Invention Application
- Patent Title: Statistical Design with Importance Sampling Reuse
- Patent Title (中): 统计设计与重要性抽样重用
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Application No.: US15161462Application Date: 2016-05-23
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Publication No.: US20160266950A1Publication Date: 2016-09-15
- Inventor: Rajiv V. Joshi , Rouwaida N. Kanj , Sani R. Nassif , Carl J. Radens
- Applicant: International Business Machines Corporation
- Main IPC: G06F11/07
- IPC: G06F11/07

Abstract:
A mechanism is provided for reusing importance sampling for efficient cell failure rate estimation of process variations and other design considerations. First, the mechanism performs a search across circuit parameters to determine failures with respect to a set of performance variables. For a single failure region, the initial search may be a uniform sampling of the parameter space. Mixture importance sampling (MIS) efficiently may estimate the single failure region. The mechanism then finds a center of gravity for each metric and finds importance samples. Then, for each new origin corresponding to a process variation or other design consideration, the mechanism finds a suitable projection and recomputes new importance sampling (IS) ratios.
Public/Granted literature
- US10387235B2 Statistical design with importance sampling reuse Public/Granted day:2019-08-20
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