A Weighted NBTI/HCD Coupling Model in Full VG/VD Bias Space with Applications to SRAM Aging Simulation

In this paper, a coupled negative bias temperature instability (NBTI)/hot carrier degradation (HCD) failure model is proposed on the 2-D voltage plane for aging simulation of SRAM circuits. According to the physical mechanism of failure, based on the reaction-diffusion and hot carrier energy-driven theory, revised degradation models of threshold voltage shift (∆Vth) for the NBTI and HCD are established, respectively, with explicit expressions for gate voltage (V<sub>G</sub>)/drain voltage (V<sub>D</sub>). An NBTI/HCD coupling model is built on the 2-D {V<sub>G</sub>, V<sub>D</sub>} voltage plane with a weighting factor in the form of V<sub>G</sub> and V<sub>D</sub> power law. The model also takes into account the AC effect and long-term saturation behavior. The predicted ∆Vth under various stress conditions shows an average relative error of 11.6% with experimental data across the entire bias space. SRAM circuit simulation shows that the read static noise margin (RSNM) and write static noise margin (WSNM) have a maximum absolute error of 4.2% and 3.1%, respectively. This research provides a valuable reference for the reliability simulation of nanoscale integrated circuits.

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Publication Details

Journal
Micromachines
Published
2026-01-12
DOI
https://doi.org/10.3390/mi17010101
Primary Topic
Semiconductor materials and devices
Type
article
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article

A Weighted NBTI/HCD Coupling Model in Full VG/VD Bias Space with Applications to SRAM Aging Simulation

Zhenyu Wu, Zhen Chai
Micromachines
Semiconductor materials and devices
article

A Weighted NBTI/HCD Coupling Model in Full VG/VD Bias Space with Applications to SRAM Aging Simulation

Zhenyu Wu, Zhen Chai
article en

Abstract

In this paper, a coupled negative bias temperature instability (NBTI)/hot carrier degradation (HCD) failure model is proposed on the 2-D voltage plane for aging simulation of SRAM circuits. According to the physical mechanism of failure, based on the reaction-diffusion and hot carrier energy-driven theory, revised degradation models of threshold voltage shift (∆Vth) for the NBTI and HCD are established, respectively, with explicit expressions for gate voltage (V<sub>G</sub>)/drain voltage (V<sub>D</sub>). An NBTI/HCD coupling model is built on the 2-D {V<sub>G</sub>, V<sub>D</sub>} voltage plane with a weighting factor in the form of V<sub>G</sub> and V<sub>D</sub> power law. The model also takes into account the AC effect and long-term saturation behavior. The predicted ∆Vth under various stress conditions shows an average relative error of 11.6% with experimental data across the entire bias space. SRAM circuit simulation shows that the read static noise margin (RSNM) and write static noise margin (WSNM) have a maximum absolute error of 4.2% and 3.1%, respectively. This research provides a valuable reference for the reliability simulation of nanoscale integrated circuits.

MicromachinesVol. 17(1)
Xidian University (CN)
Openalex Percentile: Top 91%
Semiconductor materials and devices
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