{"id":7154,"date":"2026-08-03T16:41:51","date_gmt":"2026-08-03T08:41:51","guid":{"rendered":"https:\/\/nullthought.net\/?p=7154"},"modified":"2026-08-03T16:41:53","modified_gmt":"2026-08-03T08:41:53","slug":"%e7%ab%af%e4%be%a7ai-edge-ai%e5%8e%82%e5%95%86%e7%9a%84%e7%bb%88%e7%82%b9%ef%bc%9a%e8%a2%ab%e8%8a%af%e7%89%87%e5%a4%a7%e5%8e%82%e6%94%b6%e8%b4%ad%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=7154","title":{"rendered":"\u7aef\u4fa7AI\/Edge AI\u5382\u5546\u7684\u7ec8\u70b9\uff1a\u88ab\u82af\u7247\u5927\u5382\u6536\u8d2d\uff1f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u8fd1\u5e74\u6765\uff0cEdge AI\u9886\u57df\u51fa\u73b0\u4e86\u4e00\u6761\u8d8a\u6765\u8d8a\u6e05\u6670\u7684\u4ea7\u4e1a\u8109\u7edc\uff1a\u4e0d\u5c11\u66fe\u7ecf\u72ec\u7acb\u53d1\u5c55\u7684\u7b97\u6cd5\u516c\u53f8\u3001TinyML\u5e73\u53f0\u3001\u5d4c\u5165\u5f0f\u89c6\u89c9\u4f01\u4e1a\u548c\u8fb9\u7f18AI\u82af\u7247\u521b\u4e1a\u516c\u53f8\uff0c\u6700\u7ec8\u8fdb\u5165\u4e86\u5927\u578b\u534a\u5bfc\u4f53\u4f01\u4e1a\u7684\u4f53\u7cfb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u8d8b\u52bf\u5e76\u4e0d\u662f\u5076\u7136\u7684\u8d44\u672c\u4e8b\u4ef6\u3002\u5b83\u53cd\u6620\u51faEdge AI\u6b63\u5728\u4ece\u76f8\u5bf9\u72ec\u7acb\u7684\u8f6f\u4ef6\u548c\u7b97\u6cd5\u5e02\u573a\uff0c\u9010\u6e10\u8f6c\u53d8\u4e3a\u82af\u7247\u5382\u5546\u6574\u4f53\u5e73\u53f0\u7ade\u4e89\u7684\u4e00\u90e8\u5206\u3002\u82af\u7247\u516c\u53f8\u9700\u8981\u7684\u4e0d\u518d\u53ea\u662f\u4e00\u9897\u5177\u5907AI\u7b97\u529b\u7684\u5904\u7406\u5668\uff0c\u800c\u662f\u4ece\u6570\u636e\u91c7\u96c6\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u4f18\u5316\uff0c\u5230\u8bbe\u5907\u90e8\u7f72\u3001\u8fd0\u884c\u7ef4\u62a4\u548c\u89c4\u6a21\u91cf\u4ea7\u7684\u4e00\u6574\u5957\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90a3\u4e48\uff0cEdge AI\u4f01\u4e1a\u9891\u7e41\u88ab\u6536\u8d2d\uff0c\u662f\u5426\u610f\u5473\u7740\u5b83\u4eec\u96be\u4ee5\u72ec\u7acb\u751f\u5b58\uff1f\u82af\u7247\u5927\u5382\u53c8\u4e3a\u4ec0\u4e48\u4e0d\u65ad\u51fa\u624b\uff1f\u8fd9\u573a\u5e76\u8d2d\u6f6e\u6700\u7ec8\u5c06\u628a\u6574\u4e2a\u4ea7\u4e1a\u5e26\u5411\u54ea\u91cc\uff1f<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001Edge AI\u5e76\u8d2d\u6848\u7684\u65f6\u95f4\u7ebf<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">2023\u5e74\uff1a\u82f1\u98de\u51cc\u6536\u8d2dImagimob<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2023\u5e74\uff0c\u82f1\u98de\u51cc\u5b8c\u6210\u5bf9\u745e\u5178Edge AI\u516c\u53f8Imagimob\u7684\u6536\u8d2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Imagimob\u7684\u6838\u5fc3\u4e1a\u52a1\uff0c\u662f\u5e2e\u52a9\u5f00\u53d1\u8005\u5c06\u4f20\u611f\u5668\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u4ee5\u8fd0\u884c\u5728\u5fae\u63a7\u5236\u5668\u4e0a\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5b83\u7684\u5f00\u53d1\u5e73\u53f0\u8986\u76d6\u6570\u636e\u91c7\u96c6\u3001\u6807\u6ce8\u3001\u8bad\u7ec3\u3001\u6a21\u578b\u4f18\u5316\u548c\u5d4c\u5165\u5f0f\u90e8\u7f72\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u58f0\u97f3\u8bc6\u522b\u3001\u52a8\u4f5c\u8bc6\u522b\u3001\u5f02\u5e38\u68c0\u6d4b\u4ee5\u53ca\u8bbe\u5907\u72b6\u6001\u76d1\u6d4b\u7b49\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7c7b\u6280\u672f\u901a\u5e38\u88ab\u5f52\u5165TinyML\uff0c\u4e5f\u5c31\u662f\u8ba9\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8fd0\u884c\u5728\u7b97\u529b\u3001\u5185\u5b58\u548c\u529f\u8017\u90fd\u975e\u5e38\u6709\u9650\u7684\u5fae\u63a7\u5236\u5668\u4e0a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u82f1\u98de\u51cc\u6765\u8bf4\uff0c\u6536\u8d2dImagimob\u7684\u610f\u4e49\u5e76\u4e0d\u53ea\u662f\u589e\u52a0\u4e00\u4e2a\u8f6f\u4ef6\u5de5\u5177\u3002\u82f1\u98de\u51cc\u672c\u8eab\u62e5\u6709\u5927\u91cf\u5fae\u63a7\u5236\u5668\u3001\u4f20\u611f\u5668\u548c\u8fde\u63a5\u82af\u7247\uff0c\u4f46\u5982\u679c\u5ba2\u6237\u5e0c\u671b\u5728\u8fd9\u4e9b\u82af\u7247\u4e0a\u5b9e\u73b0AI\u529f\u80fd\uff0c\u8fd8\u9700\u8981\u5b8c\u6210\u6a21\u578b\u5f00\u53d1\u3001\u538b\u7f29\u3001\u8f6c\u6362\u548c\u90e8\u7f72\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Imagimob\u6b63\u597d\u8865\u4e0a\u4e86\u8fd9\u4e00\u73af\u8282\u3002\u6536\u8d2d\u5b8c\u6210\u540e\uff0c\u82f1\u98de\u51cc\u9010\u6b65\u5c06\u76f8\u5173\u6280\u672f\u6574\u5408\u8fdb\u81ea\u8eab\u7684Edge AI\u5f00\u53d1\u4f53\u7cfb\uff0c\u4f7f\u5ba2\u6237\u80fd\u591f\u56f4\u7ed5\u82f1\u98de\u51cc\u82af\u7247\u5b8c\u6210\u4ece\u4f20\u611f\u5668\u6570\u636e\u5230\u5d4c\u5165\u5f0fAI\u6a21\u578b\u7684\u5f00\u53d1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7b14\u4ea4\u6613\u53ef\u4ee5\u770b\u4f5c\u8fd1\u5e74\u6765\u82af\u7247\u5927\u5382\u6536\u8d2dEdge AI\u8f6f\u4ef6\u516c\u53f8\u7684\u4e00\u4e2a\u5178\u578b\u8d77\u70b9\uff1a\u786c\u4ef6\u5382\u5546\u5f00\u59cb\u4e3b\u52a8\u8865\u9f50AI\u5f00\u53d1\u5de5\u5177\u94fe\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e74\uff1a\u6069\u667a\u6d66\u6536\u8d2dKinara<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2025\u5e74\uff0c\u6069\u667a\u6d66\u5ba3\u5e03\u6536\u8d2d\u7f8e\u56fdEdge AI\u82af\u7247\u4f01\u4e1aKinara\uff0c\u5e76\u5728\u968f\u540e\u5b8c\u6210\u4ea4\u6613\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0eImagimob\u4e3b\u8981\u63d0\u4f9b\u8f6f\u4ef6\u5de5\u5177\u4e0d\u540c\uff0cKinara\u7684\u6838\u5fc3\u4ea7\u54c1\u662f\u72ec\u7acb\u795e\u7ecf\u7f51\u7edc\u5904\u7406\u5668\uff0c\u4e5f\u5c31\u662f\u4e13\u95e8\u7528\u4e8e\u8fb9\u7f18AI\u63a8\u7406\u7684\u4f4e\u529f\u8017\u82af\u7247\u3002\u5176\u4ea7\u54c1\u53ef\u88ab\u5e94\u7528\u4e8e\u5de5\u4e1a\u8bbe\u5907\u3001\u667a\u80fd\u6444\u50cf\u5934\u3001\u673a\u5668\u4eba\u3001\u89c6\u9891\u5206\u6790\u548c\u6c7d\u8f66\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kinara\u7684\u6280\u672f\u7279\u70b9\uff0c\u662f\u80fd\u591f\u5728\u529f\u8017\u76f8\u5bf9\u8f83\u4f4e\u7684\u60c5\u51b5\u4e0b\u5b8c\u6210\u89c6\u89c9\u6a21\u578b\u548c\u795e\u7ecf\u7f51\u7edc\u7684\u672c\u5730\u63a8\u7406\u3002\u8bbe\u5907\u4e0d\u9700\u8981\u5c06\u6240\u6709\u6570\u636e\u4e0a\u4f20\u5230\u4e91\u7aef\uff0c\u5c31\u53ef\u4ee5\u5b8c\u6210\u76ee\u6807\u8bc6\u522b\u3001\u5206\u7c7b\u3001\u68c0\u6d4b\u548c\u51b3\u7b56\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6069\u667a\u6d66\u957f\u671f\u5728\u6c7d\u8f66\u7535\u5b50\u3001\u5de5\u4e1a\u63a7\u5236\u3001\u5fae\u63a7\u5236\u5668\u3001\u5b89\u5168\u82af\u7247\u548c\u8fb9\u7f18\u5904\u7406\u5668\u9886\u57df\u62e5\u6709\u6df1\u539a\u79ef\u7d2f\uff0c\u4f46\u5728\u9ad8\u6027\u80fd\u8fb9\u7f18AI\u63a8\u7406\u65b9\u9762\uff0c\u4ecd\u9700\u8981\u8fdb\u4e00\u6b65\u8865\u5f3a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6536\u8d2dKinara\u540e\uff0c\u6069\u667a\u6d66\u53ef\u4ee5\u5c06\u72ec\u7acbNPU\u3001\u5fae\u63a7\u5236\u5668\u3001\u5e94\u7528\u5904\u7406\u5668\u3001\u5b89\u5168\u6a21\u5757\u548c\u81ea\u8eab\u7684AI\u8f6f\u4ef6\u73af\u5883\u7ed3\u5408\u8d77\u6765\uff0c\u4ece\u800c\u63d0\u4f9b\u66f4\u5b8c\u6574\u7684\u8fb9\u7f18\u8ba1\u7b97\u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7b14\u4ea4\u6613\u8bf4\u660e\uff0c\u82af\u7247\u5927\u5382\u7684\u6536\u8d2d\u8303\u56f4\u5df2\u7ecf\u4e0d\u518d\u5c40\u9650\u4e8eAI\u8f6f\u4ef6\uff0c\u4e5f\u5f00\u59cb\u5ef6\u4f38\u5230\u4e13\u7528AI\u52a0\u901f\u5668\u548c\u8fb9\u7f18NPU\u9886\u57df\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e74\uff1a\u9ad8\u901a\u6536\u8d2dEdge Impulse<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2025\u5e74\uff0c\u9ad8\u901a\u5ba3\u5e03\u6536\u8d2dEdge Impulse\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Edge Impulse\u662fEdge AI\u5f00\u53d1\u5e73\u53f0\u9886\u57df\u6700\u5177\u4ee3\u8868\u6027\u7684\u516c\u53f8\u4e4b\u4e00\u3002\u5b83\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4ece\u6570\u636e\u91c7\u96c6\u3001\u6807\u6ce8\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u538b\u7f29\uff0c\u5230\u8bbe\u5907\u7aef\u90e8\u7f72\u548c\u6027\u80fd\u6d4b\u8bd5\u7684\u5b8c\u6574\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7\u8be5\u5e73\u53f0\uff0c\u5f00\u53d1\u8005\u4e0d\u5fc5\u4ece\u5934\u642d\u5efa\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u73af\u5883\uff0c\u5c31\u53ef\u4ee5\u5c06\u58f0\u97f3\u8bc6\u522b\u3001\u56fe\u50cf\u5206\u7c7b\u3001\u76ee\u6807\u68c0\u6d4b\u3001\u632f\u52a8\u5206\u6790\u548c\u5f02\u5e38\u8bc6\u522b\u6a21\u578b\u90e8\u7f72\u5230\u5fae\u63a7\u5236\u5668\u3001\u8fb9\u7f18\u5904\u7406\u5668\u4ee5\u53ca\u5404\u79cd\u7269\u8054\u7f51\u8bbe\u5907\u4e2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Edge Impulse\u7684\u91cd\u8981\u4ef7\u503c\uff0c\u8fd8\u5728\u4e8e\u5176\u5e9e\u5927\u7684\u5f00\u53d1\u8005\u793e\u533a\u548c\u5e7f\u6cdb\u7684\u786c\u4ef6\u9002\u914d\u80fd\u529b\u3002\u5b83\u652f\u6301\u5927\u91cf\u82af\u7247\u3001\u5f00\u53d1\u677f\u3001\u4f20\u611f\u5668\u548c\u5d4c\u5165\u5f0f\u5e73\u53f0\uff0c\u957f\u671f\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u6a21\u578b\u90e8\u7f72\u7ecf\u9a8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u9ad8\u901a\u6765\u8bf4\uff0c\u6536\u8d2dEdge Impulse\u5e76\u4e0d\u53ea\u662f\u83b7\u5f97\u4e00\u5957AI\u5f00\u53d1\u8f6f\u4ef6\uff0c\u800c\u662f\u83b7\u5f97\u4e86\u4e00\u4e2a\u8fde\u63a5\u5f00\u53d1\u8005\u3001\u786c\u4ef6\u5e73\u53f0\u548c\u5b9e\u9645\u5e94\u7528\u573a\u666f\u7684\u5165\u53e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\uff0c\u9ad8\u901a\u4e3b\u8981\u4ee5\u624b\u673a\u5904\u7406\u5668\u548c\u901a\u4fe1\u82af\u7247\u95fb\u540d\u3002\u968f\u7740\u4e1a\u52a1\u9010\u6e10\u6269\u5c55\u5230\u5de5\u4e1a\u7269\u8054\u7f51\u3001\u673a\u5668\u4eba\u3001\u667a\u80fd\u7ec8\u7aef\u548c\u8fb9\u7f18\u8ba1\u7b97\uff0c\u9ad8\u901a\u9700\u8981\u66f4\u5bb9\u6613\u4f7f\u7528\u7684\u8f6f\u4ef6\u5e73\u53f0\uff0c\u5e2e\u52a9\u5ba2\u6237\u5c06AI\u6a21\u578b\u90e8\u7f72\u5230\u5176\u5904\u7406\u5668\u4e0a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Edge Impulse\u6b63\u597d\u80fd\u591f\u627f\u62c5\u8fd9\u4e00\u89d2\u8272\u3002\u5b83\u53ef\u4ee5\u964d\u4f4e\u9ad8\u901a\u786c\u4ef6\u7684\u5f00\u53d1\u95e8\u69db\uff0c\u5e76\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u5feb\u5730\u8fdb\u5165\u9ad8\u901a\u7684\u8fb9\u7f18AI\u751f\u6001\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e74\uff1aNordic\u6536\u8d2dNeuton.AI\u90e8\u5206\u8d44\u4ea7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2025\u5e74\uff0cNordic Semiconductor\u6536\u8d2d\u4e86Neuton.AI\u7684\u90e8\u5206\u8d44\u4ea7\u548c\u77e5\u8bc6\u4ea7\u6743\uff0c\u5e76\u5438\u6536\u5176\u90e8\u5206\u6280\u672f\u56e2\u961f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Neuton.AI\u7684\u7279\u70b9\uff0c\u662f\u901a\u8fc7\u81ea\u52a8\u5316\u673a\u5668\u5b66\u4e60\u6280\u672f\u751f\u6210\u4f53\u79ef\u8f83\u5c0f\u3001\u8ba1\u7b97\u91cf\u8f83\u4f4e\u7684\u6a21\u578b\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u8d44\u6e90\u6709\u9650\u7684\u5fae\u63a7\u5236\u5668\u4e0a\u8fd0\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7c7b\u6280\u672f\u7279\u522b\u9002\u5408\u65e0\u7ebf\u4f20\u611f\u5668\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u3001\u667a\u80fd\u5bb6\u5c45\u8282\u70b9\u3001\u5de5\u4e1a\u76d1\u6d4b\u7ec8\u7aef\u548c\u4f4e\u529f\u8017\u7269\u8054\u7f51\u8bbe\u5907\u3002\u8bb8\u591a\u8bbe\u5907\u6ca1\u6709\u72ec\u7acbNPU\uff0c\u4e5f\u65e0\u6cd5\u8fd0\u884c\u5927\u578b\u795e\u7ecf\u7f51\u7edc\uff0c\u4f46\u4f9d\u7136\u9700\u8981\u5b8c\u6210\u7b80\u5355\u7684\u5206\u7c7b\u3001\u9884\u6d4b\u548c\u5f02\u5e38\u8bc6\u522b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nordic\u957f\u671f\u4e13\u6ce8\u4e8e\u4f4e\u529f\u8017\u65e0\u7ebf\u82af\u7247\uff0c\u5176\u4ea7\u54c1\u88ab\u5927\u91cf\u5e94\u7528\u4e8e\u84dd\u7259\u8bbe\u5907\u3001\u7269\u8054\u7f51\u4f20\u611f\u5668\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u548c\u5d4c\u5165\u5f0f\u7ec8\u7aef\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u8fd9\u4e9b\u8bbe\u5907\u9010\u6b65\u5177\u5907\u672c\u5730\u667a\u80fd\u80fd\u529b\uff0c\u4ec5\u4ec5\u63d0\u4f9b\u65e0\u7ebf\u8fde\u63a5\u5df2\u7ecf\u4e0d\u591f\u3002\u5ba2\u6237\u8fd8\u5e0c\u671b\u8bbe\u5907\u80fd\u591f\u76f4\u63a5\u5206\u6790\u4f20\u611f\u5668\u6570\u636e\uff0c\u5728\u672c\u5730\u505a\u51fa\u5224\u65ad\uff0c\u5e76\u51cf\u5c11\u5bf9\u4e91\u7aef\u7684\u4f9d\u8d56\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cNeuton.AI\u7684\u8f7b\u91cf\u6a21\u578b\u751f\u6210\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9Nordic\u628a\u4f4e\u529f\u8017\u65e0\u7ebf\u82af\u7247\u8fdb\u4e00\u6b65\u5347\u7ea7\u4e3a\u5177\u5907AI\u80fd\u529b\u7684\u667a\u80fd\u8282\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7b14\u6536\u8d2d\u4f53\u73b0\u4e86\u53e6\u4e00\u79cd\u5e76\u8d2d\u6a21\u5f0f\uff1a\u5927\u578b\u82af\u7247\u516c\u53f8\u5e76\u4e0d\u4e00\u5b9a\u6536\u8d2d\u6574\u5bb6\u516c\u53f8\uff0c\u4e5f\u53ef\u80fd\u6709\u9009\u62e9\u5730\u8d2d\u4e70\u7b97\u6cd5\u8d44\u4ea7\u3001\u77e5\u8bc6\u4ea7\u6743\u548c\u6838\u5fc3\u56e2\u961f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2026\u5e74\uff1a\u745e\u8428\u7535\u5b50\u6536\u8d2dIrida Labs<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e74\uff0c\u745e\u8428\u7535\u5b50\u5b8c\u6210\u5bf9Irida Labs\u7684\u6536\u8d2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Irida Labs\u4e3b\u8981\u63d0\u4f9b\u5d4c\u5165\u5f0f\u89c6\u89c9AI\u8f6f\u4ef6\uff0c\u9762\u5411\u5de5\u4e1a\u81ea\u52a8\u5316\u3001\u673a\u5668\u4eba\u3001\u667a\u80fd\u6444\u50cf\u5934\u3001\u57fa\u7840\u8bbe\u65bd\u76d1\u6d4b\u548c\u7269\u8054\u7f51\u7ec8\u7aef\u7b49\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u89c6\u89c9AI\u662fEdge AI\u4e2d\u6700\u91cd\u8981\u7684\u5e02\u573a\u4e4b\u4e00\u3002\u76f8\u6bd4\u7b80\u5355\u7684\u6e29\u5ea6\u3001\u632f\u52a8\u548c\u58f0\u97f3\u5206\u6790\uff0c\u89c6\u89c9\u6a21\u578b\u901a\u5e38\u9700\u8981\u66f4\u9ad8\u7b97\u529b\u3001\u66f4\u590d\u6742\u7684\u8f6f\u4ef6\u4f18\u5316\uff0c\u4ee5\u53ca\u66f4\u52a0\u5b8c\u6574\u7684\u6444\u50cf\u5934\u548c\u56fe\u50cf\u5904\u7406\u94fe\u8def\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u745e\u8428\u672c\u8eab\u62e5\u6709\u5fae\u63a7\u5236\u5668\u3001\u5fae\u5904\u7406\u5668\u3001\u6a21\u62df\u82af\u7247\u548c\u5d4c\u5165\u5f0f\u8ba1\u7b97\u5e73\u53f0\uff0c\u4f46\u8981\u8ba9\u8fd9\u4e9b\u786c\u4ef6\u66f4\u5bb9\u6613\u5b8c\u6210\u89c6\u89c9\u8bc6\u522b\u4efb\u52a1\uff0c\u8fd8\u9700\u8981\u8865\u5145\u6a21\u578b\u3001\u7b97\u6cd5\u3001\u8fd0\u884c\u65f6\u548c\u5f00\u53d1\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7\u6536\u8d2dIrida Labs\uff0c\u745e\u8428\u53ef\u4ee5\u628a\u89c6\u89c9\u611f\u77e5\u8f6f\u4ef6\u4e0e\u81ea\u8eab\u5904\u7406\u5668\u8fdb\u884c\u66f4\u6df1\u5ea6\u7684\u4f18\u5316\uff0c\u4f7f\u5ba2\u6237\u80fd\u591f\u56f4\u7ed5\u745e\u8428\u82af\u7247\u66f4\u5feb\u5730\u5f00\u53d1\u673a\u5668\u89c6\u89c9\u548c\u667a\u80fd\u611f\u77e5\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e5f\u8868\u660e\uff0c\u4f20\u7edf\u5fae\u63a7\u5236\u5668\u5382\u5546\u6b63\u5728\u4ece\u63d0\u4f9b\u901a\u7528\u8ba1\u7b97\u786c\u4ef6\uff0c\u8f6c\u5411\u63d0\u4f9b\u9762\u5411\u5177\u4f53\u5e94\u7528\u7684AI\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2026\u5e74\uff1a\u5b89\u68ee\u7f8e\u63d0\u51fa\u6536\u8d2dSynaptics<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e74\uff0c\u5b89\u68ee\u7f8e\u5ba3\u5e03\u8ba1\u5212\u6536\u8d2dSynaptics\u3002\u4e0e\u524d\u9762\u51e0\u7b14\u89c4\u6a21\u76f8\u5bf9\u8f83\u5c0f\u7684\u4ea4\u6613\u76f8\u6bd4\uff0c\u8fd9\u662f\u4e00\u7b14\u66f4\u52a0\u7cfb\u7edf\u5316\u3001\u4f53\u91cf\u4e5f\u66f4\u5927\u7684\u4ea7\u4e1a\u6574\u5408\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Synaptics\u62e5\u6709\u8fb9\u7f18AI\u5904\u7406\u5668\u3001\u65e0\u7ebf\u8fde\u63a5\u3001\u4eba\u673a\u4ea4\u4e92\u3001\u89e6\u63a7\u3001\u97f3\u9891\u548c\u89c6\u89c9\u5904\u7406\u7b49\u591a\u65b9\u9762\u6280\u672f\u3002\u5b89\u68ee\u7f8e\u5219\u957f\u671f\u4e13\u6ce8\u4e8e\u529f\u7387\u534a\u5bfc\u4f53\u3001\u6c7d\u8f66\u7535\u5b50\u548c\u56fe\u50cf\u4f20\u611f\u5668\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4ea4\u6613\u5b8c\u6210\uff0c\u4e24\u5bb6\u516c\u53f8\u7684\u80fd\u529b\u53ef\u4ee5\u8986\u76d6\u4ece\u4f9b\u7535\u3001\u611f\u77e5\u3001\u8fde\u63a5\uff0c\u5230\u672c\u5730\u8ba1\u7b97\u3001AI\u63a8\u7406\u548c\u8bbe\u5907\u63a7\u5236\u7684\u591a\u4e2a\u73af\u8282\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u610f\u5473\u7740\u6536\u8d2d\u76ee\u6807\u5df2\u7ecf\u4e0d\u518d\u53ea\u662f\u5355\u4e00\u7684TinyML\u5de5\u5177\u3001AI\u7b97\u6cd5\u6216NPU\uff0c\u800c\u662f\u4e00\u4e2a\u76f8\u5bf9\u5b8c\u6574\u7684\u8fb9\u7f18\u8ba1\u7b97\u5e73\u53f0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7b14\u4ea4\u6613\u4e5f\u5177\u6709\u660e\u663e\u7684\u201c\u7269\u7406AI\u201d\u7279\u5f81\u3002\u672a\u6765\u7684\u673a\u5668\u4eba\u3001\u6c7d\u8f66\u548c\u5de5\u4e1a\u8bbe\u5907\u4e0d\u4ec5\u8981\u8bc6\u522b\u73af\u5883\uff0c\u8fd8\u8981\u6839\u636e\u8bc6\u522b\u7ed3\u679c\u9a71\u52a8\u7535\u673a\u3001\u6267\u884c\u673a\u6784\u548c\u63a7\u5236\u7cfb\u7edf\u91c7\u53d6\u884c\u52a8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u68ee\u7f8e\u62e5\u6709\u529f\u7387\u5668\u4ef6\u548c\u4f20\u611f\u5668\uff0cSynaptics\u62e5\u6709\u8fb9\u7f18\u8ba1\u7b97\u548c\u8fde\u63a5\u80fd\u529b\uff0c\u4e8c\u8005\u7ed3\u5408\u540e\uff0c\u6709\u671b\u5f62\u6210\u4ece\u201c\u611f\u77e5\u4e16\u754c\u201d\u5230\u201c\u9a71\u52a8\u7269\u7406\u8bbe\u5907\u201d\u7684\u5b8c\u6574\u6280\u672f\u94fe\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece2023\u5e74\u7684TinyML\u8f6f\u4ef6\u6536\u8d2d\uff0c\u52302026\u5e74\u7684\u7cfb\u7edf\u7ea7\u5e73\u53f0\u6574\u5408\uff0cEdge AI\u5e76\u8d2d\u5df2\u7ecf\u660e\u663e\u8fdb\u5165\u4e86\u65b0\u7684\u9636\u6bb5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u5e76\u8d2d\u6848-1024x576.jpg\" alt=\"\" class=\"wp-image-7155\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u5e76\u8d2d\u6848-1024x576.jpg 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u5e76\u8d2d\u6848-300x169.jpg 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u5e76\u8d2d\u6848-768x432.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u5e76\u8d2d\u6848-1536x864.jpg 1536w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u5e76\u8d2d\u6848.jpg 1672w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Edge AI\u5e76\u8d2d\u6848\u65f6\u95f4\u7ebf<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u82af\u7247\u5927\u5382\u4e3a\u4ec0\u4e48\u9891\u7e41\u6536\u8d2dEdge AI\u4f01\u4e1a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u9762\u6765\u770b\uff0c\u82af\u7247\u5927\u5382\u6536\u8d2d\u7684\u662f\u7b97\u6cd5\u3001\u6a21\u578b\u538b\u7f29\u5de5\u5177\u3001\u89c6\u89c9\u8f6f\u4ef6\u6216\u4f4e\u529f\u8017AI\u82af\u7247\u3002\u5b9e\u9645\u4e0a\uff0c\u5b83\u4eec\u771f\u6b63\u60f3\u8865\u9f50\u7684\uff0c\u662f\u5ba2\u6237\u4ece\u8d2d\u4e70\u82af\u7247\u5230\u5b8c\u6210\u4ea7\u54c1\u4e4b\u95f4\u7f3a\u5931\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\uff0c\u82af\u7247\u516c\u53f8\u7684\u4e3b\u8981\u4efb\u52a1\u662f\u8bbe\u8ba1\u548c\u9500\u552e\u786c\u4ef6\u3002\u5ba2\u6237\u9009\u62e9\u5fae\u63a7\u5236\u5668\u6216\u5904\u7406\u5668\u65f6\uff0c\u901a\u5e38\u5173\u6ce8\u4e3b\u9891\u3001\u5185\u5b58\u3001\u529f\u8017\u3001\u63a5\u53e3\u3001\u4ef7\u683c\u548c\u4f9b\u8d27\u5468\u671f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u8fdb\u5165\u8fb9\u7f18\u8bbe\u5907\u540e\uff0c\u60c5\u51b5\u53d1\u751f\u4e86\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ba2\u6237\u4e0d\u518d\u53ea\u95ee\u4e00\u9897\u82af\u7247\u7684\u7b97\u529b\u6709\u591a\u9ad8\uff0c\u8fd8\u4f1a\u5173\u5fc3\u6a21\u578b\u600e\u6837\u8bad\u7ec3\u3001\u662f\u5426\u652f\u6301\u5e38\u89c1\u7b97\u5b50\u3001\u91cf\u5316\u540e\u7cbe\u5ea6\u4f1a\u4e0b\u964d\u591a\u5c11\u3001\u6a21\u578b\u5982\u4f55\u8f6c\u6362\u3001\u600e\u6837\u90e8\u7f72\u5230\u82af\u7247\u3001\u8bbe\u5907\u6295\u5165\u8fd0\u884c\u540e\u5982\u4f55\u5347\u7ea7\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u95ee\u9898\u65e0\u6cd5\u4ec5\u9760\u4e00\u5f20\u82af\u7247\u89c4\u683c\u8868\u89e3\u51b3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u9897\u5904\u7406\u5668\u5373\u4f7f\u5e26\u6709NPU\uff0c\u5982\u679c\u7f3a\u5c11\u5b8c\u5584\u7684\u8f6f\u4ef6\u5de5\u5177\u3001\u6a21\u578b\u5e93\u3001\u7f16\u8bd1\u5668\u548c\u90e8\u7f72\u73af\u5883\uff0c\u4e5f\u5f88\u96be\u771f\u6b63\u88ab\u5ba2\u6237\u91c7\u7528\u3002\u76f8\u53cd\uff0c\u4e00\u9897\u7b97\u529b\u5e76\u4e0d\u7279\u522b\u7a81\u51fa\u7684\u82af\u7247\uff0c\u5982\u679c\u5f00\u53d1\u5de5\u5177\u6210\u719f\u3001\u6a21\u578b\u5bb9\u6613\u90e8\u7f72\u3001\u6280\u672f\u652f\u6301\u5b8c\u5584\uff0c\u53cd\u800c\u53ef\u80fd\u66f4\u5bb9\u6613\u8fdb\u5165\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Edge AI\u521b\u4e1a\u516c\u53f8\u957f\u671f\u89e3\u51b3\u7684\uff0c\u6b63\u662f\u8fd9\u4e9b\u82af\u7247\u5382\u5546\u8fc7\u53bb\u4e0d\u64c5\u957f\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4eec\u719f\u6089\u6570\u636e\u91c7\u96c6\u3001\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u3001\u6a21\u578b\u538b\u7f29\u3001\u7b97\u5b50\u517c\u5bb9\u3001\u63a8\u7406\u6027\u80fd\u5206\u6790\u548c\u8bbe\u5907\u7aef\u90e8\u7f72\u3002\u6536\u8d2d\u8fd9\u4e9b\u516c\u53f8\uff0c\u53ef\u4ee5\u5927\u5e45\u7f29\u77ed\u82af\u7247\u5927\u5382\u8865\u9f50\u8f6f\u4ef6\u80fd\u529b\u7684\u65f6\u95f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82af\u7247\u5382\u5546\u771f\u6b63\u9700\u8981\u7684\uff0c\u5df2\u7ecf\u4ece\u201c\u5236\u9020\u4e00\u9897\u82af\u7247\u201d\u53d8\u6210\u4e86\u201c\u63d0\u4f9b\u4e00\u5957\u53ef\u4ee5\u5b8c\u6210\u4ea7\u54c1\u5f00\u53d1\u7684\u5e73\u53f0\u201d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u82af\u7247\u4e0eEdge AI\u8f6f\u4ef6\u4e3a\u4f55\u8d8a\u6765\u8d8a\u96be\u5206\u5f00<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e91\u7aefAI\u901a\u5e38\u8fd0\u884c\u5728\u76f8\u5bf9\u7edf\u4e00\u7684\u670d\u52a1\u5668\u548cGPU\u73af\u5883\u4e2d\uff0c\u800c\u8fb9\u7f18\u8bbe\u5907\u7684\u786c\u4ef6\u73af\u5883\u9ad8\u5ea6\u788e\u7247\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u540c\u8bbe\u5907\u53ef\u80fd\u4f7f\u7528\u4e0d\u540c\u7684CPU\u3001\u5fae\u63a7\u5236\u5668\u3001DSP\u3001NPU\u548c\u64cd\u4f5c\u7cfb\u7edf\u3002\u6709\u4e9b\u8bbe\u5907\u62e5\u6709\u6570GB\u5185\u5b58\uff0c\u6709\u4e9b\u8bbe\u5907\u53ea\u6709\u51e0\u767eKB\uff1b\u6709\u4e9b\u8bbe\u5907\u63a5\u5165\u7535\u7f51\uff0c\u6709\u4e9b\u8bbe\u5907\u53ea\u80fd\u4f9d\u9760\u7535\u6c60\u5de5\u4f5c\u6570\u6708\u751a\u81f3\u6570\u5e74\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u79cd\u73af\u5883\u4e2d\uff0c\u6a21\u578b\u80fd\u5426\u987a\u5229\u8fd0\u884c\uff0c\u4e0d\u53ea\u662f\u7531\u7b97\u6cd5\u51b3\u5b9a\uff0c\u8fd8\u53d6\u51b3\u4e8e\u82af\u7247\u67b6\u6784\u3001\u5185\u5b58\u5206\u914d\u3001\u7f16\u8bd1\u5668\u3001\u9a71\u52a8\u3001\u7b97\u5b50\u652f\u6301\u548c\u4f20\u611f\u5668\u6570\u636e\u683c\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u8fb9\u7f18AI\u8f6f\u4ef6\u5f88\u96be\u771f\u6b63\u8131\u79bb\u786c\u4ef6\u72ec\u7acb\u5b58\u5728\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u5bb6\u72ec\u7acbEdge AI\u5e73\u53f0\u60f3\u8986\u76d6\u6574\u4e2a\u5e02\u573a\uff0c\u5c31\u5fc5\u987b\u4e0d\u65ad\u9002\u914d\u4e0d\u540c\u5382\u5546\u7684\u82af\u7247\u3001\u5f00\u53d1\u677f\u548c\u8f6f\u4ef6\u73af\u5883\u3002\u6bcf\u589e\u52a0\u4e00\u79cd\u786c\u4ef6\uff0c\u90fd\u4f1a\u589e\u52a0\u5f00\u53d1\u3001\u6d4b\u8bd5\u548c\u7ef4\u62a4\u6210\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u82af\u7247\u5382\u5546\u5219\u5e0c\u671bAI\u8f6f\u4ef6\u9488\u5bf9\u81ea\u5df1\u7684\u786c\u4ef6\u8fdb\u884c\u6df1\u5ea6\u4f18\u5316\uff0c\u4f7f\u81ea\u8eab\u4ea7\u54c1\u5728\u6027\u80fd\u3001\u529f\u8017\u548c\u5f00\u53d1\u6548\u7387\u4e0a\u5f62\u6210\u5dee\u5f02\u5316\u4f18\u52bf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53cc\u65b9\u7684\u76ee\u6807\u5e76\u4e0d\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u72ec\u7acb\u8f6f\u4ef6\u5e73\u53f0\u5e0c\u671b\u4fdd\u6301\u4e2d\u7acb\uff0c\u652f\u6301\u5c3d\u53ef\u80fd\u591a\u7684\u786c\u4ef6\uff1b\u82af\u7247\u5382\u5546\u5219\u5e0c\u671b\u5e73\u53f0\u4f18\u5148\u652f\u6301\u81ea\u5df1\u7684\u4ea7\u54c1\uff0c\u5e76\u5e2e\u52a9\u5176\u5efa\u7acb\u5ba2\u6237\u9ecf\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u5408\u4f5c\u4e0d\u65ad\u52a0\u6df1\uff0c\u6536\u8d2d\u5f80\u5f80\u4f1a\u6210\u4e3a\u964d\u4f4e\u534f\u8c03\u6210\u672c\u7684\u81ea\u7136\u9009\u62e9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u6536\u8d2d\u7684\u4e0d\u53ea\u662f\u6280\u672f\uff0c\u8fd8\u6709\u5f00\u53d1\u8005\u5165\u53e3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Edge AI\u516c\u53f8\u7684\u4ef7\u503c\u4e0d\u4ec5\u4f53\u73b0\u5728\u7b97\u6cd5\u548c\u8f6f\u4ef6\u4ee3\u7801\u4e0a\uff0c\u8fd8\u4f53\u73b0\u5728\u5f00\u53d1\u8005\u793e\u533a\u3001\u786c\u4ef6\u9002\u914d\u7ecf\u9a8c\u548c\u5ba2\u6237\u9879\u76ee\u79ef\u7d2f\u4e0a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bb8\u591a\u5f00\u53d1\u8005\u5e76\u4e0d\u662f\u4ece\u9009\u62e9\u82af\u7247\u5f00\u59cb\u4e00\u4e2a\u9879\u76ee\uff0c\u800c\u662f\u5148\u9009\u62e9\u5f00\u53d1\u5de5\u5177\u3001\u6a21\u578b\u5e73\u53f0\u548c\u8f6f\u4ef6\u6846\u67b6\u3002\u53ea\u6709\u5728\u5b8c\u6210\u521d\u6b65\u9a8c\u8bc1\u540e\uff0c\u624d\u4f1a\u786e\u5b9a\u6700\u7ec8\u4f7f\u7528\u54ea\u4e00\u6b3e\u5904\u7406\u5668\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u610f\u5473\u7740\uff0c\u8c01\u63a7\u5236\u5f00\u53d1\u5e73\u53f0\uff0c\u8c01\u5c31\u53ef\u80fd\u66f4\u65e9\u5f71\u54cd\u82af\u7247\u9009\u62e9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u5f00\u53d1\u8005\u5728\u4e00\u4e2a\u5e73\u53f0\u4e0a\u5b8c\u6210\u6570\u636e\u91c7\u96c6\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u4ee3\u7801\u751f\u6210\u548c\u8bbe\u5907\u90e8\u7f72\u540e\uff0c\u8fc1\u79fb\u5230\u5176\u4ed6\u5e73\u53f0\u901a\u5e38\u9700\u8981\u91cd\u65b0\u9002\u914d\u6a21\u578b\u3001\u4fee\u6539\u9a71\u52a8\u3001\u6d4b\u8bd5\u7b97\u5b50\u548c\u9a8c\u8bc1\u6027\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u8fc1\u79fb\u6210\u672c\uff0c\u4f1a\u5f62\u6210\u660e\u663e\u7684\u751f\u6001\u9ecf\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cEdge AI\u5e73\u53f0\u5b9e\u9645\u4e0a\u627f\u62c5\u7740\u82af\u7247\u9500\u552e\u5165\u53e3\u7684\u4f5c\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82af\u7247\u5927\u5382\u6536\u8d2dEdge AI\u516c\u53f8\uff0c\u76f8\u5f53\u4e8e\u628a\u81ea\u8eab\u4ea7\u54c1\u63d0\u524d\u653e\u8fdb\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u3002\u5f00\u53d1\u8005\u5728\u4ea7\u54c1\u539f\u578b\u9636\u6bb5\u5c31\u5f00\u59cb\u4f7f\u7528\u67d0\u5bb6\u82af\u7247\u516c\u53f8\u7684\u5de5\u5177\u3001\u6a21\u578b\u548c\u8fd0\u884c\u73af\u5883\uff0c\u540e\u7eed\u91cf\u4ea7\u65f6\u7ee7\u7eed\u9009\u62e9\u540c\u4e00\u751f\u6001\u7684\u53ef\u80fd\u6027\u4e5f\u4f1a\u66f4\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u82af\u7247\u884c\u4e1a\u7684\u7ade\u4e89\u5355\u4f4d\uff0c\u4e0d\u518d\u53ea\u662f\u5355\u9897\u82af\u7247\uff0c\u800c\u662f\u201c\u82af\u7247\u3001\u8f6f\u4ef6\u3001\u5de5\u5177\u3001\u6a21\u578b\u3001\u793e\u533a\u548c\u6280\u672f\u652f\u6301\u201d\u7684\u6574\u4f53\u7ec4\u5408\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u4e3a\u4ec0\u4e48Edge AI\u521b\u4e1a\u516c\u53f8\u96be\u4ee5\u72ec\u7acb\u505a\u5927<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Edge AI\u521b\u4e1a\u516c\u53f8\u7684\u6280\u672f\u4ef7\u503c\u901a\u5e38\u5f88\u9ad8\uff0c\u4f46\u72ec\u7acb\u5546\u4e1a\u5316\u5374\u5e76\u4e0d\u5bb9\u6613\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\uff0cEdge AI\u5e02\u573a\u9ad8\u5ea6\u788e\u7247\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u4e00\u79cd\u8bbe\u5907\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\uff0c\u6362\u4e00\u53f0\u673a\u5668\u3001\u4e00\u4e2a\u4f20\u611f\u5668\u6216\u4e00\u79cd\u5b89\u88c5\u65b9\u5f0f\uff0c\u91c7\u96c6\u5230\u7684\u6570\u636e\u5c31\u53ef\u80fd\u53d1\u751f\u660e\u663e\u53d8\u5316\u3002\u5e73\u53f0\u867d\u7136\u53ef\u4ee5\u63d0\u4f9b\u901a\u7528\u5de5\u5177\uff0c\u4f46\u5177\u4f53\u9879\u76ee\u4ecd\u7136\u9700\u8981\u5927\u91cf\u7684\u6570\u636e\u5904\u7406\u3001\u6a21\u578b\u8c03\u6574\u548c\u73b0\u573a\u9a8c\u8bc1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u610f\u5473\u7740Edge AI\u516c\u53f8\u5f88\u5bb9\u6613\u4ece\u8f6f\u4ef6\u5e73\u53f0\u5546\u53d8\u6210\u9879\u76ee\u670d\u52a1\u5546\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u4e2a\u5ba2\u6237\u90fd\u9700\u8981\u5355\u72ec\u9002\u914d\uff0c\u6bcf\u4e2a\u9879\u76ee\u90fd\u9700\u8981\u5de5\u7a0b\u4eba\u5458\u53c2\u4e0e\uff0c\u4f01\u4e1a\u6536\u5165\u96be\u4ee5\u50cf\u4e92\u8054\u7f51\u8f6f\u4ef6\u90a3\u6837\u5feb\u901f\u590d\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u6b21\uff0c\u8fb9\u7f18AI\u9879\u76ee\u7684\u91c7\u8d2d\u5468\u671f\u901a\u5e38\u8f83\u957f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u4e1a\u3001\u6c7d\u8f66\u3001\u533b\u7597\u548c\u57fa\u7840\u8bbe\u65bd\u9886\u57df\u5bf9\u53ef\u9760\u6027\u8981\u6c42\u5f88\u9ad8\u3002\u4e00\u4e2a\u6a21\u578b\u5373\u4f7f\u5728\u5b9e\u9a8c\u5ba4\u4e2d\u8868\u73b0\u826f\u597d\uff0c\u4e5f\u9700\u8981\u7ecf\u8fc7\u957f\u65f6\u95f4\u6d4b\u8bd5\uff0c\u624d\u80fd\u8fdb\u5165\u6b63\u5f0f\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u521b\u4e1a\u516c\u53f8\u53ef\u80fd\u5df2\u7ecf\u6295\u5165\u5927\u91cf\u8d44\u6e90\uff0c\u4f46\u5ba2\u6237\u4ecd\u7136\u9700\u8981\u4e00\u5e74\u751a\u81f3\u66f4\u957f\u65f6\u95f4\u624d\u80fd\u5b8c\u6210\u9a8c\u8bc1\u548c\u91c7\u8d2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\uff0c\u8f6f\u4ef6\u6536\u8d39\u6a21\u5f0f\u5e76\u4e0d\u5bb9\u6613\u5efa\u7acb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82af\u7247\u5382\u5546\u957f\u671f\u4e60\u60ef\u5411\u5ba2\u6237\u514d\u8d39\u63d0\u4f9b\u7f16\u8bd1\u5668\u3001\u9a71\u52a8\u548c\u57fa\u7840\u5f00\u53d1\u5de5\u5177\u3002\u4e00\u5bb6\u72ec\u7acbEdge AI\u516c\u53f8\u5982\u679c\u6309\u5f00\u53d1\u5e2d\u4f4d\u3001\u8bbe\u5907\u6570\u91cf\u6216\u6a21\u578b\u6570\u91cf\u6536\u8d39\uff0c\u5c31\u4f1a\u76f4\u63a5\u9762\u5bf9\u82af\u7247\u539f\u5382\u514d\u8d39\u5de5\u5177\u7684\u7ade\u4e89\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u56db\uff0cEdge AI\u516c\u53f8\u9700\u8981\u6301\u7eed\u652f\u6301\u5927\u91cf\u786c\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u540c\u82af\u7247\u62e5\u6709\u4e0d\u540c\u7684\u7b97\u5b50\u3001\u5185\u5b58\u3001\u7f16\u8bd1\u5668\u548c\u8fd0\u884c\u65f6\u73af\u5883\u3002\u652f\u6301\u7684\u786c\u4ef6\u8d8a\u591a\uff0c\u7ef4\u62a4\u6210\u672c\u8d8a\u9ad8\u3002\u4f01\u4e1a\u5982\u679c\u53ea\u652f\u6301\u5c11\u91cf\u82af\u7247\uff0c\u5e02\u573a\u7a7a\u95f4\u4f1a\u53d7\u5230\u9650\u5236\uff1b\u5982\u679c\u8bd5\u56fe\u652f\u6301\u6240\u6709\u82af\u7247\uff0c\u7814\u53d1\u6210\u672c\u53c8\u4f1a\u8fc5\u901f\u4e0a\u5347\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u7ed3\u6784\u6027\u95ee\u9898\u51b3\u5b9a\u4e86\uff0c\u8bb8\u591aEdge AI\u521b\u4e1a\u516c\u53f8\u6700\u7406\u60f3\u7684\u5546\u4e1a\u7ed3\u679c\uff0c\u53ef\u80fd\u5e76\u4e0d\u662f\u72ec\u7acb\u4e0a\u5e02\uff0c\u800c\u662f\u88ab\u5927\u578b\u82af\u7247\u516c\u53f8\u6536\u8d2d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u88ab\u6536\u8d2d\u662f\u5426\u610f\u5473\u7740\u521b\u4e1a\u5931\u8d25<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u88ab\u6536\u8d2d\u5e76\u4e0d\u610f\u5473\u7740\u8fd9\u4e9b\u516c\u53f8\u7684\u6280\u672f\u8def\u7ebf\u5931\u8d25\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6070\u6070\u76f8\u53cd\uff0c\u5f88\u591aEdge AI\u4f01\u4e1a\u6b63\u662f\u56e0\u4e3a\u89e3\u51b3\u4e86\u91cd\u8981\u95ee\u9898\uff0c\u624d\u6210\u4e3a\u82af\u7247\u5927\u5382\u7684\u6536\u8d2d\u76ee\u6807\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4ea7\u4e1a\u53d1\u5c55\u7684\u65e9\u671f\u9636\u6bb5\uff0c\u521b\u4e1a\u516c\u53f8\u901a\u5e38\u8d1f\u8d23\u63a2\u7d22\u65b0\u7684\u6280\u672f\u65b9\u5411\uff0c\u4f8b\u5982\u8ba9\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53d8\u5f97\u66f4\u5c0f\u3001\u8ba9\u975e\u4e13\u4e1a\u5f00\u53d1\u8005\u80fd\u591f\u8bad\u7ec3\u6a21\u578b\u3001\u8ba9\u89c6\u89c9\u7b97\u6cd5\u8fd0\u884c\u5728\u4f4e\u529f\u8017\u8bbe\u5907\u4e0a\uff0c\u4ee5\u53ca\u8ba9\u8bbe\u5907\u5728\u79bb\u7ebf\u72b6\u6001\u4e0b\u4f9d\u7136\u80fd\u591f\u5b8c\u6210\u8bc6\u522b\u548c\u51b3\u7b56\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u521b\u65b0\u9700\u8981\u5feb\u901f\u8bd5\u9519\uff0c\u800c\u521b\u4e1a\u516c\u53f8\u5f80\u5f80\u6bd4\u5927\u578b\u4f01\u4e1a\u66f4\u52a0\u7075\u6d3b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u6280\u672f\u9010\u6e10\u6210\u719f\uff0c\u4ea7\u4e1a\u5f00\u59cb\u8fdb\u5165\u89c4\u6a21\u5316\u4ea4\u4ed8\u9636\u6bb5\u540e\uff0c\u5ba2\u6237\u5173\u6ce8\u7684\u91cd\u70b9\u4f1a\u53d1\u751f\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ba2\u6237\u4e0d\u518d\u53ea\u5173\u5fc3\u6a21\u578b\u80fd\u5426\u8fd0\u884c\uff0c\u8fd8\u5173\u5fc3\u82af\u7247\u4f9b\u5e94\u3001\u4ea7\u54c1\u5bff\u547d\u3001\u529f\u80fd\u5b89\u5168\u3001\u4fe1\u606f\u5b89\u5168\u3001\u6280\u672f\u652f\u6301\u3001\u5168\u7403\u670d\u52a1\u548c\u957f\u671f\u7ef4\u62a4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6070\u6070\u662f\u5927\u578b\u534a\u5bfc\u4f53\u516c\u53f8\u7684\u4f18\u52bf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u521b\u4e1a\u516c\u53f8\u64c5\u957f\u521b\u65b0\uff0c\u5927\u516c\u53f8\u64c5\u957f\u89c4\u6a21\u5316\u3002\u6536\u8d2d\u5c31\u662f\u4e8c\u8005\u4e4b\u95f4\u6700\u76f4\u63a5\u7684\u8fde\u63a5\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cEdge AI\u4f01\u4e1a\u9891\u7e41\u88ab\u6536\u8d2d\uff0c\u5e76\u4e0d\u4e00\u5b9a\u4ee3\u8868\u884c\u4e1a\u8870\u9000\uff0c\u53cd\u800c\u53ef\u80fd\u610f\u5473\u7740Edge AI\u5df2\u7ecf\u4ece\u5b9e\u9a8c\u6027\u6280\u672f\u8d70\u5411\u6210\u719f\u4ea7\u4e1a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u54ea\u4e9bEdge AI\u516c\u53f8\u4ecd\u53ef\u80fd\u4fdd\u6301\u72ec\u7acb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e76\u4e0d\u662f\u6240\u6709Edge AI\u4f01\u4e1a\u6700\u7ec8\u90fd\u4f1a\u8fdb\u5165\u82af\u7247\u5927\u5382\u4f53\u7cfb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u80fd\u591f\u4fdd\u6301\u72ec\u7acb\u7684\u4f01\u4e1a\uff0c\u901a\u5e38\u9700\u8981\u5efa\u7acb\u82af\u7247\u5382\u5546\u96be\u4ee5\u66ff\u4ee3\u7684\u4ef7\u503c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u7c7b\u662f\u6df1\u8015\u5782\u76f4\u884c\u4e1a\u7684\u4f01\u4e1a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4e00\u5bb6\u516c\u53f8\u4e0d\u4ec5\u63d0\u4f9b\u7b97\u6cd5\u5de5\u5177\uff0c\u8fd8\u62e5\u6709\u5de5\u4e1a\u8d28\u68c0\u3001\u8bbe\u5907\u8bca\u65ad\u3001\u533b\u7597\u6210\u50cf\u3001\u96f6\u552e\u5206\u6790\u6216\u673a\u5668\u4eba\u611f\u77e5\u7b49\u884c\u4e1a\u77e5\u8bc6\uff0c\u5b83\u7684\u4ef7\u503c\u5c31\u4e0d\u518d\u53ea\u662f\u6a21\u578b\u90e8\u7f72\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ba2\u6237\u8d2d\u4e70\u7684\u662f\u884c\u4e1a\u89e3\u51b3\u65b9\u6848\u3001\u6570\u636e\u79ef\u7d2f\u548c\u4e1a\u52a1\u7ecf\u9a8c\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u666e\u901a\u7684\u8f6f\u4ef6\u5de5\u5177\u3002\u82af\u7247\u5382\u5546\u5f88\u96be\u901a\u8fc7\u7b80\u5355\u5f00\u53d1\u4e00\u5957\u514d\u8d39\u8f6f\u4ef6\u53d6\u4ee3\u5b83\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u7c7b\u662f\u638c\u63e1\u72ec\u7279\u82af\u7247\u67b6\u6784\u7684\u4f01\u4e1a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u521b\u4e1a\u516c\u53f8\u62e5\u6709\u660e\u663e\u9886\u5148\u7684\u4f4e\u529f\u8017\u8ba1\u7b97\u3001\u5b58\u7b97\u4e00\u4f53\u3001\u6a21\u62df\u8ba1\u7b97\u6216\u4e13\u7528\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u5b83\u53ef\u80fd\u6210\u957f\u4e3a\u72ec\u7acb\u82af\u7247\u5e73\u53f0\uff0c\u800c\u4e0d\u53ea\u662f\u6210\u4e3a\u6536\u8d2d\u5bf9\u8c61\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\u7c7b\u662f\u5efa\u7acb\u8de8\u82af\u7247\u7ba1\u7406\u5e73\u53f0\u7684\u4f01\u4e1a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u5927\u91cf\u4f01\u4e1a\u4f1a\u540c\u65f6\u4f7f\u7528\u591a\u5bb6\u5382\u5546\u7684\u82af\u7247\u3002\u5de5\u4e1a\u96c6\u56e2\u3001\u6c7d\u8f66\u516c\u53f8\u548c\u5927\u578b\u8bbe\u5907\u5236\u9020\u5546\u901a\u5e38\u4e0d\u613f\u88ab\u5355\u4e00\u82af\u7247\u751f\u6001\u9501\u5b9a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4e00\u5bb6Edge AI\u516c\u53f8\u80fd\u591f\u7edf\u4e00\u7ba1\u7406\u4e0d\u540c\u786c\u4ef6\u4e0a\u7684\u6a21\u578b\u3001\u8bbe\u5907\u548c\u6570\u636e\uff0c\u5e76\u5728\u8fb9\u7f18MLOps\u3001\u6a21\u578b\u76d1\u63a7\u548c\u5b89\u5168\u66f4\u65b0\u65b9\u9762\u5efa\u7acb\u6807\u51c6\uff0c\u5c31\u4ecd\u7136\u6709\u673a\u4f1a\u4fdd\u6301\u4e2d\u7acb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u56db\u7c7b\u662f\u670d\u52a1\u4e8e\u590d\u6742\u79c1\u6709\u5316\u573a\u666f\u7684\u4f01\u4e1a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u578b\u5de5\u4e1a\u7cfb\u7edf\u5f80\u5f80\u9700\u8981\u8de8\u5de5\u5382\u3001\u8de8\u8bbe\u5907\u548c\u8de8\u64cd\u4f5c\u7cfb\u7edf\u90e8\u7f72AI\u3002\u5ba2\u6237\u66f4\u5173\u6ce8\u957f\u671f\u8fd0\u7ef4\u548c\u7cfb\u7edf\u96c6\u6210\uff0c\u800c\u4e0d\u662f\u67d0\u4e00\u9897\u82af\u7247\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u4e9b\u573a\u666f\u4e2d\uff0c\u72ec\u7acbEdge AI\u5e73\u53f0\u4ecd\u7136\u5177\u6709\u751f\u5b58\u7a7a\u95f4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516b\u3001Edge AI\u7ade\u4e89\u6b63\u5728\u4ece\u5355\u70b9\u6280\u672f\u8f6c\u5411\u5168\u6808\u5e73\u53f0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\uff0cEdge AI\u884c\u4e1a\u7ecf\u5e38\u6bd4\u8f83\u6a21\u578b\u5927\u5c0f\u3001\u63a8\u7406\u901f\u5ea6\u3001\u82af\u7247\u7b97\u529b\u548c\u529f\u8017\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6307\u6807\u4ecd\u7136\u91cd\u8981\uff0c\u4f46\u5df2\u7ecf\u4e0d\u8db3\u4ee5\u51b3\u5b9a\u6700\u7ec8\u7ade\u4e89\u7ed3\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u771f\u6b63\u7684\u7ade\u4e89\uff0c\u5c06\u53d1\u751f\u5728\u5b8c\u6574\u6280\u672f\u94fe\u4e4b\u95f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u611f\u5668\u8d1f\u8d23\u91c7\u96c6\u73b0\u5b9e\u4e16\u754c\u7684\u6570\u636e\uff0c\u8fde\u63a5\u82af\u7247\u8d1f\u8d23\u4f20\u8f93\u4fe1\u606f\uff0cCPU\u3001DSP\u548cNPU\u8d1f\u8d23\u5904\u7406\u6570\u636e\uff0c\u5f00\u53d1\u5e73\u53f0\u8d1f\u8d23\u8bad\u7ec3\u548c\u4f18\u5316\u6a21\u578b\uff0c\u8fd0\u884c\u65f6\u8d1f\u8d23\u8c03\u7528\u8ba1\u7b97\u8d44\u6e90\uff0c\u8bbe\u5907\u7ba1\u7406\u5e73\u53f0\u8d1f\u8d23\u66f4\u65b0\u6a21\u578b\u548c\u76d1\u63a7\u7cfb\u7edf\u72b6\u6001\uff0c\u5e94\u7528\u8f6f\u4ef6\u5219\u8d1f\u8d23\u5c06AI\u5224\u65ad\u8f6c\u5316\u4e3a\u5b9e\u9645\u52a8\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6761\u94fe\u6761\u4e2d\u7684\u4efb\u4f55\u4e00\u73af\u7f3a\u5931\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4AI\u65e0\u6cd5\u771f\u6b63\u843d\u5730\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u82af\u7247\u5927\u5382\u6b63\u5728\u901a\u8fc7\u6536\u8d2d\u8865\u9f50\u81ea\u5df1\u7684\u80fd\u529b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f3a\u5c11\u6a21\u578b\u5f00\u53d1\u5de5\u5177\uff0c\u5c31\u6536\u8d2dTinyML\u5e73\u53f0\uff1b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f3a\u5c11\u89c6\u89c9\u7b97\u6cd5\uff0c\u5c31\u6536\u8d2d\u5d4c\u5165\u5f0f\u89c6\u89c9\u516c\u53f8\uff1b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f3a\u5c11\u9ad8\u6027\u80fd\u63a8\u7406\u80fd\u529b\uff0c\u5c31\u6536\u8d2dNPU\u4f01\u4e1a\uff1b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f3a\u5c11\u65e0\u7ebf\u8fde\u63a5\u548c\u4eba\u673a\u4ea4\u4e92\uff0c\u5c31\u901a\u8fc7\u66f4\u5927\u89c4\u6a21\u7684\u5e76\u8d2d\u8fdb\u884c\u6574\u5408\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u8bf4\u660eEdge AI\u7684\u7ade\u4e89\u5df2\u7ecf\u4ece\u5355\u4e00\u82af\u7247\u6216\u5355\u4e00\u7b97\u6cd5\u7684\u7ade\u4e89\uff0c\u5347\u7ea7\u4e3a\u5168\u6808\u5e73\u53f0\u4e4b\u95f4\u7684\u7ade\u4e89\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u9886\u5148\u7684\u4f01\u4e1a\uff0c\u672a\u5fc5\u62e5\u6709\u7b97\u529b\u6700\u9ad8\u7684\u82af\u7247\uff0c\u4f46\u5fc5\u987b\u80fd\u591f\u8ba9\u5ba2\u6237\u66f4\u5feb\u3001\u66f4\u7a33\u5b9a\u3001\u66f4\u4f4e\u6210\u672c\u5730\u5b8c\u6210\u4ea7\u54c1\u5f00\u53d1\u548c\u91cf\u4ea7\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u7684\u5f52\u5bbf\uff1f-1024x576.jpg\" alt=\"\" class=\"wp-image-7156\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u7684\u5f52\u5bbf\uff1f-1024x576.jpg 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u7684\u5f52\u5bbf\uff1f-300x169.jpg 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u7684\u5f52\u5bbf\uff1f-768x432.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u7684\u5f52\u5bbf\uff1f-1536x864.jpg 1536w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/08\/Edge-AI\u7684\u5f52\u5bbf\uff1f.jpg 1672w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Edge AI\u88ab\u5e76\u8d2d\uff0c\u4ece\u72ec\u7acb\u5de5\u5177\u8d70\u5411\u82af\u7247\u751f\u6001<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bed\uff1a\u7ec8\u70b9\u4e0d\u662f\u6536\u8d2d\uff0c\u800c\u662f\u8fdb\u5165\u82af\u7247\u751f\u6001<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cEdge AI\u5382\u5546\u7684\u7ec8\u70b9\u662f\u88ab\u82af\u7247\u5927\u5382\u6536\u8d2d\u201d\uff0c\u8fd9\u4e2a\u5224\u65ad\u6709\u4e00\u5b9a\u9053\u7406\uff0c\u4f46\u5e76\u4e0d\u5b8c\u6574\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u4e3b\u8981\u63d0\u4f9b\u901a\u7528\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u538b\u7f29\u3001\u5d4c\u5165\u5f0f\u90e8\u7f72\u548c\u82af\u7247\u9002\u914d\u5de5\u5177\u7684\u521b\u4e1a\u516c\u53f8\u6765\u8bf4\uff0c\u88ab\u82af\u7247\u5382\u5546\u6536\u8d2d\u786e\u5b9e\u53ef\u80fd\u6210\u4e3a\u8f83\u5e38\u89c1\u7684\u5f52\u5bbf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u4e3a\u8fd9\u4e9b\u80fd\u529b\u5929\u7136\u9700\u8981\u4e0e\u5904\u7406\u5668\u3001\u7f16\u8bd1\u5668\u3001\u5f00\u53d1\u5de5\u5177\u548c\u786c\u4ef6\u5e73\u53f0\u6df1\u5ea6\u7ed3\u5408\u3002\u8fdb\u5165\u82af\u7247\u5927\u5382\u4f53\u7cfb\u540e\uff0c\u5b83\u4eec\u53ef\u4ee5\u83b7\u5f97\u66f4\u5927\u7684\u5e02\u573a\u3001\u66f4\u7a33\u5b9a\u7684\u7814\u53d1\u8d44\u6e90\u548c\u66f4\u5b8c\u5584\u7684\u9500\u552e\u6e20\u9053\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u4ece\u6574\u4e2a\u4ea7\u4e1a\u89d2\u5ea6\u770b\uff0c\u6536\u8d2d\u5e76\u4e0d\u662fEdge AI\u7684\u7ec8\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u66f4\u50cf\u662fEdge AI\u4ece\u82af\u7247\u5916\u56f4\u7684\u9644\u52a0\u529f\u80fd\uff0c\u9010\u6e10\u8fdb\u5165\u534a\u5bfc\u4f53\u4ea7\u4e1a\u6838\u5fc3\u7684\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\uff0cAI\u53ea\u662f\u82af\u7247\u4ea7\u54c1\u4e2d\u7684\u4e00\u9879\u529f\u80fd\uff1b\u73b0\u5728\uff0cAI\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u4f20\u611f\u5668\u3001\u5904\u7406\u5668\u3001\u8fde\u63a5\u82af\u7247\u548c\u529f\u7387\u5668\u4ef6\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82af\u7247\u5382\u5546\u4e0d\u65ad\u6536\u8d2dEdge AI\u4f01\u4e1a\uff0c\u5e76\u4e0d\u662f\u5728\u63a5\u7ba1\u4e00\u4e2a\u5931\u53bb\u524d\u9014\u7684\u884c\u4e1a\uff0c\u800c\u662f\u5728\u4e89\u593a\u4e0b\u4e00\u4ee3\u667a\u80fd\u8bbe\u5907\u7684\u8f6f\u4ef6\u5165\u53e3\u3001\u5f00\u53d1\u8005\u5165\u53e3\u548c\u5e94\u7528\u5165\u53e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u7684\u8d8b\u52bf\u6216\u8bb8\u4e0d\u662fEdge AI\u516c\u53f8\u7eb7\u7eb7\u6d88\u5931\uff0c\u800c\u662f\u4f20\u7edf\u82af\u7247\u516c\u53f8\u6b63\u5728\u9010\u6e10\u53d8\u6210Edge AI\u5e73\u53f0\u516c\u53f8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u6c7d\u8f66\u3001\u673a\u5668\u4eba\u3001\u5de5\u4e1a\u8bbe\u5907\u548c\u667a\u80fd\u7ec8\u7aef\u5f00\u59cb\u5177\u5907\u611f\u77e5\u3001\u5224\u65ad\u548c\u884c\u52a8\u80fd\u529b\u65f6\uff0c\u82af\u7247\u3001\u7b97\u6cd5\u3001\u8f6f\u4ef6\u548c\u5e94\u7528\u4e4b\u95f4\u7684\u8fb9\u754c\u5fc5\u7136\u8d8a\u6765\u8d8a\u6a21\u7cca\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\u7684\u8d62\u5bb6\uff0c\u5c06\u4e0d\u518d\u53ea\u662f\u5236\u9020\u82af\u7247\u7684\u4f01\u4e1a\uff0c\u4e5f\u4e0d\u4f1a\u53ea\u662f\u8bad\u7ec3\u6a21\u578b\u7684\u4f01\u4e1a\uff0c\u800c\u662f\u90a3\u4e9b\u80fd\u591f\u628a\u786c\u4ef6\u3001\u7b97\u6cd5\u3001\u5de5\u5177\u3001\u6570\u636e\u548c\u771f\u5b9e\u5e94\u7528\u6574\u5408\u6210\u5b8c\u6574\u7cfb\u7edf\u7684\u5e73\u53f0\u578b\u516c\u53f8\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u5e74\u6765\uff0cEdge AI\u9886\u57df\u51fa\u73b0\u4e86\u4e00\u6761\u8d8a\u6765\u8d8a\u6e05\u6670\u7684\u4ea7\u4e1a\u8109\u7edc\uff1a\u4e0d\u5c11\u66fe\u7ecf\u72ec\u7acb\u53d1\u5c55\u7684\u7b97\u6cd5\u516c\u53f8\u3001TinyML\u5e73\u53f0\u3001\u5d4c\u5165\u5f0f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[8],"tags":[39,100],"class_list":["post-7154","post","type-post","status-publish","format-standard","hentry","category-tech","tag-ai","tag-electrical-electronic"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"NullThought","author_link":"https:\/\/nullthought.net\/?author=1"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/nullthought.net\/?cat=8\" rel=\"category\">Tech<\/a>","rttpg_excerpt":"\u8fd1\u5e74\u6765\uff0cEdge AI\u9886\u57df\u51fa\u73b0\u4e86\u4e00\u6761\u8d8a\u6765\u8d8a\u6e05\u6670\u7684\u4ea7\u4e1a\u8109\u7edc\uff1a\u4e0d\u5c11\u66fe\u7ecf\u72ec\u7acb\u53d1\u5c55\u7684\u7b97\u6cd5\u516c\u53f8\u3001TinyML\u5e73\u53f0\u3001\u5d4c\u5165\u5f0f&hellip;","_links":{"self":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/7154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7154"}],"version-history":[{"count":1,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/7154\/revisions"}],"predecessor-version":[{"id":7157,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/7154\/revisions\/7157"}],"wp:attachment":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7154"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7154"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}