Invention Grant
- Patent Title: Device mismatch contribution computation with nonlinear effects
- Patent Title (中): 器件失配贡献计算与非线性效应
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Application No.: US14166119Application Date: 2014-01-28
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Publication No.: US08954910B1Publication Date: 2015-02-10
- Inventor: Hongzhou Liu , Wangyang Zhang
- Applicant: Cadence Design Systems, Inc.
- Applicant Address: US CA San Jose
- Assignee: Cadence Design Systems, Inc.
- Current Assignee: Cadence Design Systems, Inc.
- Current Assignee Address: US CA San Jose
- Agency: Kenyon & Kenyon LLP
- Main IPC: G06F17/50
- IPC: G06F17/50

Abstract:
A system, method, and computer program product for computing device mismatch variation contributions to circuit performance variation. Embodiments estimate which individual devices in a simulated circuit design have the largest impact on circuit performance, while requiring far fewer simulations than traditional multivariate linear regressions. When the samples exceed the mismatch parameters, a linear model is solved by least squares. Otherwise, a linear model is solved by orthogonal matching pursuit (OMP), and if that solution is too inaccurate then a new mixed method builds a better linear model. If the linear solution is too inaccurate, a full linear and quadratic model is made using OMP to select the most important variables, and the full model is fitted using OMP with selected cross terms. The embodiments summarize the output variance in each device, and rank the mismatch contributions based on the summarized contributions.
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