TSINGHUA UNIVERSITY (20250095728). COMPUTING APPARATUS AND ROBUSTNESS PROCESSING METHOD THEREFOR

COMPUTING APPARATUS AND ROBUSTNESS PROCESSING METHOD THEREFOR

Organization Name

TSINGHUA UNIVERSITY

Inventor(s)

Bin Gao of Beijing CN

Peng Yao of Beijing CN

Huaqiang Wu of Beijing CN

Jianshi Tang of Beijing CN

He Qian of Beijing CN

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.