5883\u566a\u58f0\u3001\u5b58\u5728\u68c0\u6d4b\uff09<\/li>\n\n<li>\u58f0\u97f3\u5f02\u5e38\u68c0\u6d4b\uff08\u7528\u4e8e\u5b89\u5168\u6216\u7ef4\u62a4\uff09<\/li><\/ul><p>\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u4e3b MCU \u4ece\u7e41\u91cd\u7684\u6a21\u62df\u5904\u7406\u4e2d\u89e3\u8131\u51fa\u6765\uff0c\u964d\u4f4e\u4e86\u529f\u8017\uff0c\u5e76\u786e\u4fdd\u5728\u771f\u5b9e\u4e16\u754c\u7684\u5608\u6742\u73af\u5883\u4e2d\u8fdb\u884c\u53ef\u9760\u3001\u51c6\u786e\u7684\u4f20\u611f\u3002<\/p><h4 class=\"wp-block-heading\">\u4eba\u5de5\u667a\u80fd MEMS \u9ea6\u514b\u98ce\u9635\u5217 - \u7a7a\u95f4\u97f3\u9891\u667a\u80fd\u548c\u8bed\u97f3\u611f\u77e5\u80fd\u529b<\/h4><p>\u5bf9\u4e8e\u8bed\u97f3\u65b9\u5411\u68c0\u6d4b\u3001\u6ce2\u675f\u6210\u5f62\u3001\u8bed\u97f3\u589e\u5f3a\u3001\u591a\u58f0\u9053\u97f3\u9891\u5904\u7406\u7b49\u66f4\u9ad8\u7ea7\u7684\u7528\u4f8b\uff0cSISTC \u53ef\u63d0\u4f9b <strong>\u4eba\u5de5\u667a\u80fd MEMS \u9ea6\u514b\u98ce\u9635\u5217<\/strong> (\u76ee\u5f55\uff09\uff1a <a href=\"https:\/\/sistc.com\/zh\/product-category\/sensor-module\/\">\u4f20\u611f\u5668\u6a21\u5757\u7c7b\u522b<\/a>).<\/p><p>\u8be5\u9635\u5217\u4e0e\u5d4c\u5165\u5f0f\u4eba\u5de5\u667a\u80fd\/\u4eba\u5de5\u667a\u80fd\u63a8\u7406\u76f8\u7ed3\u5408\uff0c\u53ef\u652f\u6301<\/p><ul class=\"wp-block-list\"><li>\u58f0\u6e90\u5b9a\u4f4d\uff08\u5230\u8fbe\u65b9\u5411\uff0cDoA\uff09<\/li>\n\n<li>\u6ce2\u675f\u6210\u5f62\u548c\u566a\u58f0\u6291\u5236<\/li>\n\n<li>\u591a\u901a\u9053\u573a\u666f\u4e2d\u7684\u5d4c\u5165\u5f0f\u8bed\u97f3\u589e\u5f3a\u6216\u97f3\u9891\u4e8b\u4ef6\u68c0\u6d4b<\/li>\n\n<li>\u667a\u80fd\u5bb6\u5c45\u3001\u673a\u5668\u4eba\u3001\u5de5\u4e1a\u76d1\u63a7\u3001\u5b89\u9632\u7cfb\u7edf--\u53ea\u8981\u662f\u4e0e\u58f0\u5b66\u610f\u8bc6\u548c\u7a7a\u95f4\u97f3\u9891\u6709\u5173\u7684\u9886\u57df<\/li><\/ul><p>\u901a\u8fc7\u8fd9\u79cd\u96c6\u6210\uff0c\u5373\u4f7f\u662f\u7a7a\u95f4\u548c\u529f\u7387\u53d7\u9650\u7684\u8bbe\u5907\uff08\u667a\u80fd\u626c\u58f0\u5668\u3001\u95e8\u94c3\u3001\u5b89\u5168\u4f20\u611f\u5668\u3001\u5de5\u4e1a\u58f0\u5b66\u76d1\u63a7\u5668\uff09\u4e5f\u80fd\u83b7\u5f97\u5148\u8fdb\u7684\u97f3\u9891\u667a\u80fd\u3002<\/p><h3 class=\"wp-block-heading\">MCU + \u4eba\u5de5\u667a\u80fd\u52a0\u901f\u5668\uff1a\u5b9e\u73b0\u8fb9\u7f18\u9ad8\u6548\u63a8\u7406<\/h3><p>SISTC \u7684\u65b0\u4e00\u4ee3\u65e0\u7ebf SoC \u548c MCU \u96c6\u6210\u4e86\u4e13\u7528\u77e9\u9635\/\u77e2\u91cf\u5904\u7406\u5355\u5143\uff08AI\/ML \u52a0\u901f\u5668\uff09\uff0c\u4ece\u800c\u80fd\u591f\u5b9e\u73b0<\/p><ul class=\"wp-block-list\"><li>\u9ad8\u6548\u6267\u884c\u5377\u79ef\u5c42\u6216\u5bc6\u96c6\u5c42\uff08CNN\u3001MLP\uff09<\/li>\n\n<li>\u52a0\u901f\u63a8\u7406\uff0c\u964d\u4f4e\u5ef6\u8fdf\u548c\u529f\u8017<\/li>\n\n<li>\u652f\u6301 TinyML \u6846\u67b6\uff08\u4f8b\u5982\u91cf\u5316 CNN\u3001\u5c0f\u578b\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u3001\u97f3\u9891\u5206\u7c7b\uff09<\/li><\/ul><p>\u8fd9\u79cd SoC \u7ea7\u96c6\u6210\u4f7f\u5728\u8d44\u6e90\u53d7\u9650\u3001\u7535\u6c60\u4f9b\u7535\u7684\u8bbe\u5907\u4e0a\u8fd0\u884c\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u8d1f\u8f7d\uff08\u5982\u5524\u9192\u8bcd\u68c0\u6d4b\u3001\u58f0\u5b66\u4e8b\u4ef6\u68c0\u6d4b\u548c\u5176\u4ed6\u8f7b\u5ea6\u5206\u7c7b\u4efb\u52a1\uff09\u6210\u4e3a\u53ef\u80fd--\u5b8c\u5168\u5728\u8bbe\u5907\u4e0a\u5b9e\u65f6\u8fd0\u884c\u3002<\/p><h3 class=\"wp-block-heading\">\u7ed3\u8bba--\u8fc8\u5411\u97f3\u9891\u8fb9\u7f18\u667a\u80fd\u7684\u672a\u6765<\/h3><p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u4e0d\u65ad\u4ece\u4e91\u7aef\u8fdb\u5165\u6bcf\u4e2a\u4f20\u611f\u5668\u548c\u8bbe\u5907\uff0c\"\u8fb9\u7f18\u667a\u80fd \"\u5df2\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6d41\u884c\u8bcd\uff0c\u800c\u662f\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\u5bf9\u4e8e\u57fa\u4e8e\u97f3\u9891\u7684\u5e94\u7528\u800c\u8a00\uff0c\u5c06\u4eba\u5de5\u667a\u80fd\u5d4c\u5165 MEMS \u9ea6\u514b\u98ce\u548c\u8fb9\u7f18 MCU \u5c06\u5e26\u6765\u65b0\u7684\u53ef\u80fd\u6027\uff1a\u4fdd\u62a4\u9690\u79c1\u7684\u59cb\u7ec8\u5728\u7ebf\u8bed\u97f3\u63a7\u5236\u3001\u58f0\u5b66\u4e8b\u4ef6\u68c0\u6d4b\u3001\u667a\u80fd\u53ef\u7a7f\u6234\u8bbe\u5907\u3001\u667a\u80fd\u5bb6\u5c45\u81ea\u52a8\u5316\u3001\u5de5\u4e1a\u4f20\u611f\u3001\u73af\u5883\u76d1\u6d4b\u7b49\u3002<\/p><p>\u5728 SISTC\uff0c\u51ed\u501f\u6211\u4eec\u7684\u667a\u80fd MEMS \u9ea6\u514b\u98ce\u548c AI MEMS \u9ea6\u514b\u98ce\u9635\u5217\uff0c\u6211\u4eec\u6b63\u5728\u6784\u5efa\u672a\u6765\u8fb9\u7f18 AI \u751f\u6001\u7cfb\u7edf\u7684\u57fa\u7840 - 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