COMPUTING APPARATUS AND ROBUSTNESS PROCESSING METHOD THEREFOR

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United States of America

APP PUB NO 20250095728A1
SERIAL NO

18580872

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Abstract

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A computing apparatus and a robustness processing method thereof. The robustness processing method includes: based on model parameters of a target algorithm model, obtaining a mapping relationship between the model parameters and the first computing memristor array; based on an influence factor that determines a critical weight device, determining a way to obtain a weight criticality of the plurality of memristor devices from the influence factor; obtaining an input set of the algorithm model, and determining a criticality value for each of the plurality of memristor devices according to the way; determining a critical weight device among the plurality of memristor devices according to the criticality value for each of the plurality of memristor devices; and based on the critical weight device, performing an optimization processing on the first processing unit.

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Patent Owner(s)

Patent OwnerAddress
TSINGHUA UNIVERSITYTSINGHUA YUAN HAIDIAN DISTRICT BEIJING BEIJING CITY BEIJING CITY 100089

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
GAO, Bin Beijing, CN 135 970
QIAN, He Beijing, CN 37 45
TANG, Jianshi Beijing, CN 68 76
WU, Huaqiang Beijing, CN 62 279
YAO, Peng Beijing, CN 60 46

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