TSINGHUA UNIVERSITY (20250095728). COMPUTING APPARATUS AND ROBUSTNESS PROCESSING METHOD THEREFOR
COMPUTING APPARATUS AND ROBUSTNESS PROCESSING METHOD THEREFOR
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COMPUTING APPARATUS AND ROBUSTNESS PROCESSING METHOD THEREFOR
This abstract first appeared for US patent application 20250095728 titled 'COMPUTING APPARATUS AND ROBUSTNESS PROCESSING METHOD THEREFOR
Original Abstract Submitted
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.
