{"id":21557,"date":"2024-01-31T04:45:00","date_gmt":"2024-01-31T11:45:00","guid":{"rendered":"https:\/\/ambiq.com\/blog\/%e5%9c%a8%e8%be%b9%e7%bc%98%e8%ae%a1%e7%ae%97%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%9a%84%e4%bc%98%e5%8a%bf\/"},"modified":"2025-11-09T04:35:15","modified_gmt":"2025-11-09T11:35:15","slug":"benefits-of-computing-ai-at-the-edge","status":"publish","type":"blog","link":"https:\/\/ambiq.com\/cn\/blog\/benefits-of-computing-ai-at-the-edge\/","title":{"rendered":"\u5728\u8fb9\u7f18\u8ba1\u7b97\u4eba\u5de5\u667a\u80fd\u7684\u4f18\u52bf"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1184\" height=\"672\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2024\/01\/Flux_Schnell_An_isometric_digital_illustration_on_a_dark_blue__0.jpg\" alt=\"\" class=\"wp-image-26569\" style=\"width:800px\" title=\"\" srcset=\"\/wp-content\/uploads\/2024\/01\/Flux_Schnell_An_isometric_digital_illustration_on_a_dark_blue__0.jpg 1184w, \/wp-content\/uploads\/2024\/01\/Flux_Schnell_An_isometric_digital_illustration_on_a_dark_blue__0-150x85.jpg 150w\" sizes=\"auto, (max-width: 1184px) 100vw, 1184px\" \/><\/figure>\n<\/div>\n<p>\u5728\u8fd9\u4e2a\u7531\u4e92\u8054\u6280\u672f\u4e3b\u5bfc\u7684\u65f6\u4ee3\uff0c\u5c06\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u8ba1\u7b97\u6574\u5408\u5230\u8fb9\u7f18-\u4e92\u8054\u8bbe\u5907\uff0c\u6b63\u5728\u5f7b\u5e95\u6539\u53d8\u6211\u4eec\u611f\u77e5\u667a\u80fd\u8bbe\u5907\u5e76\u4e0e\u4e4b\u4e92\u52a8\u7684\u65b9\u5f0f\u3002\u8fd9\u79cd\u96c6\u6210\u901a\u5e38\u88ab\u79f0\u4e3a<g id=\"gid_0\">\u672c\u5730\u8bbe\u5907\u4eba\u5de5\u667a\u80fd<\/g>\u6216<g id=\"gid_1\">\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd<\/g>\u8ba1\u7b97\uff0c\u662f\u4e00\u79cd\u65e5\u76ca\u6d41\u884c\u7684\u6846\u67b6\uff0c\u7528\u4e8e\u6709\u6548\u6536\u96c6\u548c\u5904\u7406\u72ec\u7acb\u4e8e\u4e91\u7684\u6570\u636e\u3002\u636e\u4f30\u8ba1\uff0c\u672a\u6765<sup>\u5341\u5e74<\/sup>\u7269\u8054\u7f51\u548c\u667a\u80fd\u8bbe\u5907\u7684\u91c7\u7528\u91cf\u5c06\u4ece 151 \u4ebf\u53f0\u589e\u52a0\u5230 346 \u4ebf\u53f01 \uff0c\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u6709\u671b\u589e\u5f3a\u8fd9\u4e9b\u8bbe\u5907\u7684\u529f\u80fd\u548c\u667a\u80fd\u3002    <\/p>\n\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u63a2\u8ba8\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u7684\u590d\u6742\u6027\uff0c\u5305\u62ec\u5b83\u7684\u4f18\u52bf\u3001\u6311\u6218\u4ee5\u53ca\u4f7f\u667a\u80fd\u8bbe\u5907\u65e0\u5904\u4e0d\u5728\u7684\u7f8e\u597d\u524d\u666f\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-edge-ai-nbsp\"><strong>\u4ec0\u4e48\u662f\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\uff1f<\/strong> <\/h2>\n\n<p>\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u76f4\u63a5\u5728\u672c\u5730\u8bbe\u5907\uff08\u5305\u62ec\u4f20\u611f\u5668\u6216\u7269\u8054\u7f51\u8bbe\u5907\uff09\u4e0a\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u548c\u6a21\u578b\uff0c\u7136\u540e\u5728\u672c\u5730\u6536\u96c6\u548c\u5904\u7406\u6570\u636e\u3002\u8fd9\u79cd\u8bbe\u5907\u4e0a\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u80fd\u529b\u7684\u878d\u5408\u4e3a\u5f00\u53d1\u65b0\u7528\u4f8b\u548c\u5e94\u7528\u7684\u6f5c\u529b\u63d0\u4f9b\u4e86\u65b0\u7684\u57fa\u7840\u3002   <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-benefits-of-computing-on-a-local-device-nbsp\"><strong>\u672c\u5730\u8bbe\u5907\u8ba1\u7b97\u7684\u4f18\u52bf<\/strong> <\/h2>\n\n<p>\u4e0e\u4f20\u7edf\u7684\u4e91\u8ba1\u7b97\u65b9\u6cd5\u4e0d\u540c\uff0c\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u667a\u80fd\u66f4\u63a5\u8fd1\u6570\u636e\u6e90\uff0c\u5177\u6709\u8bb8\u591a\u4f18\u52bf\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-enhanced-privacy-and-data-security-nbsp\"><strong>\u589e\u5f3a\u9690\u79c1\u548c\u6570\u636e\u5b89\u5168<\/strong> <\/h3>\n\n<p>\u5728\u672c\u5730\u8bbe\u5907\u4e0a\u5b9e\u65bd\u4eba\u5de5\u667a\u80fd\u53ef\u589e\u5f3a\u7528\u6237\u5bf9\u5176\u6570\u636e\u7684\u63a7\u5236\u80fd\u529b\u3002\u5728\u672c\u5730\u5904\u7406\u654f\u611f\u4fe1\u606f\u53ef\u51cf\u8f7b\u5bf9\u9690\u79c1\u7684\u62c5\u5fe7\uff0c\u5e76\u964d\u4f4e\u6570\u636e\u66b4\u9732\u4e8e\u5916\u90e8\u7f51\u7edc\u7684\u53ef\u80fd\u6027\u3002\u901a\u8fc7\u5c06\u4eba\u5de5\u667a\u80fd\u8f6c\u79fb\u5230\u672c\u5730\u8bbe\u5907\uff0c\u8d1f\u8d23\u7ef4\u62a4\u5ba2\u6237\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff08PII\uff09\u5b89\u5168\u7684\u7ec4\u7ec7\u53ef\u4ee5\u5f97\u5230\u66f4\u597d\u7684\u4fdd\u62a4\u3002    <\/p>\n\n<p>\u5728\u8bbe\u5907\u4e0a\uff0c\u8fd9\u4e9b\u6570\u636e\u4e0d\u4f1a\u66b4\u9732\u5728\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u548c\u5176\u4ed6\u7b2c\u4e09\u65b9\u7684\u670d\u52a1\u5668\u4e0a\uff0c\u4ece\u800c\u786e\u4fdd\u66f4\u597d\u5730\u9075\u5b88\u6709\u5173\u6570\u636e\u4fdd\u62a4\u7684\u672c\u5730\u548c\u56fd\u9645\u6cd5\u89c4\u3002\u8fd9\u79cd\u65b9\u6cd5\u964d\u4f4e\u4e86\u4e0e\u6570\u636e\u6cc4\u9732\u548c\u672a\u7ecf\u6388\u6743\u8bbf\u95ee\u76f8\u5173\u7684\u98ce\u9669\uff0c\u4e3a\u9700\u8981\u63d0\u9ad8\u5b89\u5168\u6027\u7684\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u89e3\u51b3\u65b9\u6848\u3002   <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-faster-processing-nbsp\"><strong>\u66f4\u5feb\u7684\u5904\u7406\u901f\u5ea6<\/strong> <\/h3>\n\n<p>\u4e91\u7aef\u4eba\u5de5\u667a\u80fd\u7684\u4f18\u52bf\u9700\u8981\u4ed8\u51fa\u9ad8\u6602\u7684\u4ee3\u4ef7\u3002\u50cf GPT-3 \u8fd9\u6837\u7684\u8bed\u8a00\u6a21\u578b\uff08OpenAI \u636e\u6b64\u6784\u5efa\u4e86 ChatGPT \u7cfb\u7edf\uff09\u9700\u8981\u5de8\u5927\u7684\u8ba1\u7b97\u80fd\u529b\u6765\u5904\u7406\u3002\u5728 ChatGPT \u63a8\u51fa\u540e\uff0cOpenAI \u4e0d\u5f97\u4e0d\u542f\u52a8\u6d41\u91cf\u7ba1\u7406\u7b56\u7565\uff0c\u5982\u6392\u961f\u7cfb\u7edf\u548c\u964d\u4f4e\u67e5\u8be2\u901f\u5ea6\uff0c\u4ee5\u5e94\u5bf9\u6fc0\u589e\u7684\u9700\u6c42<g id=\"gid_0\">2<\/g>\u3002\u8fd9\u4e00\u4e8b\u4ef6\u51f8\u663e\u4e86\u8ba1\u7b97\u80fd\u529b\u6b63\u5728\u6210\u4e3a\u74f6\u9888\uff0c\u9650\u5236\u4e86\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u53d1\u5c55\u3002     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src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2024\/01\/Flux_Schnell_A_closeup_of_a_persons_wrist_wearing_a_black_smar_2-1.jpg\" alt=\"\" class=\"wp-image-26571\" style=\"width:800px\" title=\"\" srcset=\"\/wp-content\/uploads\/2024\/01\/Flux_Schnell_A_closeup_of_a_persons_wrist_wearing_a_black_smar_2-1.jpg 1184w, \/wp-content\/uploads\/2024\/01\/Flux_Schnell_A_closeup_of_a_persons_wrist_wearing_a_black_smar_2-1-150x85.jpg 150w\" sizes=\"auto, (max-width: 1184px) 100vw, 1184px\" \/><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-enhanced-user-experience-nbsp\"><strong>\u589e\u5f3a\u7528\u6237\u4f53\u9a8c<\/strong> <\/h3>\n\n<p>\u5ef6\u8fdf\u7684\u51cf\u5c11\u548c\u5904\u7406\u901f\u5ea6\u7684\u63d0\u9ad8\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u65e0\u7f1d\u548c\u53cd\u5e94\u8fc5\u901f\u7684\u4f53\u9a8c\u3002\u5b9e\u65f6\u53cd\u9988\u6210\u4e3a\u53ef\u80fd\uff0c\u4ece\u800c\u63d0\u9ad8\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u53c2\u4e0e\u5ea6\u3002\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u53ef\u5728\u672c\u5730\u5904\u7406\u548c\u5206\u6790\u7528\u6237\u6570\u636e\uff0c\u521b\u5efa\u4e2a\u6027\u5316\u4f53\u9a8c\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u96c6\u4e2d\u5f0f\u670d\u52a1\u5668<sup>3<\/sup>\u3002    <\/p>\n\n<p>\u8fd9\u5c06\u5e26\u6765\u53cd\u5e94\u66f4\u5feb\u3001\u66f4\u91cf\u8eab\u5b9a\u5236\u7684\u670d\u52a1\uff0c\u4f8b\u5982\u9488\u5bf9\u8d2d\u7269\u6e05\u5355\u3001\u5065\u8eab\u5e94\u7528\u7a0b\u5e8f\u548c\u81b3\u98df\u63a8\u8350\u7b49\u60c5\u51b5\u7684\u4e2a\u6027\u5316\u63a8\u8350\u548c\u5185\u5bb9\u4ea4\u4ed8\u3002\u8fd9\u79cd\u7c7b\u578b\u7684\u4e2a\u6027\u5316\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u5438\u5f15\u7528\u6237\uff0c\u63d0\u9ad8\u4ed6\u4eec\u5bf9\u4e0e\u5176\u5174\u8da3\u4ea7\u751f\u5171\u9e23\u7684\u5185\u5bb9\u548c\u4f53\u9a8c\u7684\u53c2\u4e0e\u5ea6\u3002   <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-reduced-dependence-on-the-cloud-nbsp\"><strong>\u51cf\u5c11\u5bf9\u4e91\u7684\u4f9d\u8d56<\/strong> <\/h3>\n\n<p>\u867d\u7136\u4e91\u5728\u6536\u96c6\u548c\u5904\u7406\u6570\u636e\u65b9\u9762\u5177\u6709\u5de8\u5927\u7684\u80fd\u91cf\uff0c\u4f46\u5b83\u5bb9\u6613\u53d7\u5230\u9ed1\u5ba2\u653b\u51fb\u6216\u4e2d\u65ad\u7b49\u5a01\u80c1\uff0c\u800c\u4e14\u5728\u4e92\u8054\u7f51\u63a5\u5165\u6709\u9650\u7684\u5730\u533a\u53ef\u80fd\u65e0\u6cd5\u4f7f\u7528<sup>4<\/sup>\u3002\u5229\u7528\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u8bbe\u5907\u51cf\u5c11\u5bf9\u4e91\u7684\u4f9d\u8d56\uff0c\u4e0d\u4ec5\u80fd\u63d0\u9ad8\u5176\u6027\u80fd\uff0c\u8fd8\u80fd\u589e\u5f3a\u5176\u5b89\u5168\u6027\uff0c\u4f7f\u5176\u514d\u53d7\u5916\u90e8\u5a01\u80c1\u3002\u8fd9\u4e5f\u63d0\u9ad8\u4e86\u5b83\u4eec\u5728\u4e92\u8054\u7f51\u8fde\u63a5\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u7684\u6062\u590d\u80fd\u529b\uff0c\u5bf9\u4e8e\u504f\u8fdc\u5730\u533a\u6216\u7f51\u7edc\u8bbf\u95ee\u65f6\u65ad\u65f6\u7eed\u7684\u73af\u5883\u4e2d\u7684\u5e94\u7528\u5c24\u4e3a\u91cd\u8981\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-challenges-of-ai-on-local-devices-nbsp\"><strong>\u4eba\u5de5\u667a\u80fd\u5728\u672c\u5730\u8bbe\u5907\u4e0a\u7684\u6311\u6218<\/strong> <\/h2>\n\n<p>\u76ee\u524d\u5b58\u5728\u7684\u4e00\u4e9b\u969c\u788d\u53ef\u80fd\u4f1a\u9650\u5236\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u6f5c\u529b\u7684\u5145\u5206\u53d1\u6325\u3002\u8fd9\u4e9b\u969c\u788d\u5305\u62ec<em>\u786c\u4ef6\u9650\u5236\u3001\u5185\u5b58\u8981\u6c42\u548c\u7535\u6e90\u9650\u5236\u3002 <\/em>\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u5c24\u5176\u662f\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u901a\u5e38\u9700\u8981\u5927\u91cf\u5185\u5b58\u8d44\u6e90\u3002\u672c\u5730\u8bbe\u5907\u7684\u5904\u7406\u80fd\u529b\u901a\u5e38\u6709\u9650\uff0c\u8fd9\u7ed9\u5b9e\u65bd\u8d44\u6e90\u5bc6\u96c6\u578b\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u5e26\u6765\u4e86\u6311\u6218\u3002\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u4e5f\u5f88\u8017\u7535\uff0c\u4f1a\u5f71\u54cd\u672c\u5730\u8bbe\u5907\u7684\u7535\u6c60\u5bff\u547d\u3002     <\/p>\n\n<p>\u79fb\u52a8\u8bbe\u5907\u5728\u8ba1\u7b97\u8d44\u6e90\u3001\u5185\u5b58\u3001\u5b58\u50a8\u548c\u529f\u8017\u65b9\u9762\u53d7\u5230\u66f4\u591a\u9650\u5236\u3002\u56e0\u6b64\uff0c\u8bbe\u5907\u4e0a\u7684\u6a21\u578b\u9700\u8981\u6bd4\u670d\u52a1\u5668\u4e0a\u7684\u6a21\u578b\u5c0f\u5f97\u591a\uff0c\u8fd9\u53ef\u80fd\u4f7f\u5b83\u4eec\u7684\u529f\u80fd\u66f4\u5f31<g id=\"gid_0\">5<\/g>\u3002 \u5728\u529f\u80fd\u548c\u8d44\u6e90\u6d88\u8017\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u662f\u8bbe\u8ba1\u4eba\u5de5\u667a\u80fd\u8bbe\u5907\u7684\u5173\u952e\u6311\u6218\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-the-outlook-of-ai-on-local-devices-nbsp\"><strong>\u4eba\u5de5\u667a\u80fd\u5728\u672c\u5730\u8bbe\u5907\u4e0a\u7684\u5e94\u7528\u524d\u666f<\/strong> <\/h2>\n\n<p>\u5c3d\u7ba1\u5b58\u5728\u8fd9\u4e9b\u6311\u6218\uff0c\u4f46\u786c\u4ef6\u8bbe\u8ba1\u548c\u4f18\u5316\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\u6b63\u5728\u9010\u6b65\u514b\u670d\u969c\u788d\u3002\u8fb9\u7f18\u8ba1\u7b97\u548c\u9ad8\u80fd\u6548\u5904\u7406\u5668\u7b49\u6280\u672f\u4e3a\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u672c\u5730\u8bbe\u5907\u4eba\u5de5\u667a\u80fd\u94fa\u5e73\u4e86\u9053\u8def<sup>6<\/sup>\u3002   <\/p>\n\n<p>\u672c\u5730\u7269\u8054\u7f51\u8fde\u63a5\u8bbe\u5907\u4e0a\u7684\u4eba\u5de5\u667a\u80fd\u548c\u8ba1\u7b97\u4f18\u52bf\u6b63\u5728\u91cd\u5851\u6280\u672f\u683c\u5c40\uff0c\u63d0\u4f9b\u66f4\u597d\u7684\u9690\u79c1\u3001\u5b89\u5168\u3001\u901f\u5ea6\u548c\u7528\u6237\u4f53\u9a8c\u3002\u867d\u7136\u6311\u6218\u4f9d\u7136\u5b58\u5728\uff0c\u4f46\u6301\u7eed\u7684\u7814\u7a76\u548c\u521b\u65b0\u6b63\u5728\u514b\u670d\u8fd9\u4e9b\u969c\u788d\u3002\u5728\u672c\u5730\u8bbe\u5907\u4e0a\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u7684\u524d\u666f\u5341\u5206\u5e7f\u9614\uff0c\u5b83\u5c06\u5f00\u542f\u4e00\u4e2a\u667a\u80fd\u8bbe\u5907\u65e0\u7f1d\u878d\u5165\u65e5\u5e38\u751f\u6d3b\u7684\u65b0\u65f6\u4ee3\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ambiq-is-contributing-nbsp\"><strong>Ambiq \u5982\u4f55\u505a\u51fa\u8d21\u732e<\/strong> <\/h2>\n\n<p>\u81ea 2010 \u5e74\u4ee5\u6765\uff0cAmbiq \u51ed\u501f\u5176\u8d85\u4f4e\u529f\u8017\u534a\u5bfc\u4f53\u89e3\u51b3\u65b9\u6848\uff0c\u6210\u529f\u5e2e\u52a9\u667a\u80fd\u8bbe\u5907\u6267\u884c\u590d\u6742\u7684\u63a8\u7406\u4efb\u52a1\uff0c\u5982\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u3002\u9769\u547d\u6027\u7684<a href=\"https:\/\/ambiq.com\/spot\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4e9a\u9608\u503c\u529f\u8017\u4f18\u5316\u6280\u672f\uff08SPOT\uff09\u5e73\u53f0<\/a>\u5e2e\u52a9\u89e3\u51b3\u4e86\u667a\u80fd\u8bbe\u5907\u5236\u9020\u5546\u5728\u5f00\u53d1\u590d\u6742\u7684\u9ad8\u529f\u8017\u529f\u80fd\u65f6\u9047\u5230\u7684\u529f\u8017\u9650\u5236\u3002\u56e0\u6b64\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u671f\u5f85\u6d41\u7545\u7684\u6027\u80fd\u548c\u4e00\u6b21\u5145\u7535\u53ef\u6301\u7eed\u6570\u5929\u3001\u6570\u5468\u6216\u6570\u6708\u7684\u7535\u6c60\u5bff\u547d\u3002\u67e5\u770b<a href=\"https:\/\/ambiq.com\/applications\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ambiq \u7684\u66f4\u591a\u5e94\u7528<\/a>\u3002     <\/p>\n\n<p class=\"has-small-font-size\"><strong>\u8d44\u6599\u6765\u6e90  <\/strong><\/p>\n\n<p class=\"has-small-font-size\"><sup>1<\/sup> <a href=\"https:\/\/www.techopedia.com\/definition\/edge-ai\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Edge AI<\/a>| 2023 \u5e74 10 \u6708 7 \u65e5  <\/p>\n\n<p class=\"has-small-font-size\"><sup>2<\/sup> <a href=\"https:\/\/techmonitor.ai\/technology\/ai-and-automation\/chatgpt-ai-compute-power\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u8ba1\u7b97\u80fd\u529b\u6b63\u6210\u4e3a\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u7684\u74f6\u9888\u3002\u4e0b\u9762\u662f\u5982\u4f55\u6e05\u9664\u74f6\u9888\u7684\u65b9\u6cd5\u3002 <\/a> | 2023 \u5e74 3 \u6708 17 \u65e5  <\/p>\n\n<p class=\"has-small-font-size\"><sup>3<\/sup> <a href=\"https:\/\/www.qualcomm.com\/news\/onq\/2023\/10\/getting-personal-with-on-device-ai\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u901a\u8fc7\u8bbe\u5907\u4e0a\u7684\u4eba\u5de5\u667a\u80fd\u5b9e\u73b0\u4e2a\u6027\u5316 |<\/a>2023\u5e7410\u670811\u65e5  <\/p>\n\n<p class=\"has-small-font-size\"><sup>4<\/sup> <a href=\"https:\/\/www.scirp.org\/journal\/paperinformation?paperid=121972\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4e91\u8ba1\u7b97\u4e2d\u7684\u9690\u79c1\u6311\u6218<\/a>| 2022 \u5e74 12 \u6708  <\/p>\n\n<p class=\"has-small-font-size\"><sup>5<\/sup> <a href=\"https:\/\/developers.google.com\/learn\/topics\/on-device-ml\/learn-more\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4e3a\u4ec0\u4e48\u8bf4 \"\u8bbe\u5907\u4e0a\u7684\u673a\u5668\u5b66\u4e60<\/a>\"\uff1f  <\/p>\n\n<p class=\"has-small-font-size\"><sup>6<\/sup> <a href=\"https:\/\/www.safetydetectives.com\/blog\/scott-hanson-ambiq\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u4e13\u8bbf Ambiq \u521b\u59cb\u4eba\u517c\u9996\u5e2d\u6280\u672f\u5b98 Scott Hanson<\/a>| 2024 \u5e74 1 \u6708 4 \u65e5  <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u8fd9\u4e2a\u7531\u4e92\u8054\u6280\u672f\u4e3b\u5bfc\u7684\u65f6\u4ee3\uff0c\u5c06\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u548c\u8ba1\u7b97\u6574\u5408\u5230\u8fb9\u7f18-\u4e92\u8054\u8bbe\u5907\uff0c\u6b63\u5728\u5f7b\u5e95\u6539\u53d8\u6211\u4eec\u611f\u77e5\u667a\u80fd\u8bbe\u5907\u5e76\u4e0e\u4e4b\u4e92\u52a8\u7684\u65b9\u5f0f\u3002\u8fd9\u79cd\u96c6\u6210\u901a\u5e38\u88ab\u79f0\u4e3a\u672c\u5730\u8bbe\u5907\u4eba\u5de5\u667a\u80fd\u6216\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\uff0c\u662f\u4e00\u79cd\u65e5\u76ca\u6d41\u884c\u7684\u6846\u67b6\uff0c\u7528\u4e8e\u6709\u6548\u6536\u96c6\u548c\u5904\u7406\u72ec\u7acb\u4e8e\u4e91\u7684\u6570\u636e\u3002\u636e\u4f30\u8ba1\uff0c\u672a\u6765\u5341\u5e74\u7269\u8054\u7f51\u548c\u667a\u80fd\u8bbe\u5907\u7684\u91c7\u7528\u91cf\u5c06\u4ece 151 \u4ebf\u53f0\u589e\u52a0\u5230 346 \u4ebf\u53f01 \uff0c\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u6709\u671b\u589e\u5f3a\u8fd9\u4e9b\u8bbe\u5907\u7684\u529f\u80fd\u548c\u667a\u80fd\u3002 \u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u63a2\u8ba8\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\u7684\u590d\u6742\u6027\uff0c\u5305\u62ec\u5b83\u7684\u4f18\u52bf\u3001\u6311\u6218\u4ee5\u53ca\u4f7f\u667a\u80fd\u8bbe\u5907\u65e0\u5904\u4e0d\u5728\u7684\u7f8e\u597d\u524d\u666f\u3002 \u4ec0\u4e48\u662f\u8fb9\u7f18\u4eba\u5de5\u667a\u80fd\uff1f \u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u76f4\u63a5\u5728\u672c\u5730\u8bbe\u5907\uff08\u5305\u62ec\u4f20\u611f\u5668\u6216\u7269\u8054\u7f51\u8bbe\u5907\uff09\u4e0a\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u548c\u6a21\u578b\uff0c\u7136\u540e\u5728\u672c\u5730\u6536\u96c6\u548c\u5904\u7406\u6570\u636e\u3002\u8fd9\u79cd\u8bbe\u5907\u4e0a\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u80fd\u529b\u7684\u878d\u5408\u4e3a\u5f00\u53d1\u65b0\u7528\u4f8b\u548c\u5e94\u7528\u7684\u6f5c\u529b\u63d0\u4f9b\u4e86\u65b0\u7684\u57fa\u7840\u3002 \u672c\u5730\u8bbe\u5907\u8ba1\u7b97\u7684\u4f18\u52bf<\/p>\n","protected":false},"author":28,"featured_media":17774,"template":"","blog-category":[3603,3596,3592,3588,3589,3581,3582,3585],"blog-tag":[3500,3472,3476],"class_list":["post-21557","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-3603","blog-category-3596","blog-category-3592","blog-category-ar-vr-cn","blog-category-3589","blog-category-3581","blog-category-3582","blog-category-3585","blog-tag-3500","blog-tag-3472","blog-tag-3476"],"acf":[],"_links":{"self":[{"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/blog\/21557","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/users\/28"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/media\/17774"}],"wp:attachment":[{"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/media?parent=21557"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/blog-category?post=21557"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/ambiq.com\/cn\/wp-json\/wp\/v2\/blog-tag?post=21557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}