{"id":21562,"date":"2024-01-31T04:45:00","date_gmt":"2024-01-31T11:45:00","guid":{"rendered":"https:\/\/ambiq.com\/blog\/%e9%82%8a%e7%b7%a3%e9%81%8b%e7%ae%97-ai-%e7%9a%84%e5%a5%bd%e8%99%95\/"},"modified":"2025-11-09T04:35:16","modified_gmt":"2025-11-09T11:35:16","slug":"benefits-of-computing-ai-at-the-edge","status":"publish","type":"blog","link":"https:\/\/ambiq.com\/tw\/blog\/benefits-of-computing-ai-at-the-edge\/","title":{"rendered":"\u908a\u7de3\u904b\u7b97 AI \u7684\u597d\u8655"},"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\u4e92\u806f\u6280\u8853\u4e3b\u5c0e\u7684\u6642\u4ee3\uff0c\u6574\u5408\u4eba\u5de5\u667a\u6167 \uff08AI\uff09 \u548c\u908a\u7de3\u904b\u7b97\uff0c\u9023\u7db2\u8a2d\u5099\u6b63\u5728\u5fb9\u5e95\u6539\u8b8a\u6211\u5011\u611f\u77e5\u667a\u6167\u578b\u88dd\u7f6e\u4ee5\u53ca\u8207\u667a\u6167\u578b\u88dd\u7f6e\u4e92\u52d5\u7684\u65b9\u5f0f\u3002\u9019\u7a2e\u6574\u5408\u901a\u5e38\u7a31\u70ba<g id=\"gid_0\">\u672c\u5730\u8a2d\u5099 AI<\/g> \u6216<g id=\"gid_1\">\u908a\u7de3 AI<\/g> \u904b\u7b97\uff0c\u662f\u4e00\u7a2e\u8d8a\u4f86\u8d8a\u6d41\u884c\u7684\u6846\u67b6\uff0c\u7528\u65bc\u7368\u7acb\u65bc\u96f2\u7aef\u6709\u6548\u5730\u6536\u96c6\u548c\u8655\u7406\u8cc7\u6599\u3002\u96a8\u8457\u7269\u806f\u7db2\u548c\u667a\u6167\u578b\u88dd\u7f6e\u7684\u63a1\u7528\u7387\u9810\u8a08\u5728\u672a\u4f86\u5341\u5e74\u5167\u5f9e 15.1 \u5104\u589e\u52a0\u5230 34.6 \u5104\uff0c\u908a\u7de3\u4eba\u5de5\u667a\u6167\u6709\u671b\u589e\u5f37<sup>\u9019\u4e9b\u8a2d\u5099\u7684\u529f\u80fd\u548c\u667a\u6167\u3002<\/sup>   <\/p>\n\n<p>\u5728\u9019\u88e1\uff0c\u6211\u5011\u5c07\u63a2\u8a0e\u908a\u7de3\u4eba\u5de5\u667a\u6167\u7684\u8907\u96dc\u6027\uff0c\u5305\u62ec\u5176\u512a\u52e2\u3001\u6311\u6230\u4ee5\u53ca\u5728\u4efb\u4f55\u5730\u65b9\u5be6\u73fe\u667a\u6167\u8a2d\u5099\u7684\u5149\u660e\u524d\u666f\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-edge-ai-nbsp\"><strong>\u4ec0\u9ebc\u662f\u908a\u7de3\u4eba\u5de5\u667a\u6167\uff1f<\/strong> <\/h2>\n\n<p>\u900f\u904e\u4eba\u5de5\u667a\u6167\u65b9\u6cd5\uff0c\u958b\u767c\u4eba\u54e1\u76f4\u63a5\u5728\u672c\u5730\u8a2d\ufffd\ufffd\uff08\u5305\u62ec\u611f\u6e2c\u5668\u6216\u7269\u806f\u7db2\u8a2d\u5099\uff09\u4e0a\u90e8\u7f72\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u548c\u6a21\u578b\uff0c\u7136\u5f8c\u5728\u672c\u5730\u6536\u96c6\u548c\u8655\u7406\u8cc7\u6599\u3002\u88dd\u7f6e\u4e0a\u667a\u6167\u548c\u6a5f\u5668\u5b78\u7fd2 \uff08ML\uff09 \u529f\u80fd\u7684\u878d\u5408\u70ba\u89e3\u9396\u65b0\u7528\u4f8b\u548c\u61c9\u7528\u7a0b\u5f0f\u7684\u6f5b\u529b\u63d0\u4f9b\u4e86\u65b0\u7684\u57fa\u790e\u3002   <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-benefits-of-computing-on-a-local-device-nbsp\"><strong>\u5728\u672c\u6a5f\u88dd\u7f6e\u4e0a\u9032\u884c\u904b\u7b97\u7684\u597d\u8655<\/strong> <\/h2>\n\n<p>\u9019\u7a2e\u8207\u50b3\u7d71\u57fa\u65bc\u96f2\u7aef\u7684\u65b9\u6cd5\u7684\u80cc\u96e2\u4f7f\u667a\u6167\u66f4\u63a5\u8fd1\u8cc7\u6599\u4f86\u6e90\uff0c\u5f9e\u800c\u63d0\u4f9b\u4e86\u8a31\u591a\u512a\u52e2\u3002  <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-enhanced-privacy-and-data-security-nbsp\"><strong>\u589e\u5f37\u96b1\u79c1\u548c\u8cc7\u6599\u5b89\u5168<\/strong> <\/h3>\n\n<p>\u5728\u672c\u5730\u8a2d\u5099\u4e0a\u5be6\u65bd\u4eba\u5de5\u667a\u6167\u4f7f\u7528\u6236\u80fd\u5920\u66f4\u597d\u5730\u63a7\u5236\u5176\u8cc7\u6599\u3002\u5728\u672c\u5730\u8655\u7406\u654f\u611f\u8cc7\u8a0a\u53ef\u4ee5\u6e1b\u8f15\u96b1\u79c1\u554f\u984c\u4e26\u6e1b\u5c11\u8cc7\u6599\u66b4\u9732\u5230\u5916\u90e8\u7db2\u8def\u7684\u53ef\u80fd\u6027\u3002\u900f\u904e\u5c07\u4eba\u5de5\u667a\u6167\u8f49\u79fb\u5230\u672c\u5730\u8a2d\u5099\uff0c\u8ca0\u8cac\u7dad\u8b77\u5ba2\u6236\u500b\u4eba\u8b58\u5225\u8cc7\u8a0a \uff08PII\uff09 \u5b89\u5168\u7684\u7d44\u7e54\u5f97\u5230\u4e86\u66f4\u597d\u7684\u4fdd\u8b77\u3002    <\/p>\n\n<p>\u5728\u88dd\u7f6e\u4e0a\uff0c\u9019\u4e9b\u8cc7\u6599\u4e0d\u6703\u66b4\u9732\u7d66\u96f2\u7aef\u670d\u52d9\u4f9b\u61c9\u5546\u548c\u5176\u4ed6\u7b2c\u4e09\u65b9\u7684\u4f3a\u670d\u5668\uff0c\u5f9e\u800c\u78ba\u4fdd\u66f4\u597d\u5730\u9075\u5b88\u6709\u95dc\u8cc7\u6599\u4fdd\u8b77\u7684\u7576\u5730\u548c\u570b\u969b\u6cd5\u898f\u3002\u9019\u7a2e\u65b9\u6cd5\u964d\u4f4e\u4e86\u8207\u8cc7\u6599\u5916\u6d29\u548c\u672a\u7d93\u6388\u6b0a\u5b58\u53d6\u76f8\u95dc\u7684\u98a8\u96aa\uff0c\u70ba\u9700\u8981\u66f4\u9ad8\u5b89\u5168\u6027\u7684\u61c9\u7528\u7a0b\u5f0f\u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u89e3\u6c7a\u65b9\u6848\u3002   <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-faster-processing-nbsp\"><strong>\u66f4\u5feb\u7684\u8655\u7406\u901f\u5ea6<\/strong> <\/h3>\n\n<p>\u57fa\u65bc\u96f2\u7aef\u7684\u4eba\u5de5\u667a\u6167\u7684\u597d\u8655\u662f\u9ad8\u6602\u7684\u3002\u50cf GPT-3 \u9019\u6a23\u7684\u8a9e\u8a00\u6a21\u578b\u662f OpenAI \u69cb\u5efa ChatGPT \u7684\u7cfb\u7d71\uff0c\u9700\u8981\u5de8\u5927\u7684\u8a08\u7b97\u80fd\u529b\u4f86\u8655\u7406\u3002OpenAI \u5fc5\u9808\u555f\u52d5\u6d41\u91cf\u7ba1\u7406\u7b56\u7565\uff0c\u4f8b\u5982\u6392\u968a\u7cfb\u7d71\u548c\u653e\u6162\u67e5\u8a62\u901f\u5ea6\uff0c\u4ee5\u61c9\u5c0d ChatGPT \u63a8\u51fa\u5f8c\u7684\u9700\u6c42\u6fc0\u589e<g id=\"gid_0\">2<\/g>.\u9019\u4e00\u4e8b\u4ef6\u51f8\u986f\u4e86\u904b\u7b97\u80fd\u529b\u5982\u4f55\u6210\u70ba\u74f6\u9838\uff0c\u9650\u5236\u4e86\u4eba\u5de5\u667a\u6167\u6a21\u578b\u7684\u9032\u6b65\u3002     <\/p>\n\n<p>\u672c\u5730\u8a2d\u5099 AI \u986f\u8457\u6e1b\u5c11\u5ef6\u9072\uff0c\u5f9e\u800c\u7e2e\u77ed\u8655\u7406\u6642\u9593\u3002\u61c9\u7528\u7a0b\u5f0f\u53d7\u76ca\u65bc\u66f4\u5feb\u7684\u56de\u61c9\u6642\u9593\uff0c\u5be6\u73fe\u5373\u6642\u6c7a\u7b56\uff0c\u7279\u5225\u662f\u5728\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u6216\u667a\u6167\u5bb6\u5ead\u8a2d\u5099\u7b49\u95dc\u9375\u5834\u666f\u4e2d\u3002\u5206\u6563\u5f0f\u8655\u7406\u4e5f\u610f\u5473\u8457\u5373\u6642\u7522\u751f\u898b\u89e3\uff0c\u8207\u88dd\u7f6e\u5fc5\u9808\u5c07\u8cc7\u6599\u50b3\u9001\u5230\u96f2\u7aef\u9032\u884c\u8655\u7406\u4e26\u76e3\u807d\u56de\u61c9\u76f8\u6bd4\uff0c\u5ef6\u9072\u66f4\u5c11\u3002    <\/p>\n<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_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\u5f37\u7684\u4f7f\u7528\u8005\u9ad4\u9a57<\/strong> <\/h3>\n\n<p>\u6e1b\u5c11\u5ef6\u9072\u4e26\u63d0\u9ad8\u8655\u7406\u901f\u5ea6\uff0c\u63d0\u4f9b\u7121\u7e2b\u4e14\u97ff\u61c9\u8fc5\u901f\u7684\u4f7f\u7528\u8005\u9ad4\u9a57\u3002\u5373\u6642\u56de\u994b\u6210\u70ba\u53ef\u80fd\uff0c\u5f9e\u800c\u63d0\u9ad8\u7528\u6236\u6eff\u610f\u5ea6\u548c\u53c3\u8207\u5ea6\u3002\u908a\u7de3 AI \u53ef\u4ee5\u5728\u672c\u5730\u8655\u7406\u548c\u5206\u6790\u7528\u6236\u6578\u64da\uff0c\u4ee5\u5275\u5efa\u500b\u6027\u5316\u9ad4\u9a57\uff0c\u800c\u7121\u9700\u4f9d\u8cf4\u96c6\u4e2d\u5f0f\u670d\u52d9\u5668<sup>3<\/sup>.    <\/p>\n\n<p>\u9019\u6703\u5e36\u4f86\u97ff\u61c9\u901f\u5ea6\u66f4\u5feb\u3001\u91cf\u8eab\u5b9a\u88fd\u7684\u670d\u52d9\uff0c\u4f8b\u5982\u91dd\u5c0d\u8cfc\u7269\u6e05\u55ae\u3001\u5065\u8eab\u61c9\u7528\u7a0b\u5f0f\u548c\u81b3\u98df\u63a8\u85a6\u7b49\u60c5\u6cc1\u7684\u500b\u4eba\u5316\u63a8\u85a6\u548c\u5167\u5bb9\u4ea4\u4ed8\u3002\u9019\u7a2e\u985e\u578b\u7684\u500b\u6027\u5316\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u5438\u5f15\u7528\u6236\uff0c\u4e26\u589e\u52a0\u4ed6\u5011\u5c0d\u8207\u4ed6\u5011\u8208\u8da3\u7522\u751f\u5171\u9cf4\u7684\u5167\u5bb9\u548c\u9ad4\u9a57\u7684\u53c3\u8207\u5ea6\u3002   <\/p>\n\n<h3 class=\"wp-block-heading has-medium-font-size\" id=\"h-reduced-dependence-on-the-cloud-nbsp\"><strong>\u6e1b\u5c11\u5c0d\u96f2\u7aef\u7684\u4f9d\u8cf4<\/strong> <\/h3>\n\n<p>\u96d6\u7136\u96f2\u7aef\u5728\u6536\u96c6\u548c\u8655\u7406\u8cc7\u6599\u65b9\u9762\u5177\u6709\u5de8\u5927\u7684\u80fd\u529b\uff0c\u4f46\u5b83\u5f88\u5bb9\u6613\u53d7\u5230\u99ed\u5ba2\u653b\u64ca\u6216\u4e2d\u65b7\u7b49\u5a01\u8105\uff0c\u4e26\u4e14\u5728\u7db2\u8def\u5b58\u53d6\u53d7\u9650\u7684\u5730\u5340\u53ef\u80fd\u7121\u6cd5\u4f7f\u7528<sup>4<\/sup>\u3002\u4f7f\u7528\u908a\u7de3\u4eba\u5de5\u667a\u6167\u8a2d\u5099\u6e1b\u5c11\u5c0d\u96f2\u7aef\u7684\u4f9d\u8cf4\u4e0d\u50c5\u53ef\u4ee5\u63d0\u9ad8\u5176\u6548\u80fd\uff0c\u9084\u53ef\u4ee5\u63d0\u9ad8\u5176\u514d\u53d7\u5916\u90e8\u5a01\u8105\u7684\u5b89\u5168\u6027\u3002\u9019\u4e5f\u63d0\u9ad8\u4e86\u5b83\u5011\u5728\u7db2\u8def\u9023\u7dda\u6709\u9650\u7684\u5834\u666f\u4e2d\u7684\u5f48\u6027\uff0c\u5c0d\u65bc\u504f\u9060\u5730\u5340\u6216\u7db2\u8def\u5b58\u53d6\u9593\u6b47\u6027\u7684\u74b0\u5883\u4e2d\u7684\u61c9\u7528\u5c24\u5176\u91cd\u8981\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-challenges-of-ai-on-local-devices-nbsp\"><strong>\u4eba\u5de5\u667a\u6167\u5728\u672c\u5730\u8a2d\u5099\u4e0a\u7684\u6311\u6230<\/strong> <\/h2>\n\n<p>\u5b58\u5728\u4e00\u4e9b\u969c\u7919\uff0c\u53ef\u80fd\u6703\u9650\u5236\u908a\u7de3\u4eba\u5de5\u667a\u6167\u7684\u5168\u90e8\u6f5b\u529b\u3002\u5176\u4e2d\u5305\u62ec\u786c\u9ad4<em>\u9650\u5236\u3001\u8a18\u61b6\u9ad4\u8981\u6c42\u548c\u96fb\u6e90\u9650\u5236\u3002 <\/em>\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u5c24\u5176\u662f\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u901a\u5e38\u9700\u8981\u5927\u91cf\u7684\u8a18\u61b6\u9ad4\u8cc7\u6e90\u3002\u672c\u5730\u8a2d\u5099\u7684\u8655\u7406\u80fd\u529b\u901a\u5e38\u6709\u9650\uff0c\u9019\u7d66\u5be6\u65bd\u8cc7\u6e90\u5bc6\u96c6\u578b\u4eba\u5de5\u667a\u6167\u6f14\u7b97\u6cd5\u5e36\u4f86\u4e86\u6311\u6230\u3002\u4eba\u5de5\u667a\u6167\u904b\u7b97\u4e5f\u662f\u8017\u96fb\u5bc6\u96c6\u578b\u7684\uff0c\u6703\u5f71\u97ff\u672c\u5730\u8a2d\u5099\u7684\u96fb\u6c60\u58fd\u547d\u3002     <\/p>\n\n<p>\u884c\u52d5\u88dd\u7f6e\u5728\u904b\u7b97\u8cc7\u6e90\u3001\u8a18\u61b6\u9ad4\u3001\u5132\u5b58\u548c\u529f\u8017\u65b9\u9762\u53d7\u5230\u66f4\u591a\u9650\u5236\u3002\u56e0\u6b64\uff0c\u8a2d\u5099\u4e0a\u7684\u6a21\u578b\u9700\u8981\u6bd4\u670d\u52d9\u5668\u6a21\u578b\u5c0f\u5f97\u591a\uff0c\u9019\u53ef\u80fd\u6703\u964d\u4f4e\u5b83\u5011\u7684\u529f\u80fd<g id=\"gid_0\">5<\/g>.\u5728\u529f\u80fd\u548c\u8cc7\u6e90\u6d88\u8017\u4e4b\u9593\u53d6\u5f97\u5e73\u8861\u662f\u8a2d\u8a08\u4eba\u5de5\u667a\u6167\u8a2d\u5099\u7684\u95dc\u9375\u6311\u6230\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-the-outlook-of-ai-on-local-devices-nbsp\"><strong>\u4eba\u5de5\u667a\u6167\u5728\u672c\u5730\u8a2d\u5099\u4e0a\u7684\u524d\u666f<\/strong> <\/h2>\n\n<p>\u5118\u7ba1\u5b58\u5728\u9019\u4e9b\u6311\u6230\uff0c\u786c\u9ad4\u8a2d\u8a08\u548c\u512a\u5316\u6280\u8853\u7684\u4e0d\u65b7\u9032\u6b65\u6b63\u5728\u7a69\u6b65\u514b\u670d\u969c\u7919\u3002\u908a\u7de3\u904b\u7b97\u548c\u7bc0\u80fd\u8655\u7406\u5668\u7b49\u6280\u8853\u70ba\u66f4\u6709\u6548\u7387\u7684\u672c\u5730\u8a2d\u5099\u4eba\u5de5\u667a\u6167\u5be6\u65bd\u92ea\u5e73\u4e86\u9053\u8def<sup>6<\/sup>.   <\/p>\n\n<p>\u4eba\u5de5\u667a\u6167\u548c\u672c\u5730\u7269\u806f\u7db2\u9023\u63a5\u8a2d\u5099\u4e0a\u7684\u904b\u7b97\u512a\u52e2\u6b63\u5728\u91cd\u5851\u6280\u8853\u683c\u5c40\uff0c\u63d0\u4f9b\u6539\u9032\u7684\u96b1\u79c1\u3001\u5b89\u5168\u6027\u3001\u901f\u5ea6\u548c\u7528\u6236\u9ad4\u9a57\u3002\u5118\u7ba1\u5b58\u5728\u6311\u6230\uff0c\u4f46\u6301\u7e8c\u7684\u7814\u7a76\u548c\u5275\u65b0\u6b63\u5728\u514b\u670d\u9019\u4e9b\u969c\u7919\u3002\u5728\u672c\u5730\u8a2d\u5099\u4e0a\u90e8\u7f72\u4eba\u5de5\u667a\u6167\u7684\u524d\u666f\u4f3c\u4e4e\u5145\u6eff\u5e0c\u671b\uff0c\u4f7f\u667a\u6167\u8a2d\u5099\u7121\u7e2b\u878d\u5165\u6211\u5011\u7684\u65e5\u5e38\u751f\u6d3b\u7684\u65b0\u6642\u4ee3\u6210\u70ba\u53ef\u80fd\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ambiq-is-contributing-nbsp\"><strong>Ambiq \u5982\u4f55\u505a\u51fa\u8ca2\u737b<\/strong> <\/h2>\n\n<p>\u81ea 2010 \u5e74\u4ee5\u4f86\uff0cAmbiq \u6191\u85c9\u5176\u8d85\u4f4e\u529f\u8017\u534a\u5c0e\u9ad4\u89e3\u6c7a\u65b9\u6848\uff0c\u6210\u529f\u5e6b\u52a9\u667a\u80fd\u8a2d\u5099\u5728\u908a\u7de3\u57f7\u884c AI \u7b49\u8907\u96dc\u63a8\u7406\u4efb\u52d9\u3002\u9769\u547d\u6027\u7684 <a href=\"https:\/\/ambiq.com\/spot\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4e9e\u95be\u503c\u529f\u7387\u6700\u4f73\u5316\u6280\u8853 \uff08SPOT\uff09 \u5e73\u53f0<\/a> \u6709\u52a9\u65bc\u89e3\u6c7a\u667a\u6167\u578b\u88dd\u7f6e\u88fd\u9020\u5546\u5728\u958b\u767c\u8907\u96dc\u4e14\u8017\u96fb\u7684\u529f\u80fd\u6642\u9047\u5230\u7684\u529f\u8017\u9650\u5236\u3002\u56e0\u6b64\uff0c\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u671f\u5f85\u6d41\u66a2\u7684\u6027\u80fd\uff0c\u4e00\u6b21\u5145\u96fb\u7684\u96fb\u6c60\u58fd\u547d\u53ef\u9054\u6578\u5929\u3001\u6578\u9031\u6216\u6578\u6708\u3002\u67e5\u770b <a href=\"https:\/\/ambiq.com\/applications\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ambiq \u7684\u66f4\u591a\u61c9\u7528<\/a>\u3002     <\/p>\n\n<p class=\"has-small-font-size\"><strong>\u4f86\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\">\u908a\u7de3\u4eba\u5de5\u667a\u6167<\/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\">\u904b\u7b97\u80fd\u529b\u6b63\u6210\u70ba\u958b\u767c\u4eba\u5de5\u667a\u6167\u7684\u74f6\u9838\u3002\u4ee5\u4e0b\u662f\u6e05\u9664\u5b83\u7684\u65b9\u6cd5\u3002 <\/a>  |\u4e09\u670817,2023  <\/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\">\u4f7f\u7528\u88dd\u7f6e\u4e0a\u7684 AI \u9032\u884c\u500b\u4eba\u5316<\/a> |2023 \u5e74 10 \u6708 11 \u65e5  <\/p>\n\n<p class=\"has-small-font-size\"><sup> <a href=\"https:\/\/www.scirp.org\/journal\/paperinformation?paperid=121972\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u96f2\u7aef\u904b\u7b97\u4e2d\u96b1\u79c1\u7684 4 \u5927\u6311\u6230<\/a> |2022 \u5e74 12 \u6708<\/sup> <\/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\">\u70ba\u4ec0\u9ebc\u8981\u4f7f\u7528\u88dd\u7f6e\u4e0a\u6a5f\u5668\u5b78\u7fd2<\/a> |2024  <\/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\">\u5c08\u8a2a Scott Hanson \u2013 Ambiq \u5275\u8fa6\u4eba\u517c\u6280\u8853\u9577<\/a> |2024 \u5e74 1 \u6708 4 \u65e5  <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u4e92\u806f\u6280\u8853\u4e3b\u5c0e\u7684\u6642\u4ee3\uff0c\u6574\u5408\u4eba\u5de5\u667a\u6167 \uff08AI\uff09 \u548c\u908a\u7de3\u904b\u7b97\uff0c\u9023\u7db2\u8a2d\u5099\u6b63\u5728\u5fb9\u5e95\u6539\u8b8a\u6211\u5011\u611f\u77e5\u667a\u6167\u578b\u88dd\u7f6e\u4ee5\u53ca\u8207\u667a\u6167\u578b\u88dd\u7f6e\u4e92\u52d5\u7684\u65b9\u5f0f\u3002\u9019\u7a2e\u6574\u5408\u901a\u5e38\u7a31\u70ba\u672c\u5730\u8a2d\u5099 AI \u6216\u908a\u7de3 AI \u904b\u7b97\uff0c\u662f\u4e00\u7a2e\u8d8a\u4f86\u8d8a\u6d41\u884c\u7684\u6846\u67b6\uff0c\u7528\u65bc\u7368\u7acb\u65bc\u96f2\u7aef\u6709\u6548\u5730\u6536\u96c6\u548c\u8655\u7406\u8cc7\u6599\u3002\u96a8\u8457\u7269\u806f\u7db2\u548c\u667a\u6167\u578b\u88dd\u7f6e\u7684\u63a1\u7528\u7387\u9810\u8a08\u5728\u672a\u4f86\u5341\u5e74\u5167\u5f9e 15.1 \u5104\u589e\u52a0\u5230 34.6<\/p>\n","protected":false},"author":28,"featured_media":17775,"template":"","blog-category":[3598,3599,3604,3595,3594,3583,3584,3587],"blog-tag":[3443,3444,3449],"class_list":["post-21562","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-3598","blog-category-3599","blog-category-3604","blog-category-3595","blog-category-3594","blog-category-3583","blog-category-3584","blog-category-3587","blog-tag-3443","blog-tag-3444","blog-tag-3449"],"acf":[],"_links":{"self":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog\/21562","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/users\/28"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media\/17775"}],"wp:attachment":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media?parent=21562"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-category?post=21562"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-tag?post=21562"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}