{"id":4312,"date":"2022-12-23T02:42:23","date_gmt":"2022-12-23T02:42:23","guid":{"rendered":"https:\/\/www.synsense.ai\/?p=4312"},"modified":"2023-03-13T03:41:53","modified_gmt":"2023-03-13T03:41:53","slug":"synsense-neuromorphic-software-toolchain","status":"publish","type":"post","link":"https:\/\/www.synsense.ai\/zh-hans\/synsense-neuromorphic-software-toolchain\/","title":{"rendered":"SynSense\u65f6\u8bc6\u79d1\u6280\u5f00\u6e90\u7c7b\u8111\u8f6f\u4ef6\u7ec4\u5408\uff0c\u52a9\u529b\u5f00\u53d1\u8005\u5feb\u901f\u642d\u5efa\u8109\u51b2\u795e\u7ecf\u7f51\u7edc"},"content":{"rendered":"

\u7c7b\u8111\u6280\u672f\u6a21\u4eff\u751f\u7269\u8111\u4fe1\u606f\u5904\u7406\u7684\u65b9\u5f0f\uff0c\u540c\u65f6\u4e5f\u96c6\u6210\u4e86\u5176\u4f17\u591a\u4f18\u52bf\u3002\u4ee5\u8d85\u4f4e\u529f\u8017\u3001\u8d85\u4f4e\u5ef6\u8fdf\u4f5c\u4e3a\u6700\u7a81\u51fa\u7279\u70b9\uff0c\u7c7b\u8111\u6280\u672f\u4e3a\u8fb9\u7f18\u8ba1\u7b97\u5e26\u6765\u4e86\u5168\u65b0\u89c6\u91ce\u3002\u81ea\u6210\u7acb\u4ee5\u6765\uff0cSynSense\u65f6\u8bc6\u79d1\u6280\u4e0d\u65ad\u5c1d\u8bd5\u964d\u4f4e\u7c7b\u8111\u82af\u7247\u5728\u5d4c\u5165\u5f0f\u673a\u5668\u89c6\u89c9\u53ca\u97f3\u9891\u5e94\u7528\u65b9\u9762\u7684\u529f\u8017\u53ca\u5ef6\u8fdf\u6027\uff0c\u540c\u65f6\u63d0\u5347\u7cbe\u51c6\u5ea6\u3002\u800c\u5728\u786c\u4ef6\u4e4b\u5916\uff0c\u8f6f\u4ef6\u6846\u67b6\u540c\u6837\u4f5c\u4e3a\u5176\u4e2d\u7684\u5173\u952e\u56e0\u7d20\uff0c\u5728\u521b\u65b0\u8bad\u7ec3\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u65b9\u9762\u53d1\u6325\u7740\u5de8\u5927\u4f5c\u7528\u3002<\/p>\n

\u622a\u81f3\u76ee\u524d\uff0cSynSense\u65f6\u8bc6\u79d1\u6280\u5df2\u5f00\u53d1Samna\u3001Sinabs\u3001Rockpool\u3001Tonic\u56db\u6b3e\u8f6f\u4ef6\u53ca\u5de5\u5177\u94fe\uff0c\u4e14\u5df2\u5168\u90e8\u5f00\u6e90\u3002\u4ee5\u9002\u7528\u4e8eSynSense\u65f6\u8bc6\u79d1\u6280\u201c\u611f\u7b97\u4e00\u4f53\u201d\u52a8\u6001\u89c6\u89c9\u667a\u80fdSoC Speck\u53ca\u5176\u5f00\u53d1\u5957\u4ef6\u7684\u5f00\u6e90\u5e93Sinabs<\/a>\u548c\u5de5\u5177\u94feSamna<\/a>\u4e3a\u4f8b\uff0c\u5f00\u53d1\u8005\u53ef\u8f7b\u677e\u4f7f\u7528\u7247\u4e0aDVS\u4f20\u611f\u5668\u5e76\u642d\u5efa\u8fbe9\u5c42\u7684\u8109\u51b2\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u3002\u800c\u5728Speck\u90e8\u7f72\u6d41\u6c34\u7ebf\u4e2d\uff0c\u5f00\u53d1\u8005\u53ef\u4f7f\u7528\u5c0f\u4e8e5\u884c\u4ee3\u7801\uff0c\u5c06\u6a21\u578b\u90e8\u7f72\u81f3Speck\u4e2d\uff0c\u4ece\u800c\u5f00\u542f\u5e94\u7528\u539f\u578b\u5f00\u53d1\u3002<\/p>\n

\u201c\u5728SynSense\u65f6\u8bc6\u79d1\u6280\uff0c\u6211\u4eec\u4e13\u6ce8\u4e8e\u7c7b\u8111\u786c\u4ef6\u5e73\u53f0\u4e0e\u8f6f\u4ef6\u6808\u7684\u826f\u597d\u534f\u540c\u3002\u4f5c\u4e3a\u5f00\u6e90\u6027\u8d28\u7684\u5de5\u5177\uff0c\u5176\u57fa\u4e8e\u884c\u4e1a\u6807\u51c6\u7684\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u540c\u65f6\u4f34\u968f\u9ad8\u51c6\u786e\u5ea6\u7684\u786c\u4ef6\u6a21\u62df\u5668\uff0c\u80fd\u591f\u52a9\u529b\u5f00\u53d1\u8005\u5728Python\u73af\u5883\u4e2d\u65b9\u4fbf\u5730\u8fdb\u884c\u90e8\u7f72\u6d4b\u8bd5\u3002\u201d<\/p>\n

\u2014\u2014SynSense\u65f6\u8bc6\u79d1\u6280\u5168\u7403\u7814\u53d1\u526f\u603b\u88c1Dylan Muir\u535a\u58eb<\/p>\n

\u5728Speck\u5f00\u53d1\u5957\u4ef6\u4e0a\u5feb\u901f\u90e8\u7f72<\/strong><\/p>\n

Speck\u5f00\u53d1\u5957\u4ef6\u57fa\u7840\u4f7f\u7528\u8981\u6c42<\/p>\n

\u786c\u4ef6\u8981\u6c42\uff1a\u81f3\u5c11 4GB \u7269\u7406\u5185\u5b58\u30011\u4e2aUSB3.0 \u63a5\u53e3
\n\u4e00\u4e2a\u663e\u793a\u5668\u3001\u62e5\u6709\u96c6\u6210\u6216\u72ec\u7acb\u663e\u5361
\n\u8f6f\u4ef6\u8981\u6c42\uff1aUbuntu 18.04\/20.04
\n\u5b89\u88c5\u8f6f\u4ef6\uff1aSamna\uff0cSinabs<\/p>\n

\u8fd1\u65e5\uff0cSynSense\u65f6\u8bc6\u79d1\u6280\u53d1\u5e03\u5168\u65b0\u7c7b\u8111\u611f\u77e5\u53ca\u8ba1\u7b97\u5f00\u53d1\u5e73\u53f0Speck\u53caXylo-Audio<\/a>\uff0c\u652f\u6301\u7c7b\u8111\u667a\u80fd\u7814\u53d1\u53ca\u5f00\u53d1\u8005\u751f\u6001\u642d\u5efa\u3002\u4ee5Speck\u4e3a\u4f8b\uff0c\u7528\u6237\u53ef\u5728SynSense\u65f6\u8bc6\u79d1\u6280\u6570\u636e\u96c6\u6d4b\u8bd5\u5de5\u5177Tonic\u3001\u5f00\u6e90\u5e93Sinabs\u3001\u5de5\u5177\u94feSamna\u7684\u652f\u6301\u4e0b\uff0c\u5feb\u901f\u5730\u5bf9\u5f00\u53d1\u5957\u4ef6\u8fdb\u884c\u90e8\u7f72\u542f\u7528\u3002\u53ef\u8bbf\u95ee\u6211\u4eec\u7684\u5b98\u65b9\u7f51\u7ad9\u67e5\u770b\u76f8\u5173\u8f6f\u4ef6\u3002<\/p>\n

 <\/p>\n

\"\"<\/a><\/p>\n

Tonic<\/strong><\/a><\/p>\n

For data management<\/p>\n

Tonic\u662f\u4e00\u6b3e\u5f00\u653e\u578b\u57fa\u51c6\u6570\u636e\u96c6\u6d4b\u8bd5\u5de5\u5177\u3002
\n\u4f5c\u4e3a\u5f00\u6e90\u6027\u8d28\u7684Python\u5e93\uff0cTonic\u63d0\u4f9b\u53ef\u516c\u5f00\u4f7f\u7528\u3001\u57fa\u4e8e\u4e8b\u4ef6\u7684\u89c6\u89c9\u53ca\u97f3\u9891\u6570\u636e\u96c6\uff0c\u4ee5\u53ca\u6570\u636e\u5904\u7406\u529f\u80fd\u3002Tonic\u5bf9PyTorch Vision\u4e0eaudio transform\u63a5\u53e3\u5b8c\u5168\u517c\u5bb9\uff0c\u53ef\u4e3a\u7528\u6237\u63d0\u4f9b\u6700\u5927\u7684\u7075\u6d3b\u5ea6\uff0c\u4e0d\u4ec5\u652f\u6301\u76f4\u63a5\u5728\u4e8b\u4ef6\u6216\u65f6\u95f4\u9762\uff08time surface\uff09\u4e0a\u8fdb\u884c\u5904\u7406\u589e\u5f3a\uff0c \u540c\u65f6\u4e5f\u652f\u6301\u4e00\u7cfb\u5217\u4f20\u7edf\u6846\u67b6\u7684\u64cd\u4f5c\uff0c \u4f8b\u5982\u5c06\u7a00\u758f\u4e8b\u4ef6\u548c\u7ef8\u5bc6\u538b\u7f29\u8868\u8fbe\u76f8\u4e92\u8f6c\u6362\u3002
\n\u2193<\/p>\n

\"\"<\/a><\/p>\n

Sinabs <\/a><\/strong><\/p>\n

For simulation<\/p>\n

Sinabs\u662f\u4e00\u4e2a\u57fa\u4e8ePyTorch\u7684\u5f00\u6e90\u5e93\uff0c\u65e8\u5728\u8bbe\u8ba1\u548c\u5b9e\u73b0\u8109\u51b2\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08sCNN\uff09\u3002
\nSinabs\u53ef\u4ee5\u5b9e\u73b0\u4e0e\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7b49\u6548\u7684\u8109\u51b2\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u652f\u6301Sinabs-exodus, Sinabs-dynap cnn\u7b49\u4f17\u591aplug-in, \u65b9\u4fbf\u7528\u6237\u8c03\u53d6\u6700\u65b0\u7684\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u8bbe\u8ba1\u548c\u82af\u7247\u90e8\u7f72\u6548\u7387\u5de5\u5177\u3002
\n\u2193<\/p>\n

\"\"<\/a><\/p>\n

Samna<\/strong><\/a><\/p>\n

For host management<\/p>\n

Samna \u662f\u4e3aSynSense\u65f6\u8bc6\u79d1\u6280\u7c7b\u8111\u82af\u7247\u91cf\u8eab\u5b9a\u5236\u7684\u5f00\u53d1\u8005\u63a5\u53e3\u548c\u9ad8\u6027\u80fd\u5b9e\u65f6\u4ea4\u4e92\u5de5\u5177\u3002Samna\u6838\u5fc3\u903b\u8f91\u5168\u90e8\u4e3aC++\u7f16\u5199\uff0c\u5bf9\u5916\u63d0\u4f9b\u4e86\u4e00\u5957Python\u63a5\u53e3\uff0c\u5728\u4fdd\u8bc1\u4e86\u6613\u7528\u6027\u7684\u540c\u65f6\u4e5f\u786e\u4fdd\u4e86\u6570\u636e\u5904\u7406\u7684\u5b9e\u65f6\u6027\u3002\u9488\u5bf9\u4e8b\u4ef6\u9a71\u52a8\u8bbe\u5907\u6570\u636e\u6d41\u7684\u7279\u6027\uff0cSamna\u96c6\u6210\u4e86\u4e00\u4e2a\u80fd\u591f\u5b9e\u65f6\u591a\u7ebf\u7a0b\u5904\u7406\u4e8b\u4ef6\u6d41\u7684\u6570\u636e\u5904\u7406\u7cfb\u7edf\uff0c\u5141\u8bb8\u7528\u6237\u5bf9\u8f93\u5165\u8f93\u51fa\u82af\u7247\u7684\u6570\u636e\u8fdb\u884c\u81ea\u5b9a\u4e49\u5904\u7406\u3002\u540c\u65f6\u8be5\u6570\u636e\u5904\u7406\u7cfb\u7edf\u652f\u6301\u5728\u7ebf\u7f16\u8bd1\u5668(Just-In-Time Compiler)\uff0c\u5141\u8bb8\u7528\u6237\u4f7f\u7528C++\u7f16\u5199\u6570\u636e\u5904\u7406\u7b97\u6cd5\u5e76\u5b9e\u65f6\u6574\u5408\u8fdb\u6570\u636e\u5904\u7406\u6d41\u4e2d\u3002
\n\u2193<\/p>\n

\u901a\u8fc7\u4f7f\u7528Sinabs\u548cSamna\uff0c\u53ef\u66f4\u52a0\u4fbf\u6377\u5730\u5c06\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u90e8\u7f72\u81f3Speck\u5f00\u53d1\u677f\u4e2d\uff0c\u4ece\u800c\u5feb\u901f\u542f\u7528\u3002<\/p>\n

\u201c\u4ece\u6570\u636e\u9884\u5904\u7406\u3001\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u8bbe\u8ba1\u3001\u7f51\u7edc\u4f18\u5316\u3001\u7247\u4e0a\u90e8\u7f72\u548c\u540e\u671f\u8c03\u8bd5\uff0cSynSense\u7684\u8f6f\u4ef6\u5de5\u5177\u94fe\u4e3aSpeck\/Xylo\u7cfb\u5217\u7c7b\u8111\u82af\u7247\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u95ed\u5408\u7684\u5f00\u53d1\u548c\u5e94\u7528\u652f\u6301\u3002\u540c\u65f6\uff0c\u6211\u4eec\u6709\u7740\u4e30\u5bcc\u5185\u90e8\u548c\u5916\u90e8\u7684\u5f00\u53d1\u8005\u7fa4\u4f53\uff0c \u4e0d\u65ad\u5bf9\u6211\u4eec\u7684\u8f6f\u4ef6\u5de5\u5177\u94fe\u4f18\u5316\u548c\u62d3\u5c55\uff0c\u201d SynSense\u65f6\u8bc6\u79d1\u6280\u9ad8\u7ea7\u7b97\u6cd5\u5de5\u7a0b\u5e08\u90a2\u96c1\u5357\u535a\u58eb\u8868\u793a\u3002<\/p>\n

SynSense\u65f6\u8bc6\u79d1\u6280\u745e\u58eb\u56e2\u961f\u7c7b\u8111\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08Gregor Lenz\u535a\u58eb\u9053\uff1a \u201c\u901a\u8fc7\u53d1\u5e03\u6211\u4eec\u7684\u5f00\u53d1\u5de5\u5177\uff0c\u6211\u4eec\u5e0c\u671b\u5bf9\u7c7b\u8111\u793e\u533a\u4f5c\u51fa\u6765\u81eaSynSense\u65f6\u8bc6\u79d1\u6280\u7684\u8d21\u732e\uff0c\u5171\u540c\u63a2\u7d22\u4e0b\u4e00\u4ee3\u795e\u7ecf\u7f51\u7edc\u3002\u201d<\/p>\n

\u81ea\u53d1\u5e03\u6700\u65b0\u7c7b\u8111\u5f00\u53d1\u5957\u4ef6\u4ee5\u6765\uff0cSynSense\u65f6\u8bc6\u79d1\u6280\u5df2\u6536\u5230\u4e86\u6765\u81ea\u4e16\u754c\u5404\u56fd\u7814\u7a76\u673a\u6784\u3001\u9ad8\u6821\u53ca\u4f01\u4e1a\u7b49\u7814\u53d1\u4eba\u5458\u7684\u70ed\u5207\u8be2\u95ee\u3002\u6211\u4eec\u671f\u671b\u901a\u8fc7\u63d0\u4f9b\u5f00\u53d1\u5de5\u5177\u3001\u4e30\u5bcc\u5f00\u53d1\u8d44\u6e90\uff0c\u5438\u5f15\u66f4\u591a\u5f00\u53d1\u8005\u548c\u7231\u597d\u8005\u52a0\u5165\u7c7b\u8111\u9886\u57df\u3002\u63a5\u4e0b\u6765\uff0cSynSense\u65f6\u8bc6\u79d1\u6280\u5de5\u7a0b\u5e08\u56e2\u961f\u5c06\u56f4\u7ed5\u5f00\u53d1\u5957\u4ef6\u4f7f\u7528\u53ca\u8109\u51b2\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u7b49\u591a\u4e2a\u65b9\u9762\uff0c\u4e0e\u5f00\u53d1\u8005\u53ca\u7231\u597d\u8005\u5c55\u5f00\u63a2\u8ba8\uff0c\u6b22\u8fce\u6301\u7eed\u5173\u6ce8\u3002<\/p>\n

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

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