{"id":2645,"date":"2021-05-08T09:00:11","date_gmt":"2021-05-08T09:00:11","guid":{"rendered":"http:\/\/www.synsense-neuromorphic.com\/?p=2645"},"modified":"2022-04-15T21:16:48","modified_gmt":"2022-04-15T21:16:48","slug":"%e6%b5%b7%e5%bd%92%e6%95%99%e6%8e%88%e5%88%9b%e5%8a%9e%e7%b1%bb%e8%84%91%e8%8a%af%e7%89%87%e5%85%ac%e5%8f%b8%ef%bc%8c%e5%8d%b3%e5%b0%86%e5%85%a8%e7%90%83%e9%a6%96%e5%8f%91%e9%87%8f%e4%ba%a7%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/www.synsense.ai\/zh-hans\/%e6%b5%b7%e5%bd%92%e6%95%99%e6%8e%88%e5%88%9b%e5%8a%9e%e7%b1%bb%e8%84%91%e8%8a%af%e7%89%87%e5%85%ac%e5%8f%b8%ef%bc%8c%e5%8d%b3%e5%b0%86%e5%85%a8%e7%90%83%e9%a6%96%e5%8f%91%e9%87%8f%e4%ba%a7%ef%bc%8c\/","title":{"rendered":"\u6d77\u5f52\u6559\u6388\u521b\u529e\u7c7b\u8111\u82af\u7247\u516c\u53f8\uff0c\u5373\u5c06\u5168\u7403\u9996\u53d1\u91cf\u4ea7\uff0c\u529f\u8017\u53ef\u964d\u4f4e100-1000\u500d | \u4e13\u8bbf"},"content":{"rendered":"

\"\"<\/p>\n

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\u4e00\u76f4\u4ee5\u6765\uff0cAI \u82af\u7247\u5728\u6027\u80fd\u3001\u529f\u8017\u3001\u5ef6\u65f6\u65b9\u9762\u7684\u8868\u73b0\uff0c\u4e3b\u8981\u4f9d\u8d56\u82af\u7247\u7b97\u6cd5\u3001\u67b6\u6784\u548c\u5de5\u827a\u5236\u7a0b\u521b\u65b0\u3002\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u8ba1\u7b97\u82af\u7247\uff0c\u5df2\u4ece\u4f20\u7edf\u7684 GPU \u548c CPU\uff0c\u53d1\u5c55\u5230\u4e13\u7528\u7684\u82af\u7247 TPU \/NPU \u7b49\uff0c\u4f46\u8fd9\u4e9b\u82af\u7247\u4ecd\u7136\u5728\u91c7\u7528\u51af\u8bfa\u4f0a\u66fc\u67b6\u6784\u3002<\/p>\n

\u5728\u51af\u8bfa\u4f0a\u66fc\u67b6\u6784\u4e2d\uff0c\u5927\u91cf\u6570\u636e\u642c\u8fd0\u4f1a\u5e26\u6765\u529f\u8017\u3001\u6548\u7387\u7b49\u5185\u5b58\u5899\u95ee\u9898\u53ca\u7075\u6d3b\u6027\u95ee\u9898\uff0c\u4e3a\u514b\u670d\u8be5\u95ee\u9898\uff0c\u8fd1\u5e74\u6765\u51fa\u73b0\u4e86\u5b58\u5185\u8ba1\u7b97\u3001\u53ef\u91cd\u6784\u82af\u7247\u67b6\u6784\u3001\u5f02\u6784\u7b49\u82af\u7247\u67b6\u6784\uff0c\u529b\u56fe\u5728 Memory \u7aef\u6253\u7834\u5b58\u50a8\u5899\u9650\u5236\uff0c\u8ba9\u80fd\u6548\u6709 1-2 \u4e2a\u6570\u91cf\u7ea7\u7684\u63d0\u5347\u3002<\/p>\n

12 \u6708 4 \u65e5\uff0c\u5728 SynSense \u65f6\u8bc6\u79d1\u6280\u4e3b\u529e\u7684 2020 \u5e74\u7c7b\u8111\u6280\u672f\u5f00\u653e\u65e5\u4f1a\u4e0a\uff0cDeepTech \u501f\u673a\u91c7\u8bbf\u5230\u4e86 SynSense \u521b\u59cb\u4eba\u4e54\u5b81\u3002\u636e\u6089\u4ed6\u4ece\u4e2d\u79d1\u9662\u535a\u58eb\u6bd5\u4e1a\u540e\uff0c\u4e8e 2012 \u5e74\u524d\u5f80\u82cf\u9ece\u4e16\u5927\u5b66\u505a\u535a\u58eb\u540e\u7814\u7a76\uff0c\u4e4b\u540e\u8f6c\u505a\u52a9\u7406\u6559\u6388\uff0c\u4e00\u76f4\u4e13\u6ce8\u4e8e\u8d85\u4f4e\u529f\u8017\u4e9a\u9608\u578b\u6a21\u62df\u7535\u8def\u52a0\u5f02\u6b65\u7535\u8def\u7684\u7c7b\u8111\u76f8\u5173\u7814\u7a76\u3002<\/p>\n

\u56e0\u6b64\uff0cSynSense \u65f6\u8bc6\u79d1\u6280\u7684\u6838\u5fc3\u6280\u672f\u4e5f\u8d77\u6e90\u4e8e\u82cf\u9ece\u4e16\u5927\u5b66\u4e0e\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u5b66\u9662\uff0c\u6d89\u53ca\u5148\u8fdb\u7684\u6570\u6a21\u6df7\u5408\u795e\u7ecf\u5f62\u6001\u5904\u7406\u5668\u4e0e\u795e\u7ecf\u5f62\u6001\u7b97\u6cd5\u7814\u53d1\u6210\u679c\uff0c\u521b\u59cb\u6210\u5458\u5728 Nature\/Science \u7b49\u9876\u520a\u53ca\u7c7b\u8111\u9876\u7ea7\u56fd\u9645\u4f1a\u8bae\u671f\u520a\u5df2\u53d1\u8868\u8fc7 700 + \u7bc7\u8bba\u6587 \u3001\u5f15\u7528\u91cf\u8fd1 16000 \u6b21\u3002<\/p>\n<\/div>\n

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\u4e2d\u5916\u79d1\u5b66\u5bb6\u643a\u624b\u521b\u4e1a<\/strong><\/div>\n
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\u8c08\u53ca\u521b\u4e1a\u521d\u8877\uff0c\u4e54\u5b81\u8868\u793a\uff1a\u201c\u7c7b\u8111\u82af\u7247\uff0c\u5b9e\u73b0\u4e86\u7b97\u6cd5\u5c42\u9762\u5305\u62ec\u82af\u7247\u67b6\u6784\u5c42\u9762\u7684\u5168\u65b0\u53d8\u9769\u3002\u9996\u5148\uff0c\u7c7b\u8111\u8ba1\u7b97\u57fa\u4e8e\u5168\u65b0\u7684\u7b97\u6cd5\uff1b\u5176\u6b21\uff0c\u5168\u5e76\u884c\u7684\u8fd0\u7b97\u67b6\u6784\u6253\u7834\u4e86\u51af\u8bfa\u4f0a\u66fc\u67b6\u6784\u7684\u675f\u7f1a\uff1b\u53e6\u5916\uff0c\u4e8b\u4ef6\u9a71\u52a8\u7684\u8fd0\u7b97\u673a\u5236\u5bfc\u81f4\u6574\u4e2a\u7c7b\u8111\u7cfb\u7edf\u5728\u6027\u80fd\u4e0a\u6709\u8d28\u7684\u63d0\u5347\u3002\u6240\u4ee5\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u4f9d\u8d56\u4e8e\u8ba1\u7b97\u673a\u7406\u8bba\u4f53\u7cfb\uff0c\u66f4\u878d\u5408\u4e86\u751f\u7269\u5b66\u7406\u8bba\u4f53\u7cfb\uff0c\u901a\u8fc7\u6a21\u4eff\u795e\u7ecf\u5143\u7a81\u89e6\u3001\u795e\u7ecf\u8109\u51b2\u7b49\u751f\u7269\u884c\u4e3a\u7684\u5de5\u4f5c\u673a\u5236\uff0c\u5b9e\u73b0\u82af\u7247\u5728\u7b97\u6cd5\u53ca\u67b6\u6784\u7684\u98a0\u8986\u6027\u521b\u65b0\uff0c\u4ece\u800c\u5e26\u6765\u6027\u80fd\u3001\u529f\u8017\u3001\u5ef6\u65f6\u7b49\u65b9\u9762\u6709\u6781\u5927\u63d0\u5347\u3002\u201d<\/p>\n

2017 \u5e74\uff0c\u4e54\u5b81\u548c Giacomo Indiveri \u5171\u540c\u521b\u7acb\u8be5\u516c\u53f8\uff0c\u540e\u8005\u62c5\u4efb\u8054\u5408\u521b\u59cb\u4eba\u517c\u9996\u5e2d\u79d1\u5b66\u5bb6\uff0c\u5176\u8fd8\u662f\u82cf\u9ece\u4e16\u5927\u5b66\u4e0e\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u5b66\u9662\u7ec8\u8eab\u6559\u6388\u3001\u82cf\u9ece\u4e16\u795e\u7ecf\u4fe1\u606f\u7814\u7a76\u6240 INI \u6240\u957f\u3002\u4e24\u8005\u7684\u643a\u624b\u521b\u4e1a\uff0c\u90fd\u662f\u51fa\u4e8e\u5bf9\u7c7b\u8111\u82af\u7247\u6280\u672f\u53d1\u5c55\u7684\u770b\u597d\u3002\u76ee\u6807\u662f\u4e3a\u4e00\u7cfb\u5217 AI \u8fb9\u7f18\u8fd0\u7b97\u5e94\u7528\u573a\u666f\u63d0\u4f9b\u5f00\u521b\u6027\u7684\u4e9a\u6beb\u74e6\u7ea7\u8d85\u4f4e\u529f\u8017\u3001\u8d85\u4f4e\u5ef6\u65f6\u7684\u82af\u7247\u8bbe\u8ba1\u53ca\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

\u800c\u8c08\u5230\u8be5\u516c\u53f8\u66f4\u6df1\u7684\u6e0a\u6e90\uff0c\u5176\u5b9e\u8fd8\u4e0e\u4e00\u4f4d\u6559\u7236\u7ea7\u4eba\u7269\u6709\u5173\u3002\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\uff08Neuromorphic Computing\uff09\u88ab\u79f0\u4e3a\u7c7b\u8111\u8ba1\u7b97\uff0c\u8be5\u6982\u5ff5\u6700\u65e9\u6765\u81ea\u4e8e\u52a0\u5dde\u7406\u5de5\u5b66\u9662\u7684\u8d85\u5927\u89c4\u6a21\u96c6\u6210\u7535\u8def\u4e4b\u7236\u3001\u6469\u5c14\u5b9a\u5f8b\u7684\u63d0\u51fa\u8005\u4e4b\u4e00\u5361\u5f17\u30fb\u7c73\u5fb7\uff08Carver Mead \uff09\u6559\u6388\u3002<\/p>\n

1995 \u5e74\uff5e1996 \u5e74\u671f\u95f4\uff0c\u5361\u5f17\u30fb\u7c73\u5fb7\u7684 6 \u4e2a\u5b66\u751f\u6765\u5230\u82cf\u9ece\u4e16\u5927\u5b66\uff0c\u5e76\u6210\u7acb\u4e86\u795e\u7ecf\u4fe1\u606f\u7814\u7a76\u6240\uff0c\u5176\u4e2d\u4e3b\u8981\u5305\u542b\u4e09\u4f4d\u5b66\u8005\u4e09\u4e2a\u65b9\u5411\uff0c\u5206\u522b\u662f\u505a\u52a8\u6001\u89c6\u89c9\u4f20\u611f\u5668\uff08Dynamic Vision Sensor\uff09\u7684 Tobi Delbruck\u3001\u505a\u7845\u8033\u9879\u76ee\uff08Silicon cochlea\uff09\u7684 Shih-Chii Liu\uff0c\u4ee5\u53ca\u505a\u7c7b\u8111\u82af\u7247\u7814\u7a76\u7684 Giacomo Indiveri\u3002<\/p>\n

\u90a3\u65f6\uff0cGiacomo Indiveri \u5728\u5361\u5f17\u30fb\u7c73\u5fb7\u8bfe\u9898\u7ec4\u91cc\u4e3b\u653b\u795e\u7ecf\u62df\u6001\u5de5\u7a0b\u76f8\u5173\u7814\u7a76\uff0c\u4ed6\u5229\u7528\u5de5\u4f5c\u5728\u4e9a\u9608\u503c\u7684\u6676\u4f53\u7ba1\u7684\u7535\u5b66\u7279\u6027\uff0c\u6765\u6a21\u62df\u751f\u7269\u795e\u7ecf\u5143\u53ca\u7a81\u89e6\u7684\u5de5\u4f5c\u673a\u5236\uff0c\u8fd9\u4e00\u7814\u7a76\u65b9\u5411\u7684\u53d1\u5c55\u4e3b\u8981\u4f9d\u8d56\u4e8e\u4e9a\u9608\u503c\u6a21\u62df\u7535\u8def\u548c\u7eaf\u5f02\u6b65\u6570\u5b57\u7535\u8def\uff0c\u76f8\u5173\u7814\u7a76\u79ef\u7d2f\u4e3a\u73b0\u5728 SynSense\u65f6\u8bc6\u79d1\u6280\u7684\u6838\u5fc3\u6280\u672f\u9886\u5148\u6027\u63d0\u4f9b\u4e86\u4fdd\u969c\u3002<\/p>\n

\u76ee\u524d\uff0c\u9664\u4e86SynSense\u65f6\u8bc6\u79d1\u6280\u4e4b\u5916\uff0c\u4e16\u754c\u4e0a\u6709\u4e24\u5bb6\u79d1\u6280\u5de8\u5934\u5728\u7c7b\u8111\u82af\u7247\u9886\u57df\u6709\u6240\u63a2\u7d22\uff0cIBM \u66fe\u4e8e 2014 \u5e74\u63a8\u51fa True North \u82af\u7247\uff0cIntel \u4e8e 2016 \u5e74\u8bbe\u8ba1\u4e86\u5f02\u6b65\u8109\u51b2\u795e\u7ecf\u5f62\u6001\u82af\u7247 Loihi\uff0c\u800c\u91cf\u4ea7\u7684\u53ef\u5546\u7528\u7684\u7c7b\u8111\u82af\u7247\uff0c\u5e02\u573a\u4e0a\u5176\u5b9e\u8fd8\u6ca1\u6709\u3002<\/p>\n

\u5bf9\u4e8e\u8be5\u516c\u53f8\u7684\u82af\u7247\uff0cGiacomo Indiveri \u6559\u6388\u8868\u793a\uff1a\u201c\u6211\u4eec\u7684\u7c7b\u8111\u82af\u7247\u76ee\u7684\u5e76\u4e0d\u662f\u8981\u53d6\u4ee3 CPU \u548c GPU\uff0c\u800c\u662f\u8981\u63d0\u4f9b\u53ef\u4ee5\u653e\u5728\u673a\u5668\u4eba\u548c\u7269\u8054\u7f51\u7ec8\u7aef\u8bbe\u5907\u7684\u5b9e\u65f6\u4f20\u611f\uff0c\u662f\u4e00\u4e2a\u975e\u5e38\u4f4e\u529f\u7387\uff0c\u7d27\u51d1\u800c\u5c0f\u578b\u7684\u8ba1\u7b97\u5355\u5143\u3002\u201d<\/p>\n

\u505a AI \u6280\u672f\u7684\u5386\u4ee3\u79d1\u5b66\u5bb6\uff0c\u867d\u6ca1\u6709\u627f\u8ba4\u81ea\u5df1\u505a\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\u6216\u8005\u7c7b\u8111\u8ba1\u7b97\uff0c\u4f46\u5176\u5b9e\u4e5f\u662f\u5728\u60f3\u4ece \u201c\u8111\u201d \u518d\u6316\u6398\u70b9\u4e1c\u897f\u3002Google \u201cTPU\u201d\u3001\u767e\u5ea6 \u201c\u6606\u4ed1\u201d\u3001\u963f\u91cc\u5e73\u5934\u54e5 \u201c\u542b\u5149\u201d\u3001\u5bd2\u6b66\u7eaa \u201c\u601d\u5143\u201d \u7b49 AI \u82af\u7247\u90fd\u5728\u5bfb\u627e\u63d0\u5347 AI \u80fd\u529b\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

\u8c08\u53ca\u7c7b\u8111\u82af\u7247\u7684\u6700\u5927\u4f18\u52bf\uff0c\u4e54\u5b81\u4ecb\u7ecd\uff0c\u7c7b\u8111\u6280\u672f\u53ef\u4ee5\u505a\u51fa\u4e0d\u8017\u7535\u7684\u5b9e\u65f6\u4f20\u611f\u5668\u4fe1\u606f\u5904\u7406\u7cfb\u7edf\u3002\u5728\u7269\u8054\u7f51\u7aef\u4e0a\uff0c\u4f20\u611f\u5668\u5bf9\u73af\u5883\u4fe1\u606f\u63d0\u53d6\u6a21\u62df\u4fe1\u53f7\u901a\u5e38\u662f\u7b2c\u4e00\u6b65\uff0c\u5728\u9760\u8fd1\u4f20\u611f\u7aef\uff0c\u628a\u52a8\u6001\u7684\u4fe1\u606f\u5148\u79bb\u6563\u5316\u6570\u5b57\u5316\uff0c\u53ea\u6709\u52a8\u6001\u4fe1\u606f\u53d1\u751f\u7684\u65f6\u5019\uff0c\u624d\u4f1a\u5b9e\u65f6\u751f\u6210\u6570\u636e\uff0c\u800c\u5904\u7406\u5668\u53ea\u80fd\u88ab\u52a8\u7684\u7531\u6570\u636e\u9a71\u52a8\u8fd0\u7b97\uff08Data-driven computing\uff09\u3002\u201d<\/p>\n

\u800c SynSense\u65f6\u8bc6\u79d1\u6280\u63d0\u51fa\u7684\u5168\u65b0\u65b9\u6848 \u2014\u2014 \u4e8b\u4ef6\u5904\u7406\u5668\uff08Event Processor\uff09\uff0c\u8fd9\u7c7b\u5904\u7406\u5668\u82af\u7247\u8fd0\u7b97\u673a\u5236\u662f\u57fa\u4e8e\u8109\u51b2 \/ \u4e8b\u4ef6\u89e6\u53d1\u7684\u8fd0\u7b97\uff0c\u53ef\u4ee5\u7528\u4e8e\u4e00\u7ef4\u7684\u5b9e\u65f6\u4f20\u611f\u5668\u4fe1\u53f7\u5206\u6790\u6216\u662f\u4e8c\u7ef4\u7684\u56fe\u50cf\u4fe1\u53f7\u5904\u7406\uff0c\u4e8b\u4ef6\u89e6\u53d1\u53ca\u6570\u636e\u9a71\u52a8\u8fd0\u7b97\uff0c\u5c06\u80fd\u4f7f\u6574\u4e2a\u4f20\u611f\u5668\u7cfb\u7edf\u5728\u6ca1\u6709\u52a8\u6001\u4fe1\u606f\u53d1\u751f\u65f6\u5b8c\u5168\u4e0d\u8017\u7535\u3002<\/p>\n<\/div>\n

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\n

\u4e00\u662f\u540c\u6b65\u7535\u8def\u82af\u7247\uff0c\u8fd9\u4e3b\u8981\u662f\u901a\u8fc7 EDA\u3001\u901a\u8fc7\u4f20\u7edf\u7684\u7535\u8def\u6765\u8bbe\u8ba1\uff1b<\/p>\n

\u4e8c\u662f\u540c\u6b65\u7535\u8def\u4e0e\u5f02\u6b65\u7535\u8def\u6df7\u642d\uff0c\u6bd4\u5982\u5728\u7c7b\u8111\u82af\u7247\u4e2d\u5229\u7528\u540c\u6b65\u7535\u8def\u5b9e\u73b0\u5355\u6838\u8bbe\u8ba1\u3001\u5229\u7528\u5f02\u6b65\u7535\u8def\u5b8c\u6210\u591a\u6838\u7684\u901a\u4fe1\uff1b<\/p>\n

\u4e09\u662f\u7eaf\u5f02\u6b65\u7535\u8def\u5b9e\u73b0\uff0c\u4e0d\u7ba1\u5355\u6838\u8fd0\u7b97\u6216\u8005\u591a\u6838\u4ea4\u4e92\uff0c\u91cc\u9762\u6240\u6709\u7684\u8fd0\u7b97\u53ca\u901a\u8baf\u5355\u5143\u90fd\u9075\u5faa\u4e8b\u4ef6\u89e6\u53d1\u7684\u673a\u5236\uff1b<\/p>\n

\u7b2c\u56db\u79cd\u66f4\u9ad8\u9636\u7684\u5f62\u6001\uff0c\u5219\u662f\u5f02\u6b65\u7535\u8def\u52a0\u4e9a\u9608\u503c\u6a21\u62df\u8ba1\u7b97\u3002\u5728\u8fd9\u79cd\u6700\u9ad8\u9636\u7684\u7814\u7a76\u4e2d\uff0c\u82cf\u9ece\u4e16\u795e\u7ecf\u4fe1\u606f\u7814\u7a76\u6240\u6709\u591a\u5e74\u7684\u6df1\u5165\u7814\u7a76\u53ca\u79ef\u7d2f\uff0c\u4ed6\u4eec\u6700\u65b0\u7684\u5904\u7406\u5668\u82af\u7247\u5728 28nm \u7684\u5de5\u827a\u4e0b\uff0c\u5229\u7528\u6676\u4f53\u7ba1\u4e9a\u9608\u503c\u6a21\u62df\u7279\u6027\u6a21\u62df\u751f\u7269\u5f62\u6001\u7684\u66f2\u7ebf\uff0c\u5229\u7528 pA \u5230 nA \u7ea7\u7535\u6d41\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\uff0c\u80fd\u6548\u8f83\u7eaf\u6570\u5b57\u89e3\u51b3\u65b9\u6848\u6709 1-2 \u4e2a\u91cf\u7ea7\u7684\u63d0\u5347\u3002<\/p>\n

\u7c7b\u8111\u82af\u7247\u7684\u53e6\u4e00\u4e2a\u91cd\u8981\u7279\u5f81\u662f\u5b9e\u65f6\u6027\uff0c\u5b83\u53ef\u4ee5\u5904\u7406\u7684\u6700\u4f73\u4e8b\u4ef6\u7c7b\u578b\u4e0d\u662f\u4e91\u7aef\u8fd0\u7b97\uff0c\u800c\u662f\u7aef\u4e0a\u7684\u4f20\u611f\u5668\u4fe1\u606f\uff0c\u4f8b\u5982\u8bed\u97f3\u6216\u624b\u52bf\u8bc6\u522b\u6216\u5fc3\u8df3\u751f\u7269\u4fe1\u53f7\u3002<\/p>\n

Giacomo Indiveri \u6559\u6388\u8865\u5145\u79f0\uff1a\u201c\u8fd9\u4e9b\u7aef\u4e0a\u7684\u5b9e\u65f6\u7684\u4f20\u611f\u4fe1\u606f\u662f\u6211\u4eec\u7684\u82af\u7247\u6700\u9002\u5408\u5904\u7406\u7684\u4fe1\u53f7\uff0c\u5177\u6709\u53ef\u914d\u7f6e\u7684\u52a8\u6001\u53c2\u6570\u6765\u5339\u914d\u73af\u5883\u4f20\u611f\u5668\u7684\u52a8\u6001\u4fe1\u606f\uff0c\u5728\u8fd1\u4f20\u611f\u5668\u7684\u82af\u7247\u7aef\u5b8c\u6210\u8fd0\u7b97\u53ca\u51b3\u7b56\uff0c\u4e0d\u9700\u8981\u4e0e\u4e91\u7aef\u4ea7\u751f\u4f20\u8f93\u6570\u636e\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u53ef\u4ee5\u4ee5\u4f4e\u5e26\u5bbd\u3001\u4f4e\u529f\u8017\u6765\u9ad8\u6548\u5904\u7406\u8fd9\u4e9b\u5b9e\u65f6\u4fe1\u606f\u7684\u539f\u56e0\u3002\u201d<\/p>\n

\u5728\u53ef\u6269\u5c55\u6027\u4e0a\uff0cSynSense \u7814\u53d1\u7684 DYNAP-CNN\uff0c\u662f\u4e16\u754c\u4e0a\u7b2c\u4e00\u6b3e\u76f4\u63a5\u80fd\u5bf9\u63a5\u4e8b\u4ef6\u76f8\u673a\u7684\u4e13\u7528\u89c6\u89c9\u5904\u7406\u5668\uff0c\u82af\u7247\u5177\u6709\u6781\u5f3a\u7684\u53ef\u914d\u7f6e\u6027\uff0c\u53ef\u4ee5\u652f\u6301\u590d\u6742\u5927\u89c4\u6a21 SCNN \u6a21\u578b\u53ca\u7b97\u6cd5\u3002<\/p>\n

\u5176\u57fa\u4e8e\u76f8\u673a\u4e8b\u4ef6\u89e6\u53d1\u7684\u8fd0\u7b97\u673a\u5236\u6253\u7834\u4e86\u5e27\u7684\u9650\u5236\uff0c\u53ef\u4ee5\u5b9e\u73b0 5-10ms \u7aef\u5230\u7aef\u8bc6\u522b\u54cd\u5e94\u5ef6\u65f6\uff1b\u57fa\u4e8e\u7a00\u677e\u6570\u636e\u7684\u52a8\u6001\u6570\u636e\u8fd0\u7b97\uff0c\u53ef\u4ee5\u5b9e\u73b0 < 1mW \u8d85\u4f4e\u529f\u8017\uff0c\u8f83\u4f20\u7edf\u89e3\u51b3\u65b9\u6848\u529f\u8017\u964d\u4f4e 100-1000 \u500d\u3002<\/p>\n

\u5728\u7cfb\u7edf\u7ea7\u4e0a\uff0c\u56e0\u4e3a\u57fa\u4e8e\u4f20\u611f\u5668 \u2014 \u5904\u7406\u5668\u76f4\u63a5\u5bf9\u63a5\u7684\u5b9e\u65f6\u6570\u636e\u8fd0\u7b97\uff0c\u65e0\u9700\u7f13\u5b58\u3001\u7cfb\u7edf\u6210\u672c\u964d\u4f4e 50%\uff0c\u6574\u4e2a\u7cfb\u7edf\u7ea7\u57fa\u4e8e\u4f20\u611f\u5668\u6570\u636e\u89e6\u53d1\u8fd0\u7b97\uff0c\u53ef\u4ee5\u5b9e\u73b0\u771f\u6b63\u7684 always-on\uff0c\u53ef\u5e7f\u6cdb\u843d\u5730\u4e8e\u667a\u80fd\u5bb6\u5c45\u4eba\u673a\u4ea4\u4e92\u3001\u667a\u80fd\u673a\u5668\u4eba\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u3001\u667a\u80fd\u5b89\u9632\u3001\u5de5\u4e1a\u4e92\u8054\u7f51\u7b49\u9886\u57df\u3002<\/p>\n

\u9664\u4e86\u89c6\u89c9\u4e4b\u5916\uff0cSynSense \u56e2\u961f\u8fd8\u4e13\u6ce8\u4e8e\u4f4e\u7ef4\u5ea6\u7684\u4f20\u611f\u4fe1\u606f\u5904\u7406\uff0c\u8fd9\u7c7b\u82af\u7247\u91cc\u9762\u5b9e\u73b0\u7684\u662f\u8109\u51b2\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\uff08SRNN\uff09\u3002\u57fa\u4e8e\u72ec\u521b\u7684\u7b97\u6cd5\uff0c\u8be5\u82af\u7247\u7684\u786c\u4ef6\u8d44\u6e90\u6d88\u8017\u91cf\u6bd4\u4f20\u7edf\u89e3\u51b3\u65b9\u6848\u964d\u4f4e\u81f3\u5c11\u5728\u4e00\u4e2a\u91cf\u7ea7\u4ee5\u4e0a\u3002<\/p>\n

\u53e6\u5916\uff0c\u7531\u4e8e\u57fa\u4e8e\u7a00\u677e\u52a8\u6001\u6570\u636e\u7684\u89e6\u53d1\u5f0f\u8fd0\u7b97\uff0c\u6574\u4e2a\u7cfb\u7edf\u7684\u8fd0\u7b97\u529f\u8017\u4e5f\u6781\u4f4e\uff0c\u57fa\u4e8e\u5168\u65b0\u82af\u7247\u7684\u4f53\u5f81\u4fe1\u53f7\u68c0\u6d4b\u7b49\u5e94\u7528\uff0c\u5982\u5fc3\u7535\u4fe1\u53f7\u5f02\u5e38\u68c0\u6d4b\uff0c\u5176\u603b\u4f53\u529f\u8017\u5c06\u4f4e\u4e8e 100uW \u3002<\/p>\n

\u6b64\u5916\uff0c\u5168\u65b0\u7c7b\u8111\u8ba1\u7b97\u4e13\u520a\uff1aNCE \u671f\u520a\uff0c\u5df2\u5728 12 \u6708 1 \u65e5\u7531\u82f1\u56fd\u7269\u7406\u5b66\u4f1a\u51fa\u7248\u793e (IOP) \u6b63\u5f0f\u63a8\u51fa\u3002NCE \u4e3a \u201cNeuromorphic Computing and Engineering\u201d \u7684\u7b80\u79f0\uff0c\u8fd9\u5c06\u662f\u4e00\u672c\u6db5\u76d6\u591a\u4e2a\u5b66\u79d1\u9886\u57df\u3001\u91c7\u7528\u5f00\u653e\u83b7\u53d6\u5f62\u5f0f\u51fa\u7248\u7684\u671f\u520a\u3002<\/p>\n

NCE \u5c06\u4e3b\u8981\u5173\u6ce8\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\u3001\u8bbe\u5907\u548c\u7cfb\u7edf\u7684\u5e94\u7528\u548c\u53d1\u5c55\uff0c\u662f\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\u9886\u57df\u7684\u4e13\u4e1a\u671f\u520a\uff0c\u800c SynSense \u8054\u5408\u521b\u59cb\u4eba\u53ca\u9996\u5e2d\u79d1\u5b66\u5bb6 Giacomo Indiveri \u5c06\u51fa\u4efb\u8be5\u671f\u520a\u4e3b\u7f16\u3002\u671f\u520a\u4e4b\u5916\uff0cSynSense \u8fd8\u5c06\u4e0e\u82cf\u9ece\u4e16\u795e\u7ecf\u4fe1\u606f\u7814\u7a76\u6240\u4e00\u8d77\uff0c\u8054\u5408\u4e3b\u529e\u4e16\u754c\u7b2c\u4e09\u5927\u56fd\u9645\u7c7b\u8111\u7814\u8ba8\u4f1a SynSense Neuromorphic Workshop\uff08SSNW\uff09\uff0c\u8be5\u7814\u8ba8\u4f1a\u8ba1\u5212\u4e8e\u6bcf\u5e74 10-11 \u6708\u5728\u4e2d\u56fd\u4e3e\u529e\uff0c\u52a0\u901f\u7c7b\u8111\u6280\u672f\u56fd\u5185\u53d1\u5c55\u53ca\u843d\u5730\u3002<\/p>\n

\u5f53\u5929\u4f1a\u4e0a\uff0c\u6f14\u8bb2\u5609\u5bbe\u6e05\u534e\u201c\u5929\u673a\u82af\u201d\u7814\u7a76\u8005\u4e4b\u4e00\u9093\u78ca\u535a\u58eb\u8fd9\u6837\u8bc4\u8bba SynSense \u65f6\u8bc6\u79d1\u6280\u79f0\uff1a\u201c\u7c7b\u8111\u8ba1\u7b97\u8fd8\u6ca1\u6709\u5f62\u6210\u50cf\u4eba\u5de5\u667a\u80fd\u90a3\u4e48\u6709\u4f53\u7cfb\u7684\u4e00\u4e2a\u8fed\u4ee3\u53d1\u5c55\u7684\u751f\u6001\uff0c\u4e0e 7\u30018 \u5e74\u524d\u505a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u4e00\u6837\uff0c\u73b0\u5728\u5904\u4e8e\u8ba4\u8bc6\u9010\u6e10\u6e05\u6670\u4e14\u5927\u5bb6\u4ece\u4e0d\u540c\u7684\u89d2\u5ea6\u53bb\u63a8\u5e7f\u7684\u4e00\u4e2a\u9636\u6bb5\u3002\u5982\u679c\u4e0d\u505a\uff0c\u90a3\u4e48\u4ee5\u540e\u4e2d\u56fd\u5728\u8fd9\u4e2a\u9886\u57df\u5c31\u4e00\u70b9\u8bdd\u8bed\u6743\u90fd\u6ca1\u6709\u3002\u201d<\/p>\n

\u636e\u6089\uff0c\u9093\u78ca\u662f\u7f8e\u56fd\u52a0\u5dde\u5927\u5b66\u5723\u5854\u82ad\u82ad\u62c9\u5206\u6821\uff08UCSB\uff09\u7535\u5b50\u8ba1\u7b97\u673a\u5de5\u7a0b\u7cfb\u535a\u58eb\u540e\u7814\u7a76\u5458\u3001\u6e05\u534e\u5927\u5b66\u7c7b\u8111\u8ba1\u7b97\u7814\u7a76\u4e2d\u5fc3\u535a\u58eb\u3002\u5728\u6d3b\u52a8\u73b0\u573a\uff0c\u4ed6\u5bf9 SynSense \u8fd9\u5bb6\u5373\u5c06\u628a\u7c7b\u8111\u82af\u7247\u5546\u4e1a\u5316\u7684\u516c\u53f8\u7ed9\u4e88\u4e86\u8f83\u9ad8\u80af\u5b9a\u3002\u9093\u78ca\u6700\u540e\u5bf9 DeepTech \u8865\u5145\u8bc4\u4ef7\u79f0\uff1a\u201c\u4e0d\u7ba1\u662f\u50cf\u4e54\u5b81\u63a8\u7684\u7ec8\u7aef\u5e94\u7528\uff0c\u9762\u5411\u573a\u666f\u505a\u6df1\u5ea6\u5b9a\u5236\uff0c\u8fd8\u662f\u50cf\u6211\u4eec\u7814\u7a76\u5927\u578b\u7684\u57fa\u7840\u5e73\u53f0\u7684\u5efa\u8bbe\uff0c\u4ee5\u53ca\u9ad8\u6821\u5728\u7814\u7a76\u7684\u7c7b\u8111\u6a21\u578b\u548c\u7b97\u6cd5\uff0c\u5176\u5b9e\u90fd\u662f\u7ad9\u5728\u4e0d\u540c\u7684\u89d2\u5ea6\uff0c\u4ee5\u540e\u90fd\u4f1a\u878d\u4f1a\u8d2f\u901a\u8d77\u6765\u3002\u201d<\/p>\n<\/div>\n

<\/div>\n","protected":false},"excerpt":{"rendered":"

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