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Equiprobability-Based Local Response Surface Method for High-Sigma Yield Estimation With Both High Accuracy and Efficiency

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With the ever-increasing transistor density and memory capability in integrated circuits, the high-sigma yield estimation has become a growing concern. This work presents an equiprobability-based local response surface (ELRS) method… Click to show full abstract

With the ever-increasing transistor density and memory capability in integrated circuits, the high-sigma yield estimation has become a growing concern. This work presents an equiprobability-based local response surface (ELRS) method that can perform a high-sigma yield estimation with both high accuracy and efficiency. Demonstrating with 6T-SRAM, the proposed method exhibits more than ten times improvement in accuracy when compared with the state-of-the-art while maintaining the efficiency to the best record in the literature.

Keywords: method; yield estimation; sigma yield; high sigma

Journal Title: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Year Published: 2023

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