{"id":2389,"date":"2021-08-04T09:00:16","date_gmt":"2021-08-04T09:00:16","guid":{"rendered":"http:\/\/www.synsense-neuromorphic.com\/?p=2389"},"modified":"2022-04-15T16:41:33","modified_gmt":"2022-04-15T16:41:33","slug":"waic-2021-synsense%e6%97%b6%e8%af%86%e7%a7%91%e6%8a%80%e9%a6%96%e5%b8%ad%e7%a7%91%e5%ad%a6%e5%ae%b6-giacomo-indiveri%ef%bc%9a%e4%bd%8e%e5%8a%9f%e8%80%97%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/www.synsense.ai\/zh-hans\/waic-2021-synsense%e6%97%b6%e8%af%86%e7%a7%91%e6%8a%80%e9%a6%96%e5%b8%ad%e7%a7%91%e5%ad%a6%e5%ae%b6-giacomo-indiveri%ef%bc%9a%e4%bd%8e%e5%8a%9f%e8%80%97%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e8%ae%a1\/","title":{"rendered":"WAIC 2021 | SynSense\u65f6\u8bc6\u79d1\u6280\u9996\u5e2d\u79d1\u5b66\u5bb6 Giacomo Indiveri\uff1a\u4f4e\u529f\u8017\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u7cfb\u7edf\u4e2d\u7684\u7c7b\u8111\u7b56\u7565"},"content":{"rendered":"<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2390 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/2-1-1080x675-1.jpg\" alt=\"\" width=\"1080\" height=\"675\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/2-1-1080x675-1.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/2-1-1080x675-1-300x188.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/2-1-1080x675-1-1024x640.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/2-1-1080x675-1-768x480.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u4ee5\u4e0b\u4e3a Giacomo Indiveri \u5728 WAIC 2021 AI \u5f00\u53d1\u8005\u8bba\u575b\u4e0a\u7684\u6f14\u8bb2\u5185\u5bb9\uff0c\u673a\u5668\u4e4b\u5fc3\u8fdb\u884c\u4e86\u4e0d\u6539\u53d8\u539f\u610f\u7684\u7f16\u8f91\u3001\u6574\u7406\uff1a<\/p>\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f Giacomo Indiveri\uff0c\u6765\u81ea\u82cf\u9ece\u4e16\u5927\u5b66\u53ca\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u795e\u7ecf\u4fe1\u606f\u7814\u7a76\u6240\uff0c\u5f88\u9ad8\u5174\u6709\u673a\u4f1a\u5728\u8fd9\u91cc\u8ddf\u5927\u5bb6\u4e00\u8d77\u63a2\u8ba8\u4eff\u751f\u7684\u4f4e\u529f\u8017\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u7cfb\u7edf\u3002\u4eba\u5de5\u667a\u80fd\u4e00\u8bcd\u8fd1\u51e0\u5e74\u975e\u5e38\u6d41\u884c\uff0c\u5b9e\u9645\u4e0a\uff0c\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u548c\u7f51\u7edc\u53ef\u4ee5\u56de\u6eaf\u5230\u4e0a\u4e16\u7eaa 80 \u5e74\u4ee3\u3002\u5c3d\u7ba1\u8fd9\u4e9b\u7f51\u7edc\u65e9\u5728 80 \u5e74\u4ee3\u5c31\u88ab\u7b2c\u4e00\u6b21\u6210\u529f\u5c55\u793a\uff0c\u4f46\u4e5f\u4ec5\u662f\u5728\u8fd1\u51e0\u5e74\uff0c\u7b97\u6cd5\u548c\u8ba1\u7b97\u7cfb\u7edf\uff0c\u624d\u5f00\u59cb\u5c55\u73b0\u51fa\u6bd4\u4f20\u7edf\u89e3\u51b3\u65b9\u6cd5\u66f4\u80dc\u4e00\u7b79\u7684\u4f18\u52bf\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone 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\u5e74\u7b2c\u4e00\u4e2a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u4f7f\u7528\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u8fdb\u884c\u8bad\u7ec3\uff0c\u5f97\u5230\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u7ed3\u679c\uff0c\u8fd9\u5bfc\u81f4\u4e86\u6574\u4e2a\u9886\u57df\u7684\u7206\u70b8\u5f0f\u589e\u957f\u3002\u5b9e\u9645\u4e0a\u8fd9\u79cd\u65b9\u6cd5\u6210\u529f\u7684\u539f\u56e0\uff0c\u5c31\u5982\u6211\u6240\u8bf4\uff0c\u81ea\u5f88\u591a\u5e74\u524d\u5c31\u5f00\u59cb\u63a2\u7d22\u4e86\uff0c\u4f46\u76f4\u5230\u8fd1\u51e0\u5e74\u6211\u4eec\u624d\u5f97\u4ee5\u5ef6\u7eed\u8fd9\u4e00\u6210\u529f\uff0c\u5e76\u5b9e\u73b0\u771f\u6b63\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u6027\u80fd\u3002\u8fd9\u662f\u56e0\u4e3a\u5728\u6280\u672f\u5c42\u9762\uff0c\u786c\u4ef6\u6280\u672f\u5f00\u59cb\u63d0\u4f9b\u8db3\u591f\u7684\u7b97\u529b\uff0c\u4f7f\u8fd9\u4e9b\u7f51\u7edc\u80fd\u591f\u6709\u5f88\u597d\u7684\u8868\u73b0\u3002\u5176\u6b21\uff0c\u73b0\u5728\u5df2\u7ecf\u6709\u4e86\u80fd\u591f\u7528\u6765\u8bad\u7ec3\u8fd9\u4e9b\u7f51\u7edc\u7684\u53ef\u7528\u5927\u6570\u636e\uff0c\u8fd9\u4e5f\u662f\u4e0a\u4e16\u7eaa 80 \u5e74\u4ee3\u6240\u6ca1\u6709\u7684\u3002\u6700\u540e\uff0c\u8fd8\u6709\u4e00\u4e9b\u6280\u5de7\u4ee5\u53ca\u6539\u8fdb\u5728\u7b97\u6cd5\u4e2d\u5f97\u4ee5\u8fd0\u7528\uff0c\u4f7f\u5f97\u8fd9\u4e9b\u7f51\u7edc\u975e\u5e38\u7a33\u5b9a\u5e76\u4e14\u6027\u80fd\u826f\u597d\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u8fd9\u7c7b\u65b9\u6cd5\u786e\u5b9e\u5b58\u5728\u4e00\u4e9b\u95ee\u9898\uff0c\u5927\u591a\u6570\u8be5\u7c7b\u7b97\u6cd5\u9700\u8981\u5927\u91cf\u5b58\u50a8\u53ca\u529f\u8017\u5c42\u9762\u7684\u8d44\u6e90\u6765\u5b8c\u6210\u8bad\u7ec3\u3002\u800c\u4e8b\u5b9e\u4e0a\uff0c\u5982\u679c\u6211\u4eec\u505a\u4e00\u4e2a\u4f30\u7b97\u5c31\u53ef\u4ee5\u770b\u5230\u6240\u6709\u7684\u8ba1\u7b97\u8bbe\u5907\u9700\u8981\u591a\u5c11\u80fd\u91cf\uff0c\u624d\u80fd\u5728\u4e16\u754c\u8303\u56f4\u5185\u5b9e\u73b0\u8fd9\u7c7b\u795e\u7ecf\u7f51\u7edc\u3002\u636e\u4f30\u8ba1\uff0c\u5230 2025 \u5e74\uff0c\u5728 ICT \u4ea7\u4e1a\u6211\u4eec\u5c06\u6d88\u8017\u6574\u4e2a\u4e16\u754c\u5927\u7ea6 20% \u7684\u80fd\u6e90\uff0c\u8fd9\u663e\u7136\u5bfc\u81f4\u4e86\u4e00\u4e2a\u4e0d\u53ef\u6301\u7eed\u53d1\u5c55\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e9b\u7f51\u7edc\u9700\u8981\u6781\u9ad8\u7684\u529f\u8017\u8fd8\u6709\u53e6\u5916\u4e00\u4e2a\u539f\u56e0\u662f\u5b83\u4eec\u9700\u8981\u5927\u91cf\u7684\u6570\u636e\u548c\u5b58\u50a8\u8d44\u6e90\u3002\u7279\u522b\u662f\u8fd9\u4e9b\u7f51\u7edc\u9700\u8981\u5c06\u6570\u636e\u4ece\u5185\u5b58\u4e2d\u8bfb\u53d6\u5e76\u8f6c\u79fb\u5230\u8ba1\u7b97\u5355\u5143\uff0c\u518d\u5c06\u8ba1\u7b97\u7ed3\u679c\u5b58\u56de\u5185\u5b58\u3002\u56e0\u6b64\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u5185\u5b58\u4f7f\u7528\u7684\u662f DRAM \u82af\u7247\uff0c\u800c\u8fd9\u4e9b DRAM \u6bd4\u4efb\u4f55\u8ba1\u7b97\u64cd\u4f5c\u7684\u6210\u672c\u9ad8\u51fa\u81f3\u5c11 1500 \u500d\uff0c\u4f8b\u5982 CNN \u52a0\u901f\u5668\u4e2d\u7684 MAC \u64cd\u4f5c\u3002\u6240\u4ee5\u4e8b\u5b9e\u4e0a\uff0c\u6211\u4eec\u5e76\u6ca1\u6709\u505a\u5927\u91cf\u8ba1\u7b97\uff0c\u800c\u662f\u6765\u56de\u79fb\u52a8\u7684\u6bd4\u7279\u6d88\u8017\u4e86\u5927\u91cf\u7684\u80fd\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u53e6\u4e00\u4e2a\u66f4\u6839\u672c\u7684\u95ee\u9898\u5219\u4e0d\u4ec5\u4e0e\u6280\u672f\u6709\u5173\uff0c\u8fd8\u4e0e\u7406\u8bba\u548c\u7b97\u6cd5\u6709\u5173\u3002\u4f8b\u5982\uff0cAlphaGo \u662f\u4e00\u4e2a\u975e\u5e38\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u6f14\u793a\uff0c\u4f46\u5176\u53ef\u5e94\u7528\u7684\u9886\u57df\u5374\u662f\u975e\u5e38\u72ed\u7a84\u7684\uff0c\u56e0\u4e3a\u5b83\u662f\u53ea\u9488\u5bf9\u4e00\u4e2a\u975e\u5e38\u5177\u4f53\u9886\u57df\u7684\u8bbe\u8ba1\u3002\u8fd9\u7c7b\u7f51\u7edc\u88ab\u7f16\u7a0b\u4ee5\u6267\u884c\u4e00\u7ec4\u6709\u9650\u7684\u4efb\u52a1\uff0c\u5e76\u5728\u4e00\u4e2a\u9884\u5148\u786e\u5b9a\u7684\u3001\u9884\u8bbe\u7684\u8303\u56f4\u5185\u8fd0\u884c\u3002\u5b83\u4eec\u4e0d\u50cf\u52a8\u7269\u7684\u5927\u8111\u90a3\u6837\u5177\u6709\u901a\u7528\u6027\u3002\u56e0\u6b64\uff0c\u5c3d\u7ba1\u6211\u4eec\u786e\u5b9e\u79f0\u5b83\u4eec\u4e3a\u4eba\u5de5\u667a\u80fd\uff0c\u4f46\u5176\u786e\u5b9e\u4e0e\u81ea\u7136\u754c\u7684\u667a\u80fd\u6709\u5f88\u5927\u4e0d\u540c\uff0c\u4e0e\u6211\u4eec\u5728\u52a8\u7269\u548c\u4eba\u7c7b\u8eab\u4e0a\u770b\u5230\u7684\u667a\u529b\u4e0d\u4e00\u6837\u3002<\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2394 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/5.jpg\" alt=\"\" width=\"1080\" height=\"601\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/5.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/5-300x167.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/5-1024x570.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/5-768x427.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\n<section>\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u7684\u6838\u5fc3\u662f\u53cd\u5411\u4f20\u64ad\uff08BP\uff09\u7b97\u6cd5\uff0c\u6216\u8005\u662f\u57fa\u4e8e\u65f6\u95f4\u5e8f\u5217\u7684 BPTT 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Hinton\uff0c\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\u7684\u53d1\u660e\u8005\u4e4b\u4e00\uff0c\u4e5f\u5728\u91c7\u8bbf\u4e2d\u58f0\u79f0\uff1a\u4ed6\u6df1\u5ea6\u6000\u7591\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\uff0c\u5e76\u8ba4\u4e3a\u8fd9\u4e0d\u662f\u5927\u8111\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u4e8b\u5b9e\u4e0a\u4ed6\u8ba4\u4e3a\uff0c\u672a\u6765\u6211\u4eec\u5bf9\u5927\u8111\u7684\u7406\u89e3\u771f\u7684\u5fc5\u987b\u8d85\u8d8a BPTT\uff0c\u800c\u8fd9\u5c06\u8981\u4f9d\u8d56\u4e8e\u672a\u6765\u7684\u7814\u7a76\u8005\u4eec\uff0c\u4ed6\u4eec\u9700\u8981\u5bf9\u5df2\u6709\u5de5\u4f5c\u62b1\u6709\u8d28\u7591\u7684\u6001\u5ea6\uff0c\u5e76\u5c1d\u8bd5\u8d85\u8d8a\u73b0\u6709\u6700\u524d\u6cbf\u7684\u79d1\u6280\u3002<\/section>\n<section>\u800c\u8fd9\u4e2a\u95ee\u9898\u662f\u672c\u8d28\u6027\u7684\uff0c\u5b58\u5728\u4e8e\u7406\u8bba\u4ee5\u53ca\u6b63\u5728\u5f00\u53d1\u7684\u7b97\u6cd5\u4e4b\u4e2d\uff0c\u540c\u65f6\u4e5f\u662f\u6211\u4eec\u5728\u6280\u672f\u5c42\u9762\u4e0a\u9047\u5230\u7684\u95ee\u9898\u3002\u6240\u4ee5\u8fd9\u4e2a\u95ee\u9898\u5df2\u7ecf\u4e3a\u8bb8\u591a\u793e\u533a\u3001\u673a\u6784\u6240\u5171\u8bc6\u3002\u4f8b\u5982\uff0c\u6700\u8fd1\u7531 John Shalf \u64b0\u5199\u7684\u4e00\u7bc7\u8bba\u6587\u5c55\u793a\u4e86\u5982\u4f55\u6539\u5584\u8fd9\u4e9b\u95ee\u9898\uff0c\u5e76\u8bd5\u56fe\u4ee5\u4e0d\u540c\u7684\u8def\u5f84\u65b9\u6cd5\u5b9e\u73b0\u8ba1\u7b97\u6027\u80fd\u7684\u63d0\u5347\uff0c\u8d85\u8d8a\u73b0\u6709\u65b9\u6cd5\u3002<\/section>\n<section>\u4e00\u79cd\u601d\u8def\u662f\u5bfb\u627e\u65b0\u7684\u6750\u6599\u548c\u8bbe\u5907\u6765\u4ee3\u66ff\u5e76\u8d85\u8d8a\u7845\u6750\u6599\uff0c\u501f\u52a9\u65b0\u6750\u6599\u6765\u63d0\u9ad8\u8ba1\u7b97\u6027\u80fd\u3002\u53e6\u4e00\u79cd\u601d\u8def\u5219\u662f\u4ec5\u4f7f\u7528\u73b0\u6709\u57fa\u4e8e CMOS \u5de5\u827a\u7684\u67b6\u6784\uff0c\u5c1d\u8bd5\u627e\u5230\u5c01\u88c5\u548c\u6784\u5efa\u8fd9\u4e9b\u67b6\u6784\u7684\u66f4\u6709\u6548\u65b9\u6cd5\uff0c\u8fd9\u7b97\u662f\u4e00\u79cd\u5faa\u5e8f\u6e10\u8fdb\u7684\u524d\u8fdb\u65b9\u5f0f\u3002\u6700\u540e\uff0cJohn Shalf \u8868\u793a\u6700\u6709\u5e0c\u671b\u7684\u601d\u8def\u662f\u628a\u8fd9\u4e24\u4e2a\u65b9\u5411\u7ed3\u5408\uff1a\u8bbe\u8ba1\u65b0\u7684\u8ba1\u7b97\u6a21\u578b\u6765\u8d85\u8d8a\u73b0\u6709\u6a21\u578b\u3002<\/section>\n<\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2396 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/6.jpg\" alt=\"\" width=\"1080\" height=\"608\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/6.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/6-300x169.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/6-1024x576.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/6-768x432.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\n<section>\u4ed4\u7ec6\u8003\u91cf\u8fd9\u6761\u7279\u6b8a\u8def\u5f84\u5c31\u4f1a\u53d1\u73b0\uff0c\u5b83\u57fa\u672c\u4e0a\u662f\u628a\u65b0\u7684\u67b6\u6784\u3001\u65b0\u7684\u5c01\u88c5\u7cfb\u7edf\u5730\u7ed3\u5408\u8d77\u6765\u5e76\u7ed3\u5408\u65b0\u7684\u5b58\u50a8\u548c\u7406\u8bba\uff0c\u5176\u4e2d\u6700\u6709\u5e0c\u671b\u7684\u65b9\u6cd5\u4e4b\u4e00\u662f\u795e\u7ecf\u62df\u6001\u3002<\/section>\n<section>\u4ec0\u4e48\u662f\u795e\u7ecf\u62df\u6001\uff1f\u8fd9\u662f\u6211\u672c\u6b21\u62a5\u544a\u7684\u6838\u5fc3\u5185\u5bb9\uff0c\u540c\u65f6\u4e5f\u662f\u6211\u4eec\u5728\u82cf\u9ece\u4e16\u5927\u5b66\u548c\u82cf\u9ece\u4e16\u5927\u5b66\u7684\u65b0\u521b\u516c\u53f8 SynSense \u65f6\u8bc6\u79d1\u6280\u4e13\u6ce8\u7684\u9886\u57df\u3002\u8fd9\u7c7b\u65b9\u6cd5\u91c7\u7528\u65b0\u6750\u6599\u3001\u65b0\u5668\u4ef6\u3001\u65b0\u67b6\u6784\u548c\u65b0\u7406\u8bba\uff0c\u5e76\u8bd5\u56fe\u771f\u6b63\u8d85\u8d8a\u5f53\u524d\u89e3\u51b3\u65b9\u6848\u3002\u795e\u7ecf\u62df\u6001\u8fd9\u4e2a\u8bcd\u5b9e\u9645\u4e0a\u662f\u7531 Carver Mead \u5728 80 \u5e74\u4ee3\u672b\u63d0\u51fa\u7684\uff0c\u73b0\u5728\u53c8\u591a\u4e86\u4e00\u4e9b\u65b0\u7684\u542b\u4e49\u3002<\/section>\n<section>\u81f3\u5c11\u6709\u4e09\u5927\u7fa4\u4f53\u5728\u4f7f\u7528\u795e\u7ecf\u62df\u6001\u8fd9\u4e2a\u8bcd\u3002<\/section>\n<\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2398 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/7.jpg\" alt=\"\" width=\"1080\" height=\"605\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/7.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/7-300x168.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/7-1024x574.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/7-768x430.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\n<section>\u6700\u65e9\u53ef\u4ee5\u8ffd\u6eaf\u5230 Carver Mead \u57fa\u4e8e CMOS \u5de5\u827a\u8bbe\u8ba1\u7535\u5b50\u7535\u8def\u6765\u6a21\u62df\u5927\u8111\u7684\u7814\u7a76\uff0c\u4ed6\u8bd5\u56fe\u63a2\u7a76\u5982\u4f55\u901a\u8fc7\u5efa\u7acb\u7b49\u4ef7\u7684\u7535\u8def\u6765\u7406\u89e3\u5927\u8111\u7684\u5de5\u4f5c\u539f\u7406\uff0c\u53ef\u4ee5\u8bf4\u662f\u771f\u6b63\u8bd5\u56fe\u91cd\u73b0\u5927\u8111\u7684\u7269\u7406\u673a\u5236\u3002\u56e0\u6b64\u4e00\u7c7b\u7814\u7a76\u7fa4\u4f53\u901a\u5e38\u91c7\u7528\u4e9a\u9608\u503c\u6a21\u62df\u7535\u8def\u6765\u5b9e\u73b0\u7528\u4e8e\u8ba1\u7b97\u7684\u795e\u7ecf\u5143\u52a8\u6001\uff0c\u91c7\u7528\u5f02\u6b65\u6570\u5b57\u903b\u8f91\u6765\u5b9e\u73b0\u8de8\u82af\u7247\u3001\u8de8\u6838\u7684\u8109\u51b2\u4f20\u8f93\u53ca\u901a\u4fe1\uff0c\u8fd9\u662f\u771f\u6b63\u7684\u57fa\u7840\u7814\u7a76\u3002<\/section>\n<section>\u53e6\u4e00\u4e2a\u6b63\u5728\u4f7f\u7528\u795e\u7ecf\u62df\u6001\u8fd9\u4e2a\u8bcd\u7684\u7fa4\u4f53\u65e8\u5728\u8bbe\u8ba1\u5b9e\u73b0\u82af\u7247\u548c\u5668\u4ef6\u6765\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u3002\u56e0\u6b64\u8be5\u7fa4\u4f53\u6b63\u5728\u6784\u5efa\u80fd\u591f\u5b9e\u73b0\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u7684\u52a0\u901f\u5668\u6216\u6a21\u62df\u5668\u7684\u82af\u7247\u3002\u8bf7\u6ce8\u610f\u4e0d\u662f\u4eff\u771f\u5668\uff0c\u800c\u662f\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u6a21\u62df\uff0c\u5e76\u4e14\u901a\u5e38\u4f7f\u7528\u6570\u5b57\u7535\u8def\u3002\u4f8b\u5982 IBM \u7684 TrueNorth \u82af\u7247\u3001\u82f1\u7279\u5c14\u7684 Loihi \u82af\u7247\u3001\u6b27\u6d32\u7684\u4eba\u8111\u8ba1\u5212\u9879\u76ee\uff08Human Brain Project\uff0cHBP\uff09\u90fd\u5728\u5c1d\u8bd5\u4f7f\u7528\u6a21\u62df\u7535\u8def\u3001ARM \u534f\u5904\u7406\u5668\u3001ARM \u5904\u7406\u5668\u6765\u5b9e\u73b0\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u3002\u8fd9\u662f\u4e00\u4e2a\u4fdd\u5b88\u7684\u65b9\u6cd5\uff0c\u5b83\u786e\u5b9e\u53ef\u4ee5\u5b9e\u73b0\u5927\u89c4\u6a21\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u4f46\u5b9e\u9645\u4e0a\u76ee\u524d\u5b83\u66f4\u50cf\u662f\u4e00\u79cd\u63a2\u7d22\u6027\u7684\u65b9\u6cd5\u3002\u4eba\u4eec\u5728\u63a2\u7d22\u8fd9\u79cd\u4f7f\u7528\u6570\u5b57\u7535\u8def\u6765\u6a21\u62df\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5\u53ef\u4ee5\u7528\u6765\u505a\u4ec0\u4e48\u3002<\/section>\n<section>\u6700\u540e\uff0c\u8fd8\u6709\u4e00\u4e2a\u4f7f\u7528\u795e\u7ecf\u62df\u6001\u8fd9\u4e2a\u8bcd\u7684\u662f\u5f00\u53d1\u65b0\u578b\u5b58\u50a8\u6280\u672f\u7684\u7fa4\u4f53\uff0c\u81f4\u529b\u4e8e\u7814\u7a76\u80fd\u591f\u5b9e\u73b0\u957f\u671f\u975e\u6613\u5931\u6027\u5b58\u50a8\u7684\u7eb3\u7c73\u7ea7\u5668\u4ef6\u6216\u5fc6\u963b\u5668\u3002\u56e0\u6b64\u8fd9\u4e2a\u7fa4\u4f53\u4f7f\u7528\u795e\u7ecf\u62df\u6001\u8fd9\u4e2a\u672f\u8bed\u662f\u56e0\u4e3a\u8fd9\u4e9b\u8bbe\u5907\u5b9e\u9645\u4e0a\u53ef\u4ee5\u5b58\u50a8\u4e00\u4e2a\u53d8\u5316\u7684\u7535\u5bfc\uff0c\u8fd9\u4e0e\u771f\u6b63\u7684\u7a81\u89e6\u7684\u5de5\u4f5c\u65b9\u5f0f\u975e\u5e38\u76f8\u4f3c\uff0c\u751f\u7269\u7a81\u89e6\u5b9e\u9645\u4e0a\u901a\u8fc7\u6539\u53d8\u5176\u7535\u5bfc\u7387\u6765\u6539\u53d8\u7a81\u89e6\u6743\u91cd\u3002\u800c\u4f7f\u7528\u795e\u7ecf\u62df\u6001\u7684\u76f8\u5173\u601d\u8def\u80fd\u591f\u5b9e\u73b0\u5b58\u5185\uff08in-memory\uff09\u8ba1\u7b97\u67b6\u6784\uff0c\u8fd9\u4e5f\u975e\u5e38\u7c7b\u4f3c\u4e8e\u771f\u6b63\u751f\u7269\u795e\u7ecf\u7f51\u7edc\u7684\u5de5\u4f5c\u65b9\u5f0f\uff0c\u800c\u4e14\u5b83\u786e\u5b9e\u53ef\u4ee5\u521b\u9020\u51fa\u9ad8\u5bc6\u5ea6\u7684\u9635\u5217\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5b9e\u9645\u4e0a\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u6a21\u62df\u7535\u8def\u7684\u65b9\u6cd5\u6765\u6a21\u62df\u6570\u5b57\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u3002<\/section>\n<section>\u6211\u4eec\u5e0c\u671b\u901a\u8fc7\u4f7f\u7528\u5b58\u5185\u8ba1\u7b97\u6280\u672f\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u9886\u57df\uff0c\u6211\u5728\u6b64\u79f0\u5176\u4e3a\u7c7b\u8111\u667a\u80fd\uff0c\u5c06\u6709\u53ef\u80fd\u5b9e\u73b0\u6709\u6548\u7684\u3001\u7c7b\u4f3c\u4e8e\u751f\u7269\u5927\u8111\u7684\u8bbe\u5907\u3002\u60f3\u8981\u771f\u6b63\u7406\u89e3\u7c7b\u8111\u8bbe\u5907\uff0c\u9996\u5148\u6211\u4eec\u8981\u7406\u89e3\u751f\u7269\u5927\u8111\u7684\u673a\u5236\u3002\u4ece\u7406\u89e3 Carver Mead \u7684\u65b9\u6cd5\u5f00\u59cb\uff0c\u901a\u8fc7\u7814\u7a76\u751f\u7269\u5b66\u6765\u5b9e\u73b0\u57fa\u7840\u7814\u7a76\uff0c\u5e76\u5c1d\u8bd5\u4ece\u6240\u6709\u7814\u7a76\u6210\u679c\u4e2d\u83b7\u53d6\u6700\u4f73\u7684\u8bbe\u5907\u3001\u8ba1\u7b97\u539f\u7406\u7b49\u3002\u8be5\u8fc7\u7a0b\u4f1a\u4f7f\u7528\u6a21\u62df\u3001\u673a\u5668\u5b66\u4e60\u3001\u795e\u7ecf\u79d1\u5b66\u4ee5\u53ca\u5927\u8111\u7814\u7a76\u7684\u4e00\u4e9b\u65b9\u6cd5\u3002<\/section>\n<p>\u00a0\u5728\u6b64\u6211\u60f3\u5f3a\u8c03\u4e00\u4e0b\u4eff\u751f\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u548c\u771f\u6b63\u5b58\u5728\u4e8e\u5927\u8111\u4e2d\u7684\u751f\u7269\u795e\u7ecf\u7f51\u7edc\u4e8c\u8005\u7684\u533a\u522b\u3002\u5728\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4e2d\u53ef\u80fd\u4f1a\u6709\u4e00\u4e2a\u8f93\u5165\u7684\u52a0\u6743\u548c\uff0c\u6240\u6709\u8f93\u5165\u90fd\u8fdb\u5165\u4e00\u4e2a\u5355\u70b9\u795e\u7ecf\u5143\uff0c\u7136\u540e\u8be5\u795e\u7ecf\u5143\u57fa\u672c\u4e0a\u662f\u5bf9\u8fd9\u4e9b\u8f93\u5165\u6c42\u548c\u6216\u79ef\u5206\uff0c\u7136\u540e\u4e58\u4e0a\u6743\u91cd\uff0c\u56e0\u6b64\u8fd9\u79cd\u7f51\u7edc\u6709\u4e00\u4e2a\u7279\u70b9\u662f\u5305\u542b\u5927\u89c4\u6a21\u7684\u6743\u91cd\u4e58\u6cd5\u6216\u77e9\u9635\u4e58\u6cd5\u64cd\u4f5c\u3002\u5e76\u4e14\u5b58\u5728\u4e00\u79cd\u975e\u7ebf\u6027\uff0c\u5982\u679c\u662f\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u5219\u662f\u8109\u51b2\u975e\u7ebf\u6027\uff0c\u5982\u679c\u662f\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u5219\u662f\u9608\u503c\u975e\u7ebf\u6027\u3002\u5728\u751f\u7269\u5b66\u4e2d\uff0c\u795e\u7ecf\u5143\u4e5f\u4f1a\u6574\u5408\u5176\u6240\u6709\u5177\u6709\u4e0d\u540c\u6743\u91cd\u7684\u7a81\u89e6\u8f93\u5165\uff0c\u56e0\u6b64\u4eff\u751f\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u4f1a\u6709\u7c7b\u4f3c\u7684\u52a0\u6743\u8f93\u5165\uff0c\u4f46\u8fd9\u662f\u901a\u8fc7\u5668\u4ef6\u7684\u7269\u7406\u7279\u6027\u5b9e\u73b0\u7684\uff0c\u56e0\u6b64\u7269\u7406\u5b66\u5728\u8ba1\u7b97\u65b9\u9762\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<\/section>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2400 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/8.jpg\" alt=\"\" width=\"1080\" height=\"605\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/8.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/8-300x168.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/8-1024x574.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/8-768x430.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<section><\/section>\n<section>\u5b9e\u9645\u4e0a\u7a81\u89e6\u4e0d\u662f\u5728\u505a\u4e58\u6cd5\uff0c\u800c\u662f\u505a\u4e00\u4e9b\u65f6\u95f4\u7b97\u5b50\u79ef\u5206\uff0c\u5229\u7528\u975e\u7ebf\u6027\uff0c\u5e76\u9664\u4ee5\u4e00\u4e9b\u4e1c\u897f\uff0c\u8fd9\u6bd4\u5355\u7eaf\u7684\u8f93\u5165\u52a0\u6743\u548c\u8981\u590d\u6742\u5f97\u591a\u3002\u6b64\u5916\uff0c\u795e\u7ecf\u5143\u6709\u4e00\u4e2a\u8f74\u7a81\uff0c\u5b83\u901a\u8fc7\u8f74\u7a81\u5b9e\u73b0\u8f93\u51fa\uff0c\u57fa\u672c\u4e0a\u662f\u4f7f\u7528\u643a\u5e26\u65f6\u95f4\u4fe1\u606f\u7684\u8109\u51b2\uff0c\u56e0\u4e3a\u8f74\u7a81\u8d8a\u957f\uff0c\u8109\u51b2\u901a\u8fc7\u8f74\u7a81\u4f20\u5230\u76ee\u7684\u5730\u6240\u9700\u7684\u65f6\u95f4\u5c31\u8d8a\u957f\u3002\u6b64\u5916\uff0c\u8f74\u7a81\u7684\u539a\u5ea6\u548c\u9ad3\u9798\u7684\u6570\u91cf\u4e5f\u4f1a\u5f71\u54cd\u4f20\u8f93\u7684\u901f\u5ea6\u3002\u56e0\u6b64\u65f6\u95f4\u8fd9\u4e2a\u7ef4\u5ea6\u4e5f\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002<\/section>\n<section><\/section>\n<section><\/section>\n<section>\u7efc\u4e0a\u6240\u8ff0\uff0c\u4e8c\u8005\u6700\u5927\u7684\u533a\u522b\u662f\uff1a\u5728\u8ba1\u7b97\u673a\u548c GPU \u4e0a\u6a21\u62df\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u53ea\u662f\u4e00\u79cd\u6a21\u62df\u4e86\u771f\u5b9e\u795e\u7ecf\u5143\u57fa\u672c\u5c5e\u6027\u7684\u7b97\u6cd5\uff1b\u800c\u751f\u7269\u795e\u7ecf\u7f51\u7edc\u5219\u662f\u4f7f\u7528\u8ba1\u7b97\u5143\u4ef6\u7684\u65f6\u95f4\u52a8\u6001\u548c\u7269\u7406\u5c5e\u6027\u6765\u8fd0\u884c\u7b97\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u9645\u4e0a\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d\uff0c\u67b6\u6784\u7684\u7ed3\u6784\u5c31\u662f\u7b97\u6cd5\uff0c\u786c\u4ef6\u548c\u8f6f\u4ef6\u4e4b\u95f4\u4e5f\u6ca1\u6709\u672c\u8d28\u533a\u522b\uff0c\u4e00\u5207\u90fd\u662f\u4e00\u4e2a\u6574\u4f53\u3002\u7406\u89e3\u4f7f\u7528 CMOS\u3001Memristors \u6216 DNA \u8ba1\u7b97\u7b49\u65b9\u6cd5\u6784\u5efa\u786c\u4ef6\u6216\u8f6f\u4ef6\u7684\u67b6\u6784\u7684\u539f\u7406\u5c06\u6709\u671b\u5b9e\u73b0\u6bd4\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u66f4\u9ad8\u6548\u3001\u66f4\u5f3a\u5927\u7684\u8ba1\u7b97\u7cfb\u7edf\u3002<\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\u4f46\u771f\u6b63\u5b58\u5728\u5dee\u5f02\u7684\u662f\uff0c\u4e00\u65b9\u9762\u7b97\u6cd5\u5b9e\u9645\u4e0a\u662f\u5e26\u6709\u4e00\u4e9b\u975e\u7ebf\u6027\u7684\u7b80\u5316\u7684\u77e9\u9635\u4e58\u6cd5\u64cd\u4f5c\uff0c\u8fd9\u4e9b\u64cd\u4f5c\u80fd\u591f\u5f97\u5230\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u7ed3\u679c\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u67b6\u6784\u672c\u8eab\u662f\u4e00\u79cd\u7b97\u6cd5\uff0c\u8ba1\u7b97\u7684\u7269\u7406\u5c5e\u6027\u662f\u5176\u4e2d\u7684\u5173\u952e\u56e0\u7d20\u3002\u901a\u8fc7\u7cfb\u7edf\u7684\u52a8\u6001\u6765\u8fd0\u884c\u7b97\u6cd5\u5c06\u771f\u6b63\u5b9e\u73b0\u4f4e\u529f\u8017\u7684\u3001\u9ad8\u6548\u7684\u3001\u975e\u7ebf\u6027\u7684\u7279\u6027\u3002\u5982\u679c\u6211\u4eec\u7814\u7a76\u4e00\u4e0b\u52a8\u7269\u7684\u5927\u8111\uff0c\u5305\u62ec\u4eba\u7c7b\u7684\u5927\u8111\u751a\u81f3\u662f\u6606\u866b\u7684\u5927\u8111\uff0c\u5c31\u4f1a\u53d1\u73b0\u90fd\u662f\u5982\u6b64\u3002<\/section>\n<section><\/section>\n<section><\/section>\n<section>\u5982\u679c\u6211\u4eec\u60f3\u77e5\u9053\u5982\u4f55\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u5c31\u9700\u8981\u5728\u8ba1\u7b97\u65b9\u9762\u8fdb\u884c\u5f7b\u5e95\u7684\u8303\u5f0f\u8f6c\u53d8\u3002\u6807\u51c6\u8ba1\u7b97\u67b6\u6784\u57fa\u672c\u4e0a\u90fd\u662f\u57fa\u4e8e\u51af \u00b7 \u8bfa\u4f0a\u66fc\u7cfb\u7edf\uff0c\u5176\u4e2d CPU \u548c\u5185\u5b58\u662f\u5206\u79bb\u7684\u3002\u5c31\u50cf\u6211\u521a\u624d\u8bf4\u7684\uff0cCPU \u4e0e\u5185\u5b58\u4e8c\u8005\u6765\u56de\u4f20\u8f93\u6570\u636e\u5b9e\u9645\u4e0a\u6d88\u8017\u4e86\u51e0\u4e4e\u6240\u6709\u7684\u80fd\u91cf\u3002\u800c\u5728 CPU \u5185\u90e8\u8fdb\u884c\u8ba1\u7b97\u5219\u4f1a\u66f4\u52a0\u9ad8\u6548\uff0c\u5e76\u4e14\u6bd4\u5728\u5927\u8111\u5185\u90e8\u4f20\u8f93\u6570\u636e\u6210\u672c\u8981\u4f4e\u3002\u5b9e\u9645\u4e0a\u5728\u795e\u7ecf\u5143\u5185\u90e8\uff0c\u7a81\u89e6\u5b58\u50a8\u4e86\u6743\u91cd\u7684\u503c\uff0c\u4e5f\u5c31\u662f\u8bf4\u5185\u5b58\u548c\u8ba1\u7b97\u662f\u5206\u5e03\u5728\u4e00\u8d77\u7684\uff0c\u4e0d\u5b58\u5728\u6570\u636e\u7684\u6765\u56de\u4f20\u8f93\u3002\u6574\u4e2a\u5de5\u4f5c\u673a\u5236\u90fd\u662f\u5728\u7a81\u89e6\u548c\u795e\u7ecf\u5143\u4e2d\u5b8c\u6210\u7684\uff0c\u5e76\u4e14\u5b58\u5728\u8bb8\u591a\u5e76\u884c\u5206\u5e03\u7684\u7a81\u89e6\u548c\u795e\u7ecf\u5143\uff0c\u56e0\u6b64\u5185\u5b58\u548c\u8ba1\u7b97\u662f\u4ea4\u7ec7\u5728\u4e00\u4e2a\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u8fd9\u786e\u5b9e\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u533a\u522b\u3002<\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2402 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/9.jpg\" alt=\"\" width=\"1080\" height=\"607\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/9.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/9-300x169.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/9-1024x576.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/9-768x432.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\n<section>\n<section>\u56e0\u6b64\u5982\u679c\u60f3\u505a\u5230\u771f\u6b63\u7684\u9ad8\u6548\u8282\u80fd\uff0c\u6211\u4eec\u5fc5\u987b\u4e86\u89e3\u4e00\u4e0b\u5927\u8111\u7684\u5de5\u4f5c\u539f\u7406\uff0c\u4f7f\u7528\u8fd9\u4e9b\u53d7\u751f\u7269\u5927\u8111\u542f\u53d1\u7684\u7b56\u7565\u3002\u5176\u4e2d\u91cd\u70b9\u662f\u57fa\u672c\u8981\u4f7f\u7528\u5904\u7406\u5143\u4ef6\u7684\u5e76\u884c\u9635\u5217\uff0c\u4e14\u5b58\u7b97\u4e00\u4f53\uff0c\u8fd9\u4e0e\u65f6\u949f\u590d\u7528\u7535\u8def\u6709\u672c\u8d28\u533a\u522b\u3002<\/section>\n<section>\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u7528 64 \u4e2a CPU \u6765\u6a21\u62df\u6570\u4ee5\u5343\u8ba1\u7684\u795e\u7ecf\u5143\uff0c\u6211\u4eec\u8981\u5229\u7528\u65f6\u949f\u591a\u8def\u590d\u7528\u7535\u8def\u5728\u8fd9 64 \u4e2a CPU \u4e2d\u5bf9\u5fae\u5206\u65b9\u7a0b\u8fdb\u884c\u79ef\u5206\u3002\u5982\u679c\u9075\u5faa\u7c7b\u4f3c\u5927\u8111\u7684\u7b56\u7565\uff0c\u90a3\u4e48\u8981\u6a21\u62df 1000 \u4e2a\u795e\u7ecf\u5143\u5c31\u5fc5\u987b\u8981\u6709 1000 \u4e2a\u5e76\u884c\u5206\u5e03\u7684\u7535\u8def\u5206\u5e03\u5728\u82af\u7247\u7248\u56fe\u4e2d\uff0c\u7136\u540e\u57fa\u4e8e\u6a21\u62df\u7535\u8def\u3001\u6570\u5b57\u7535\u8def\u7684\u7269\u7406\u5c5e\u6027\u6765\u8fd0\u884c\u8fd9\u4e9b\u7535\u8def\u3002\u8fd9\u4e9b\u7535\u8def\u5fc5\u987b\u662f\u5e76\u884c\u5206\u5e03\u7684\uff0c\u4ee5\u8fdb\u884c\u5e76\u884c\u8fd0\u7b97\u3002\u5e76\u4e14\u5b58\u7b97\u5206\u5e03\u5728\u4e00\u4f53\uff0c\u8fd9\u786e\u5b9e\u662f\u964d\u4f4e\u529f\u8017\u7684\u8bc0\u7a8d\u3002<\/section>\n<section>\u5982\u679c\u6211\u4eec\u5229\u7528\u6a21\u62df\u7535\u8def\uff0c\u5219\u53ef\u4ee5\u4f7f\u7528\u7535\u8def\u7684\u7269\u7406\u5b66\u7279\u6027\u6765\u8fdb\u884c\u8ba1\u7b97\uff0c\u800c\u4e0d\u662f\u4f7f\u7528\u62bd\u8c61\u5316\u7684\u5fae\u5206\u65b9\u7a0b\u53ca\u5176\u6570\u503c\u79ef\u5206\uff0c\u6211\u4eec\u662f\u771f\u6b63\u5728\u4f7f\u7528\u5668\u4ef6\u7684\u7269\u7406\u539f\u7406\u6765\u8fdb\u884c\u8ba1\u7b97\u3002\u5728\u529f\u7387\u3001\u5ef6\u8fdf\u65f6\u95f4\u7b49\u65b9\u9762\uff0c\u8fd9\u79cd\u65b9\u6cd5\u7684\u6548\u7387\u8981\u9ad8\u5f97\u591a\u3002\u6b64\u5916\uff0c\u65f6\u95f4\u57df\u771f\u7684\u5f88\u91cd\u8981\uff0c\u7cfb\u7edf\u7684\u65f6\u95f4\u52a8\u6001\u5fc5\u987b\u5f88\u597d\u5730\u5339\u914d\u5230\u6211\u4eec\u60f3\u8981\u5904\u7406\u7684\u4fe1\u53f7\u3002<\/section>\n<section>\u56e0\u6b64\uff0c\u5982\u679c\u6211\u4eec\u60f3\u62e5\u6709\u529f\u8017\u6781\u4f4e\u7684\u7cfb\u7edf\uff0c\u4f8b\u5982\u6211\u4eec\u60f3\u8981\u5904\u7406\u8bed\u97f3\uff0c\u5c31\u5fc5\u987b\u5728\u7cfb\u7edf\u4e2d\u52a0\u5165\u4e00\u4e9b\u7c7b\u4f3c\u4e8e\u5927\u8111\u4e2d\u8ba1\u7b97\u57fa\u8d28\u7684\u5143\u7d20\uff0c\u4f8b\u5982\u8c03\u6574\u8ba1\u7b97\u673a\u7684\u65f6\u95f4\u5e38\u6570\u3002\u4ee5\u8bed\u97f3\u4e3a\u4f8b\uff0c\u97f3\u7d20\u7684\u65f6\u95f4\u5e38\u6570\u4e3a 50 \u6beb\u79d2\u5de6\u53f3\uff0c\u56e0\u6b64\u6211\u4eec\u5fc5\u987b\u653e\u6162\u82af\u7247\u7684\u5904\u7406\u901f\u5ea6\uff0c\u4ee5\u4fbf\u8ba9\u52a8\u6001\u548c\u65f6\u95f4\u5e38\u6570\u4e0e 50 \u6beb\u79d2\u4e00\u81f4\u3002<\/section>\n<section>\u6240\u4ee5\u5728\u6b64\uff0c\u82af\u7247\u5c06\u4ee5\u8d6b\u5179\u6216\u6570\u767e\u8d6b\u5179\u7684\u901f\u5ea6\u8fd0\u884c\u3002\u800c\u7edd\u5bf9\u4e0d\u662f\u50cf CPU \u6216 GPU \u90a3\u6837\u7684\u767e\u4e07\u8d6b\u5179\u6216\u5343\u5146\u8d6b\u5179\u3002\u5373\u4fbf\u91c7\u7528\u901f\u5ea6\u7f13\u6162\u7684\u5e76\u884c\u9635\u5217\uff0c\u4e5f\u4f9d\u7136\u53ef\u4ee5\u5f97\u5230\u975e\u5e38\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6\u3002\u5373\u4f7f\u5176\u4e2d\u7528\u5230\u7684\u5143\u4ef6\u6709\u4e9b\u7f13\u6162\uff0c\u4f46\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u6211\u4eec\u4e0d\u80fd\u5b9e\u73b0\u4e00\u4e2a\u975e\u5e38\u5feb\u7684\u53cd\u5e94\u7cfb\u7edf\uff0c\u56e0\u4e3a\u5143\u4ef6\u662f\u5e76\u884c\u5de5\u4f5c\u7684\u3002<\/section>\n<section>\u56e0\u6b64\u5728\u67d0\u4e00\u65f6\u523b\uff0c\u53ea\u8981\u6709\u8f93\u5165\u51fa\u73b0\uff0c\u603b\u662f\u4f1a\u6709\u4e00\u4e24\u4e2a\u5143\u4ef6\u4f1a\u7acb\u5373\u88ab\u6fc0\u53d1\u3002\u867d\u7136\u6211\u4eec\u7684\u52a8\u6001\u7279\u6027\u5c5e\u4e8e\u6beb\u79d2\u7ea7\uff0c\u4f46\u662f\u4e5f\u53ef\u4ee5\u6709\u5fae\u79d2\u3001\u7eb3\u79d2\u7ea7\u7684\u54cd\u5e94\u65f6\u95f4\u3002\u5982\u679c\u6211\u4eec\u60f3\u8981\u7406\u89e3\u5982\u4f55\u8fdb\u884c\u8fd9\u79cd\u8303\u5f0f\u8f6c\u53d8\u7684\u8bdd\uff0c\u8fd9\u4e5f\u662f\u53e6\u4e00\u4e2a\u9700\u8981\u7262\u8bb0\u7684\u5173\u952e\u70b9\u3002<\/section>\n<section>\u5728\u82cf\u9ece\u4e16\u5927\u5b66\u3001\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u5b66\u9662\uff08ETH\uff09\u4ee5\u53ca\u82cf\u9ece\u4e16\u795e\u7ecf\u4fe1\u606f\u7814\u7a76\u6240 INI\uff0c\u6211\u4eec\u6784\u5efa\u8fd9\u7c7b\u7cfb\u7edf\u5df2\u7ecf\u6709\u5f88\u591a\u5f88\u591a\u5e74\u4e86\uff0c\u5e76\u4e14\u76f4\u5230\u73b0\u5728\u4e5f\u4ecd\u7136\u5728\u642d\u5efa\u8fd9\u7c7b\u7cfb\u7edf\u3002\u6211\u4eec\u65b0\u6210\u7acb\u7684\u521d\u521b\u4f01\u4e1a SynSense \u65f6\u8bc6\u79d1\u6280\u5df2\u7ecf\u5b9e\u73b0\u5e76\u843d\u5730\u4e86\u8fd9\u7c7b\u7cfb\u7edf\u3002<\/section>\n<section>\u7b80\u5355\u6765\u8bf4\uff0c\u6211\u4eec\u901a\u8fc7\u6a21\u62df\u7535\u8def\u642d\u5efa\u4e86\u4e00\u4e2a\u795e\u7ecf\u7cfb\u7edf\u3002\u6b63\u5982\u6211\u6240\u8bf4\uff0c\u8fd9\u4e9b\u7535\u8def\u8fd0\u884c\u5f88\u6162\uff0c\u4e0d\u4ec5\u5448\u73b0\u7f13\u6162\u7684\u65f6\u95f4\u6027\u975e\u7ebf\u6027\u52a8\u6001\u7279\u6027\uff0c\u800c\u4e14\u5177\u6709\u5927\u89c4\u6a21\u5e76\u884c\u6027\u3002\u6211\u4eec\u505a\u4e86\u5927\u89c4\u6a21\u7684\u5e76\u884c\u64cd\u4f5c\uff0c\u6240\u6709\u7684\u7535\u8def\u4e5f\u90fd\u662f\u5e76\u884c\u5de5\u4f5c\u7684\u3002\u4e8b\u5b9e\u4e0a\uff0c\u8fd9\u4e9b\u7279\u6027\u6e90\u81ea\u6a21\u62df\u7535\u8def\u672c\u8eab\uff0c\u4e5f\u5c31\u662f\u5668\u4ef6\u5931\u914d\uff08device mismatch\uff09\u3002\u867d\u7136\u6240\u6709\u7535\u8def\u90fd\u662f\u540c\u8d28\u5316\uff0c\u4f46\u4e5f\u4e0d\u662f\u5b8c\u5168\u76f8\u540c\u3002\u5b9e\u9645\u4e0a\uff0c\u8fd9\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u79cd\u4f18\u52bf\u6765\u6267\u884c\u7a33\u5b9a\u7684\u8ba1\u7b97\uff0c\u8fd9\u6b63\u597d\u4e0e\u5668\u4ef6\u7684\u7279\u6027\u662f\u76f8\u53cd\u7684\u3002\u6211\u8ba4\u4e3a\uff0c\u5668\u4ef6\u95f4\u62e5\u6709\u5dee\u5f02\u6027\u53cd\u800c\u662f\u6709\u597d\u5904\u7684\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u505a\u5fc6\u963b\u5668\u7684\u4eba\u800c\u8a00\u3002<\/section>\n<\/section>\n<\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2404 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/10.jpg\" alt=\"\" width=\"1080\" height=\"606\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/10.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/10-300x168.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/10-1024x575.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/10-768x431.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\n<section>\u5b83\u7684\u53e6\u5916\u4e00\u4e2a\u7279\u70b9\u662f\u81ea\u9002\u5e94\u6027\u3002\u6240\u6709\u5668\u4ef6\u90fd\u6709\u8d1f\u53cd\u9988\u56de\u8def\uff08negative feedback loop\uff09\uff0c\u5b83\u4eec\u5177\u6709\u5b66\u4e60\u9002\u5e94\u6027\u548c\u53ef\u5851\u6027\u3002\u56e0\u6b64\uff0c\u8fd9\u79cd\u5b66\u4e60\u80fd\u529b\u53ef\u4ee5\u901a\u8fc7\u566a\u58f0\u548c\u5143\u4ef6\u95f4\u7684\u5dee\u5f02\u6027\u6765\u52a0\u5f3a\u8ba1\u7b97\u7684\u9c81\u68d2\u6027\u3002\u901a\u8fc7\u8bbe\u8ba1\u5f88\u591a\u8fd9\u79cd\u5e76\u884c\u5de5\u4f5c\u7684\u6a21\u5757\uff0c\u7cfb\u7edf\u5177\u6709\u4e86\u5bb9\u9519\u6027\uff0c\u5373\u4f7f\u5176\u4e2d\u4e00\u4e9b\u6a21\u5757\u505c\u6b62\u5de5\u4f5c\u4e5f\u4e0d\u4f1a\u51fa\u73b0\u95ee\u9898\u3002\u6211\u4eec\u4e0d\u5fc5\u50cf\u4f7f\u7528\u6807\u51c6\u5904\u7406\u5668\u90a3\u6837\u90e8\u5206\u7ec4\u4ef6\u51fa\u73b0\u6545\u969c\u5c31\u5168\u90e8\u6254\u6389\u3002\u5982\u679c\u4e00\u4e2a\u6676\u4f53\u7ba1\u574f\u4e86\uff0c\u6027\u80fd\u4f1a\u53ef\u80fd\u7a0d\u6709\u4e0b\u964d\uff0c\u4f46\u81f3\u5c11\u7cfb\u7edf\u4ecd\u53ef\u4ee5\u5bb9\u9519\u8fd0\u884c\u3002<\/section>\n<section>\u6b64\u5916\uff0c\u7531\u4e8e\u6211\u4eec\u540c\u65f6\u7ed3\u5408\u4e86\u4e24\u5927\u9886\u57df\u7684\u4f18\u70b9\uff0c\u5373\u5229\u7528\u6a21\u62df\u7535\u8def\u7684\u52a8\u6001\u7279\u6027\u548c\u6570\u5b57\u7535\u8def\u7684\u901a\u4fe1\u80fd\u529b\uff0c\u56e0\u6b64\u53ef\u4ee5\u5bf9\u8def\u7531\u8868\u8fdb\u884c\u7f16\u7a0b\u5e76\u914d\u7f6e\u8fd9\u4e9b\u7f51\u7edc\u3002\u6211\u4eec\u5728\u7f16\u7a0b\u8fd9\u4e9b\u52a8\u6001\u7cfb\u7edf\u65f6\u5177\u5907\u4e86\u7075\u6d3b\u6027\uff0c\u5c31\u50cf\u4f60\u5728\u8ba1\u7b97\u673a CPU \u4e0a\u7f16\u7a0b\u795e\u7ecf\u7f51\u7edc\u4e00\u6837\u3002\u5f53\u7136\uff0c\u8fd9\u91cc\u66f4\u590d\u6742\u3002<\/section>\n<section>\u6211\u4eec\u4ecd\u7136\u9700\u8981\u5f00\u53d1\u6240\u6709\u7684\u5de5\u5177\uff0cSynSense \u65f6\u8bc6\u79d1\u6280\u4e0e\u4e16\u754c\u5404\u5730\u7684\u5176\u4ed6\u540c\u4e8b\u6b63\u4e89\u5206\u593a\u79d2\u5730\u5f00\u53d1\u7528\u4e8e\u7f16\u7a0b\u8fd9\u4e9b\u52a8\u6001\u7cfb\u7edf\u7684\u5de5\u5177\u94fe\u3002\u867d\u7136\u73b0\u5728\u8fd8\u6ca1\u6709\u53d1\u5c55\u5230\u5982 Java \u3001C \u6216 Python \u8bed\u8a00\u90a3\u6837\u5b8c\u5584\uff0c\u4f46\u6211\u4eec\u6b63\u5728\u8fdb\u884c\u7684\u5de5\u4f5c\u975e\u5e38\u6709\u524d\u666f\u3002\u800c\u73b0\u5728\u95ee\u9898\u6765\u4e86\uff0c\u6211\u4eec\u4e3a\u4ec0\u4e48\u8981\u8fd9\u6837\u505a\u5462\uff1f\u5982\u679c\u6a21\u62df\u7535\u8def\u662f\u5145\u6ee1\u566a\u58f0\u3001\u70e6\u4eba\u4e14\u540c\u8d28\u5316\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u8981\u52aa\u529b\u642d\u5efa\u8fd9\u4e9b\u6a21\u62df\u7535\u8def\u5462\uff1f<\/section>\n<section>\u90a3\u4e48\u6211\u5c06\u8bd5\u7740\u89e3\u91ca\u642d\u5efa\u6a21\u62df\u7535\u8def\u7684\u4f18\u70b9\u3002\u5982\u679c\u4e00\u4e2a\u5927\u578b\u7f51\u7edc\u4e2d\u7684\u8bb8\u591a\u5143\u4ef6\u662f\u5e76\u884c\u5de5\u4f5c\u7684\uff0c\u6bd4\u5982\u4e00\u4e9b\u5fc6\u963b\u5668\u8bbe\u5907\u662f\u4ea4\u53c9\u6392\u5217\u7684\uff0c\u5e76\u4e14\u4f60\u60f3\u901a\u8fc7\u5b83\u4eec\u6765\u53d1\u9001\u6570\u636e\u3002\u4ece\u7269\u7406\u4e0a\u6765\u8bb2\uff0c\u8fd9\u4e9b\u5fc6\u963b\u5668\u62e5\u6709\u6a21\u62df\u53d8\u91cf\uff08analog variable\uff09\u3002\u5982\u679c\u4f60\u53ea\u662f\u5728\u4e00\u79cd\u5f02\u6b65\u6a21\u5f0f\u4e0b\u53d1\u9001\u8fd9\u4e9b\u53d8\u91cf\uff0c\u5219\u4e0d\u9700\u8981\u4f7f\u7528\u65f6\u949f\u3002\u56e0\u6b64\uff0c\u4f60\u53ef\u4ee5\u907f\u514d\u4f7f\u7528\u6570\u5b57\u65f6\u949f\u7535\u8def\uff0c\u5c31\u9762\u79ef\u9700\u6c42\u800c\u8a00\uff0c\u8fd9\u4e9b\u7535\u8def\u5728\u5927\u578b\u590d\u6742\u7684\u82af\u7247\u4e2d\u5b9e\u9645\u4e0a\u6781\u5176\u6602\u8d35\u5e76\u4e14\u975e\u5e38\u8017\u7535\u3002<\/section>\n<section>\u56e0\u6b64\uff0c\u907f\u514d\u4f7f\u7528\u65f6\u949f\u975e\u5e38\u6709\u7528\u3002\u5982\u679c\u6211\u4eec\u4e0d\u4f7f\u7528\u6570\u5b57\u7535\u8def\uff0c\u5e76\u4e14\u4ece\u8f93\u5165\u5230\u8f93\u51fa\u4e00\u76f4\u4fdd\u6301\u6a21\u62df\u65b9\u5f0f\uff0c\u5219\u751a\u81f3\u4e0d\u9700\u8981\u8fdb\u884c\u6570\u5b57\u4fe1\u53f7\u5230\u6a21\u62df\u4fe1\u53f7\u7684\u8f6c\u6362\u3002\u6211\u4eec\u4e0d\u9700\u8981\u6570\u6a21\u8f6c\u6362\u6765\u8fd0\u884c\u8fd9\u4e9b\u5fc6\u963b\u5668\u7684\u7269\u7406\u7279\u6027\u3002\u6b64\u5916\uff0c\u6211\u4eec\u4e5f\u4e0d\u9700\u8981\u4ece\u6a21\u62df\u7535\u8def\u8f6c\u56de\u6570\u5b57\u7535\u8def\u3002\u540c\u65f6\u5c31\u5c3a\u5bf8\u548c\u529f\u7387\u4e24\u65b9\u9762\u6765\u8bb2\uff0c\u8fd9\u4e9b\u6a21\u62df\u6570\u5b57\u8f6c\u6362\u5668\uff08ADC\uff09\u548c\u6570\u5b57\u6a21\u62df\u8f6c\u5316\u5668\uff08DAC\uff09\u5b9e\u9645\u4e0a\u662f\u975e\u5e38\u6602\u8d35\u7684\u3002\u56e0\u6b64\uff0c\u5982\u679c\u6211\u4eec\u4e0d\u4f7f\u7528\uff0c\u5219\u53ef\u4ee5\u51cf\u5c0f\u5c3a\u5bf8\u548c\u964d\u4f4e\u529f\u8017\u3002<\/section>\n<section>\u5982\u679c\u6211\u4eec\u4f7f\u7528\u6676\u4f53\u7ba1\u6765\u505a\u6307\u6570\u8fd0\u7b97\uff0c\u5219\u4e0d\u9700\u8981\u975e\u5e38\u590d\u6742\u7684\u6570\u5b57\u7535\u8def\u5c31\u53ef\u4ee5\u505a\u5230\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5355\u4e00\u7684\u8bbe\u5907\uff0c\u5229\u7528\u8be5\u8bbe\u5907\u7684\u7269\u7406\u7279\u6027\u8fdb\u884c\u590d\u6742\u7684\u975e\u7ebf\u6027\u64cd\u4f5c\uff0c\u8fd9\u6837\u53ef\u4ee5\u7f29\u5c0f\u5c3a\u5bf8\u548c\u964d\u4f4e\u529f\u8017\u3002\u6700\u540e\uff0c\u5982\u679c\u6211\u4eec\u4f7f\u7528\u6a21\u62df\u53d8\u91cf\uff0c\u6bd4\u5982\u53ef\u53d8\u7535\u538b\u9ad8\u5ea6\u3001\u53ef\u53d8\u7535\u538b\u3001\u8109\u51b2\u5bbd\u5ea6\u548c\u5176\u5b83\u7c7b\u578b\u7684\u53ef\u53d8\u7535\u6d41\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u5fc6\u963b\u5668\u6765\u63a7\u5236\u8bbe\u5907\u7684\u5c5e\u6027\u3002<\/section>\n<section><\/section>\n<\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2406 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/11.jpg\" alt=\"\" width=\"1080\" height=\"608\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/11.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/11-300x169.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/11-1024x576.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/11-768x432.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\n<section>\u6839\u636e\u9a71\u52a8\u5b83\u4eec\u7684\u5f3a\u5ea6\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u5b83\u4eec\u53d8\u5f97\u6613\u5931\u6216\u4e0d\u6613\u5931\u3002\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u5b83\u4eec\u7684\u5185\u5728\u975e\u7ebf\u6027\uff0c\u751a\u81f3\u6709\u53ef\u80fd\u5b9e\u73b0\u8f6c\u6362\u3002\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u5b83\u4eec\u5185\u5728\u7684\u968f\u673a\u6027\u6765\u505a\u968f\u673a\u68af\u5ea6\u4e0b\u964d\u3001\u6982\u7387\u56fe\u5f62\u7f51\u7edc\u6216\u8005\u6982\u7387\u8ba1\u7b97\u3002\u6211\u4eec\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5b83\u4eec\u7684\u6807\u51c6\u64cd\u4f5c\u65b9\u5f0f\u6216\u8005\u975e\u6613\u5931\u6027\u64cd\u4f5c\u65b9\u5f0f\u4e2d\uff0c\u5c06\u5b83\u4eec\u4f5c\u4e3a\u957f\u671f\u8bb0\u5fc6\u5b58\u50a8\u5355\u5143\u4f7f\u7528\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4e0d\u9700\u8981\u5728\u5916\u56f4\u5b58\u50a8\u6a21\u5757\u4e2d\u6765\u56de\u4f20\u9012\u6570\u636e\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u5fc6\u963b\u5668\u8bbe\u5907\u4e2d\u5b58\u50a8\u7a81\u89e6\u7684\u72b6\u6001\u503c\u3002\u5982\u679c\u6211\u4eec\u5728 CMOS \u4e2d\u4f7f\u7528\u6a21\u62df\u7535\u8def\u5b9e\u73b0\u795e\u7ecf\u5143\u548c\u7a81\u89e6\uff0c\u5219\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u672a\u6765\u7684\u65b0\u5174\u5b58\u50a8\u6280\u672f\u6765\u964d\u4f4e\u529f\u8017\u3002<\/section>\n<section>\u800c\u5728\u6700\u8fd1\u7684\u4e00\u6b21 ISCAS \u4f1a\u8bae\u4e2d\uff0c\u6211\u4eec\u5c55\u793a\u4e86 PCM \u8ddf\u8e2a\u7b97\u6cd5\u6216 PCM \u8ddf\u8e2a\u5b9e\u9a8c\uff0c\u5176\u4e2d\u5229\u7528\u4e86 PCM \u5668\u4ef6\u7684\u6f02\u79fb\u3002\u56fe\u4e2d\u53f3\u4e0a\u6765\u81ea IBM\uff0c\u5c55\u793a\u4e86\u5668\u4ef6\u8be6\u7ec6\u7684\u8f68\u8ff9\u5206\u5e03\uff0c\u5bf9\u4e8e\u5f3a\u5316\u5b66\u4e60\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u7528\u7684\u7279\u6027\u3002\u56e0\u6b64\uff0c\u5982\u679c\u6211\u4eec\u5bf9\u6784\u5efa\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u611f\u5174\u8da3\uff0c\u4f8b\u5982\u5bf9\u4e8e\u6709\u884c\u4e3a\u80fd\u529b\u7684\u673a\u5668\u4eba\u6765\u8bf4\uff0c\u5b83\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u82af\u7247\u5b9e\u73b0\u7684\u5927\u8111\u8fd0\u884c\uff0c\u6211\u4eec\u5b9e\u9645\u4e0a\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b PCM \u5668\u4ef6\u7684\u7279\u6027\uff0c\u8fd9\u5c31\u662f\u901a\u5e38\u6240\u8bf4\u7684\u975e\u7406\u60f3\u6027\u3002<\/section>\n<section>\u6a21\u62df\u7535\u8def\u662f\u6709\u566a\u58f0\u7684\u2014\u2014\u6211\u544a\u8bc9\u8fc7\u4f60\u2014\u2014\u5b83\u4eec\u5728\u540c\u8d28\u5316\u4e2d\u662f\u53ef\u53d8\u7684\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u62ff\u4e00\u4e2a\u6211\u4eec\u7684\u82af\u7247\uff0c\u4f60\u7528\u76f8\u540c\u7684\u7535\u6d41\u523a\u6fc0\u6240\u6709\u7684\u795e\u7ecf\u5143\u5230 256 \u4e2a\u4e0d\u540c\u7684\u795e\u7ecf\u5143\uff0c\u4f60\u5c31\u53ef\u4ee5\u770b\u5230\u795e\u7ecf\u5143\u9700\u8981\u591a\u957f\u65f6\u95f4\u6765\u53d1\u5c04\u8109\u51b2\u3002\u4e0d\u4ec5\u8fd9\u4e9b\u795e\u7ecf\u5143\u5f88\u6162\uff0c\u800c\u4e14\u5b83\u4eec\u7684\u65f6\u95f4\u4e5f\u662f\u53ef\u53d8\u7684\u3002\u53d1\u653e\u8109\u51b2\u7684\u65f6\u95f4\u53ef\u4ee5\u6839\u636e\u4f60\u5728\u4f7f\u7528\u54ea\u79cd\u7535\u8def\u800c\u53d1\u751f\u5f88\u5927\u7684\u53d8\u5316\uff0c\u800c\u4e14\u901a\u5e38\u8fd8\u6709\u8fd9\u79cd\u566a\u58f0\u5176\u65b9\u5dee\u6bd4\u5747\u503c\u901a\u5e38\u9ad8\u51fa 20% \u5de6\u53f3\uff0c\u6240\u4ee5\u5dee\u5f02\u7cfb\u6570\u7ea6\u4e3a 20%\u3002<\/section>\n<section>\u6240\u4ee5\u8fd9\u91cc\u6709\u4e00\u4e2a\u95ee\u9898\uff1a\u5982\u4f55\u501f\u52a9\u6709\u566a\u58f0\u7684\u8ba1\u7b97\u73af\u5883\u6765\u8fdb\u884c\u5177\u6709\u9c81\u68d2\u6027\u7684\u8ba1\u7b97\uff1f\u7b54\u6848\u663e\u800c\u6613\u89c1\uff1a\u5f53\u6709\u566a\u58f0\u7684\u65f6\u5019\u4eba\u4eec\u901a\u5e38\u4f1a\u8ba1\u7b97\u5747\u503c\uff0c\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u7a7a\u95f4\u4e0a\u548c\u65f6\u95f4\u4e0a\u8ba1\u7b97\u5747\u503c\u3002\u5982\u679c\u6211\u4eec\u4f7f\u7528\u591a\u4e2a\u795e\u7ecf\u5143\u800c\u975e\u5355\u4e00\u795e\u7ecf\u5143\uff0c\u53ef\u4ee5\u53ea\u53d6 2-3-4-6-8 \u4e2a\u795e\u7ecf\u5143\uff0c\u89c2\u5bdf\u5b83\u4eec\u53d1\u5c04\u8109\u51b2\u7684\u5e73\u5747\u65f6\u95f4\u3002\u5982\u679c\u5b83\u4eec\u662f\u5468\u671f\u6027\u5730\u53d1\u5c04\u8109\u51b2\uff0c\u6211\u4eec\u53ef\u4ee5\u89c2\u5bdf\u8109\u51b2\u53d1\u653e\u7387\uff08firing rate\uff09\u3002\u7136\u540e\u5982\u679c\u6211\u4eec\u8981\u5728\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u4e0a\u8fdb\u884c\u79ef\u5206\uff0c\u53ef\u4ee5\u5728\u65f6\u95f4\u4e0a\u8ba1\u7b97\u5747\u503c\u3002<\/section>\n<section>\u56e0\u6b64\uff0c\u5982\u679c\u6211\u4eec\u786e\u5b9e\u9700\u8981\u975e\u5e38\u7cbe\u786e\u7684\u8ba1\u7b97\uff0c\u624d\u80fd\u5229\u7528\u8fd9\u4e24\u79cd\u7b56\u7565\u51cf\u5c11\u5668\u4ef6\u5931\u914d\u7684\u5f71\u54cd\u3002\u6211\u4eec\u6700\u8fd1\u6b63\u5728\u505a\u4e00\u4e2a\u76f8\u5173\u7684\u5b9e\u9a8c\uff0c\u5176\u4e2d\u628a 2 \u4e2a\u30014 \u4e2a\u30018 \u4e2a\u6216 16 \u4e2a\u795e\u7ecf\u5143\u653e\u5728\u4e00\u8d77\u3002\u8fd9\u4e9b\u795e\u7ecf\u5143\u7c07\u7684\u5927\u5c0f\uff0c\u57fa\u672c\u4e0a\u662f\u7528\u6765\u8ba1\u7b97\u7a7a\u95f4\u4e0a\u795e\u7ecf\u5143\u6570\u76ee\u7684\u5e73\u5747\u503c\u3002\u7136\u540e\u6211\u4eec\u8ba1\u7b97\u4e86 2 \u6beb\u79d2\u5185\u7684\u53d1\u653e\u7387\uff0c\u63a5\u7740\u662f 5 \u6beb\u79d2\u300150 \u6beb\u79d2\u3001100 \u6beb\u79d2\u2026 \u4ee5\u6b64\u7c7b\u63a8\u3002\u7136\u540e\u6211\u4eec\u6240\u505a\u7684\u662f\u8ba1\u7b97\u53d8\u5f02\u7cfb\u6570\uff0c\u57fa\u672c\u4e0a\u5c31\u662f\u5668\u4ef6\u7684\u5931\u914d\u6709\u591a\u5927\u3002<\/section>\n<section>\u53d8\u5f02\u7cfb\u6570\u8d8a\u5927\uff0c\u566a\u58f0\u5c31\u8d8a\u5927\uff1b\u53d8\u5f02\u7cfb\u6570\u8d8a\u5c0f\uff0c\u566a\u58f0\u5c31\u8d8a\u5c0f\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u53d8\u5f02\u7cfb\u6570\uff0c\u4f8b\u5982 12\uff0c\u5b9e\u9645\u4e0a\u5e94\u8be5\u662f 18\u3002\u901a\u8fc7\u5728\u8f83\u957f\u65f6\u95f4\u4e0a\u8fdb\u884c\u79ef\u5206\u6216\u5728\u5927\u91cf\u795e\u7ecf\u5143\u4e0a\u8fdb\u884c\u79ef\u5206\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u5176\u4e00\u76f4\u51cf\u5c0f\u5230 0.9\u3002\u5e76\u4e14\u5229\u7528\u53d8\u5f02\u7cfb\u6570\u53ef\u4ee5\u8ba1\u7b97\u51fa\u76f8\u5e94\u7684\u6bd4\u7279\u6570\uff0c\u5982\u679c\u6211\u4eec\u4f7f\u7528\u7684\u662f\u6570\u5b57\u7535\u8def\uff0c\u90a3\u5c31\u662f\u5bf9\u5e94\u591a\u5c11\u4e2a bit\u3002<\/section>\n<\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2408 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/12.jpg\" alt=\"\" width=\"1080\" height=\"607\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/12.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/12-300x169.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/12-1024x576.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/12-768x432.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section>\n<section><\/section>\n<section><\/section>\n<section>\u8fd9\u4e00\u70b9\u4f53\u73b0\u5728\u8fd9\u5f20\u8272\u9636\u56fe\uff08\u4e0a\u56fe\u53f3\uff09\u4e0a\u3002\u505a\u4e00\u4e0b\u6bd4\u7279\u7684\u8f6c\u6362\u53ef\u4ee5\u53d1\u73b0\uff0c\u6211\u4eec\u4ece\u76f8\u5f53\u4e8e\u4ece 4 \u6bd4\u7279\u63d0\u5347\u5230\u4e86\u7b49\u4ef7\u7684 14 \u6bd4\u7279\u3002\u8fd9\u662f\u901a\u8fc7\u5bf9\u5927\u91cf\u795e\u7ecf\u5143\u548c\u8f83\u957f\u65f6\u95f4\u8fdb\u884c\u79ef\u5206\u5f97\u5230\u7684\u3002\u4f8b\u5982\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528 16 \u4e2a\u795e\u7ecf\u5143\uff0c\u5b9e\u73b0 8 \u6bd4\u7279\u7cbe\u5ea6\uff0c\u65f6\u95f4\u8d85\u8fc7 50 \u6beb\u79d2\u3002\u8fd9\u4e9b\u5177\u4f53\u6570\u5b57\u5728\u5b9e\u9645\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u662f\u53ef\u4ee5\u8c03\u6574\u7684\u3002<\/section>\n<section>\u5982\u679c\u6211\u4eec\u60f3\u6709\u4e00\u4e2a\u975e\u5e38\u5feb\u7684\u53cd\u5e94\u65f6\u95f4\u548c\u5bf9\u7ed3\u679c\u7684\u57fa\u672c\u5224\u65ad\uff0c\u6211\u4eec\u53ef\u4ee5\u53ea\u7528\u4e24\u4e2a\u795e\u7ecf\u5143\uff0c\u5e76\u4e14\u53ea\u5728\u4e24\u6beb\u79d2\u4e0a\u8fdb\u884c\u79ef\u5206\u3002\u5982\u679c\u60f3\u8ba9\u8ba1\u7b97\u7ed3\u679c\u7684\u7f6e\u4fe1\u5ea6\u66f4\u9ad8\uff0c\u6211\u4eec\u53ea\u9700\u8981\u7b49\u4e00\u76f4\u7b49\u5f85\uff0c\u76f4\u5230\u8fbe\u5230 14 \u6bd4\u7279\u7cbe\u5ea6\u3002<\/section>\n<section>\u6240\u4ee5\u8fd9\u91cc\u6709\u4e00\u4e2a\u95ee\u9898\uff0c\u5373\u4fbf\u662f\u4eba\u5de5\u667a\u80fd\u52a0\u901f\u5668\uff0c\u6570\u5b57\u6280\u672f\u4e5f\u6709\u5b9a\u70b9\u6570\uff0c\u9700\u8981\u505a\u51fa\u9009\u62e9\u662f\u4f7f\u7528 32 \u6bd4\u7279\u5b9a\u70b9\u300116 \u6bd4\u7279\u30018 \u6bd4\u7279\u8fd8\u662f 4 \u6bd4\u7279\u5b9a\u70b9\u3002\u901a\u5e38\u60c5\u51b5\u4e0b\u4f1a\u4f7f\u7528 8 \u4f4d\u7684\u7cbe\u5ea6\uff0c\u4f8b\u5982\u82f1\u7279\u5c14\u7b49\u516c\u53f8\u6b63\u5728\u5f00\u53d1\u7684 ANN \u52a0\u901f\u5668\u4e2d\u5c31\u662f\u5982\u6b64\u3002\u4f46\u5f53\u6211\u4eec\u505a\u7535\u5b50\u7535\u8def\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u5728\u8fd0\u884c\u65f6\u4f7f\u7528\u66f4\u591a\u7684\u795e\u7ecf\u5143\u6216\u7b49\u5f85\u66f4\u957f\u7684\u65f6\u95f4\u6765\u6539\u53d8\u8fd9\u4e00\u70b9\u3002<\/section>\n<section>\u4f46\u8fd9\u91cc\u5b58\u5728\u4e00\u4e9b\u8bef\u89e3\uff0c\u5305\u62ec\uff1a\u5bf9\u4e8e\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u6765\u8bf4\uff0c\u5982\u679c\u4f60\u5fc5\u987b\u7d2f\u79ef\u8db3\u591f\u591a\u6765\u8fdb\u884c\u79ef\u5206\uff0c\u90a3\u901f\u5ea6\u5c31\u4f1a\u5f88\u6162\uff0c\u5982\u679c\u9700\u8981\u5728\u65f6\u95f4\u4e0a\u8ba1\u7b97\u5747\u503c\uff0c\u4e5f\u9700\u8981\u591a\u82b1\u8d39\u4e00\u4e9b\u65f6\u95f4\u3002\u6240\u6709\u8fd9\u4e9b\u5b9e\u9645\u4e0a\u90fd\u662f\u8bef\u89e3\uff0c\u901a\u8fc7\u7814\u7a76\u795e\u7ecf\u79d1\u5b66\u5c31\u53ef\u4ee5\u88ab\u89e3\u91ca\u6e05\u695a\u3002\u795e\u7ecf\u79d1\u5b66\u4e00\u76f4\u5728\u7814\u7a76\u5927\u8111\u5982\u4f55\u5de5\u4f5c\uff0c\u5927\u8111\u7684\u901f\u5ea6\u662f\u6781\u5feb\u7684\uff0c\u4e14\u529f\u8017\u6781\u4f4e\u3002\u4eba\u7c7b\u5728\u505a\u51fa\u51b3\u7b56\u65f6\u4e0d\u9700\u8981\u7b49\u5f85\u5f88\u957f\u65f6\u95f4\u3002\u5df2\u6709\u5b9e\u9a8c\u8bc1\u660e\u7528\u795e\u7ecf\u5143\u7c07\u8fdb\u884c\u5e73\u5747\u5316\uff0c\u53cd\u5e94\u65f6\u95f4\u53ef\u4ee5\u6bd4\u5355\u4e2a\u795e\u7ecf\u5143\u5feb 50 \u500d\uff0c\u56e0\u6b64\u4f7f\u7528\u795e\u7ecf\u5143\u7c07\u53ef\u4ee5\u771f\u6b63\u52a0\u5feb\u8ba1\u7b97\u901f\u5ea6\u3002<\/section>\n<\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2410 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/13.jpg\" alt=\"\" width=\"1080\" height=\"607\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/13.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/13-300x169.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/13-1024x576.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/13-768x432.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section>\n<section><\/section>\n<section><\/section>\n<section>\u5982\u679c\u6211\u4eec\u4f7f\u7528\u795e\u7ecf\u5143\u7c07\uff0c\u5219\u4e0d\u9700\u8981\u6bcf\u4e2a\u795e\u7ecf\u5143\u90fd\u6709\u975e\u5e38\u9ad8\u7684\u51c6\u786e\u5ea6\u3002\u5b83\u4eec\u53ef\u80fd\u6709\u566a\u58f0\uff0c\u4e5f\u53ef\u80fd\u7cbe\u5ea6\u6781\u4f4e\u3002\u4f46\u662f\uff0c\u901a\u8fc7\u4f7f\u7528\u7c07\u548c\u7a00\u758f\u7f16\u7801\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u6570\u636e\u5206\u6790\u4e0a\u5f97\u5230\u975e\u5e38\u7cbe\u786e\u7684\u8868\u793a\u3002<\/section>\n<section>\u8be5\u9886\u57df\u51fa\u73b0\u4e86\u5f88\u591a\u5de5\u4f5c\uff0c\u4f8b\u5982 Sofia Deneve \u4e00\u76f4\u5728\u5c55\u793a\u5982\u4f55\u901a\u8fc7\u8bad\u7ec3\u795e\u7ecf\u5143\u7c07\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u4e0a\u8ff0\u76ee\u6807\u3002\u6b64\u5916\uff0c\u5728\u6280\u672f\u4e0a\u4f17\u6240\u5468\u77e5\u7684\u4e00\u70b9\u662f\uff0c\u5982\u679c\u5177\u6709\u53ef\u53d8\u6027\uff0c\u795e\u7ecf\u5143\u7c07\u5b9e\u9645\u4e0a\u6709\u52a9\u4e8e\u4fe1\u606f\u7684\u8de8\u5c42\u4f20\u9012\u3002\u5982\u56fe\u6240\u793a\uff0c\u5927\u5bb6\u770b\u5230\u7684\u662f\u6211\u4eec\u7684\u4e00\u4e2a\u82af\u7247\u7684\u53c2\u6570\u6570\u636e\uff0c\u6bcf\u4e2a\u6838\u5fc3\u4f7f\u7528 16 \u4e2a\u795e\u7ecf\u5143\uff0c\u7136\u540e\u57fa\u672c\u4e0a\u63d0\u4f9b\u4e00\u4e9b\u9884\u671f\u7684\u76ee\u6807\u4f5c\u4e3a\u8f93\u5165\u3002<\/section>\n<section>\u6211\u4eec\u4f7f\u7528 PID \u63a7\u5236\u5668\u9a71\u52a8\u7535\u673a\uff0c\u5e76\u4f7f\u8bef\u5dee\u6700\u5c0f\u5316\u3002\u8fd9\u6837\u505a\u53ea\u662f\u60f3\u544a\u8bc9\u4f60\uff0c\u901a\u8fc7\u4f7f\u7528\u4e0a\u6587\u4ecb\u7ecd\u7684\u8fd9\u4e9b\u82af\u7247\uff0c\u6211\u4eec\u5b9e\u9645\u4e0a\u53ef\u4ee5\u5728\u673a\u5668\u4eba\u5e73\u53f0\u4e0a\u5b9e\u73b0\u975e\u5e38\u5feb\u7684\u54cd\u5e94\u65f6\u95f4\u3002\u5b9e\u9645\u4e0a\uff0c\u6211\u4eec\u591a\u5e74\u6765\u8bbe\u8ba1\u5b9e\u73b0\u4e86\u5f88\u591a\u7c7b\u8111\u82af\u7247\u3002SynSense \u65f6\u8bc6\u79d1\u6280\u7684\u540c\u4e8b\u4eec\u4e5f\u5728\u8bbe\u8ba1\u548c\u5236\u9020\u7c7b\u8111\u82af\u7247\u3002<\/section>\n<section>\u4e0b\u56fe\u662f\u6211\u4eec\u5728\u5927\u5b66\u91cc\u6784\u5efa\u4f5c\u4e3a\u5b66\u672f\u539f\u578b\uff08academic prototype\uff09\u7684\u52a8\u6001\u795e\u7ecf\u62df\u6001\u5f02\u6b65\u5904\u7406\u5668\uff0c\u8be5\u5904\u7406\u5668\u4f7f\u7528\u6bd4\u8f83\u8001\u65e7\u7684 180nm \u5de5\u827a\u5236\u7a0b\uff0c\u62e5\u6709 1000 \u4e2a\u795e\u7ecf\u5143\u3001\u56db\u4e2a\u6838\u5fc3\uff08\u6bcf\u4e2a\u6838\u5fc3 256 \u4e2a\u795e\u7ecf\u5143\uff09\u3002\u53ea\u5229\u7528\u51e0\u767e\u4e2a\u795e\u7ecf\u5143\uff0c\u6211\u4eec\u5b9e\u9645\u4e0a\u4e5f\u53ef\u4ee5\u5b9e\u73b0\u975e\u5e38\u6709\u8da3\u7684\u8fb9\u7f18\u8ba1\u7b97\u5e94\u7528\u3002<\/section>\n<section>\u5f53\u7136\uff0c\u8fd9\u4e2a\u60f3\u6cd5\u65e8\u5728\u540c\u65f6\u4f7f\u7528\u4e16\u754c\u4e0a\u6700\u597d\u7684\u4e24\u79cd\u6280\u672f\u6765\u770b\u770b\u6211\u4eec\u53ef\u4ee5\u5728\u54ea\u91cc\u505a\u6a21\u62df\u7535\u8def\uff0c\u4ee5\u771f\u6b63\u5730\u5b9e\u73b0\u4f4e\u529f\u7387\u7684\u6570\u5b57\u7535\u8def\u3001\u9a8c\u8bc1\u539f\u7406\u4ee5\u53ca\u5feb\u901f\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u3002\u7136\u540e\u901a\u8fc7\u7ed3\u5408\u6a21\u62df\u548c\u6570\u5b57\u7535\u8def\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u5b9e\u73b0\u4e8c\u8005\u7684\u6700\u4f18\u7ed3\u679c\u3002<\/section>\n<\/section>\n<section><\/section>\n<section><\/section>\n<section><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-2412 size-full\" src=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/14.jpg\" alt=\"\" width=\"1080\" height=\"609\" srcset=\"https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/14.jpg 1080w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/14-300x169.jpg 300w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/14-1024x577.jpg 1024w, https:\/\/www.synsense.ai\/wp-content\/uploads\/2022\/04\/14-768x433.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u6211\u60f3\u5411\u5927\u5bb6\u5c55\u793a\u4e00\u4e9b\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u7684\u5e94\u7528\u5b9e\u4f8b\u3002\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u7ea2\u8272\u6807\u6ce8\u7684\u4e24\u7bc7\u8bba\u6587\u662f\u5df2\u7ecf\u7531 SynSense 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100vw, 640px\" \/><\/section>\n<section><\/section>\n<section><\/section>\n<section><\/section>\n<section>\u65f6\u95f4\u6709\u9650\uff0c\u6211\u4eec\u76f4\u63a5\u6765\u770b\u6700\u540e\u4e00\u5f20 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