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

=COMPUTING APPARATUS AND ROBUSTNESS PROCESSING METHOD THEREFOR=


==Organization Name==

[[:Category:TSINGHUA UNIVERSITY|TSINGHUA UNIVERSITY]]


[[Category:TSINGHUA UNIVERSITY]]

==Inventor(s)==

[[:Category:Bin Gao of Beijing CN|Bin Gao of Beijing CN]][[Category:Bin Gao of Beijing CN]]

[[:Category:Peng Yao of Beijing CN|Peng Yao of Beijing CN]][[Category:Peng Yao of Beijing CN]]

[[:Category:Huaqiang Wu of Beijing CN|Huaqiang Wu of Beijing CN]][[Category:Huaqiang Wu of Beijing CN]]

[[:Category:Jianshi Tang of Beijing CN|Jianshi Tang of Beijing CN]][[Category:Jianshi Tang of Beijing CN]]

[[:Category:He Qian of Beijing CN|He Qian of Beijing CN]][[Category: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.



[[Category:G11C13/00]]
[[Category:CPC_G11C13/004]]