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US Patent 9348680 Statistical design with importance sampling reuse

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
9348680
Patent Inventor Names
Rajiv V. Joshi0
Carl J. Radens0
Rouwaida N. Kanj0
Sani R. Nassif0
Date of Patent
May 24, 2016
Patent Application Number
14242418
Date Filed
April 1, 2014
Patent Citations Received
‌
US Patent 11774498 Multi-rate sampling for hierarchical system analysis
‌
US Patent 11768986 High-dimensional multi-distributed importance sampling for circuit yield analysis
Patent Primary Examiner
‌
Akash Saxena
Patent 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.

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