Tsinghua University (20250007788). MULTI-BRANCH NETWORK COLLABORATIVE REASONING METHOD AND SYSTEM FOR INTERNET OF THINGS
MULTI-BRANCH NETWORK COLLABORATIVE REASONING METHOD AND SYSTEM FOR INTERNET OF THINGS
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MULTI-BRANCH NETWORK COLLABORATIVE REASONING METHOD AND SYSTEM FOR INTERNET OF THINGS
This abstract first appeared for US patent application 20250007788 titled 'MULTI-BRANCH NETWORK COLLABORATIVE REASONING METHOD AND SYSTEM FOR INTERNET OF THINGS
Original Abstract Submitted
a method for cooperative reasoning on a multi-branch network of internet of things (iot) includes: obtaining an initial prediction result and an uncertainty by inputting a sample to be predicted into a first branch of a preset multi-branch network on an iot device; obtaining an output branch corresponding to the sample in a distribution scheme of the preset multi-branch network based on the uncertainty; and obtaining a final prediction result of the sample by using the output branch based on a model division scheme of the preset multi-branch network, the model division scheme comprising an allocation result of layers of each branch of the multi-branch network on the iot device and a corresponding server.
