High-dimensional multi-distributed importance sampling for circuit yield analysis

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United States of America Patent

PATENT NO 11768986
SERIAL NO

17438716

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Abstract

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A computer-implemented method for simulation of an integrated circuit for yield analysis includes: a) for plurality of variables, generating initial sampling sets by sampling from provided distributions related to physical properties of circuits; b) selecting at least one sample from each initial set randomly and combining into initial simulation set; c) running initial simulation of operation of circuit, applying initial simulation set, the operation having passing/failing criterion; d) if fails: storing samples of initial set into initial sampling distributions for each variable; e) repeating steps b)-d) until sufficient failures obtained; f) building importance sampling distribution based on each initial sampling distribution, the importance distribution having lower, center, upper portions; g) generating secondary simulation set by drawing samples from importance sampling distribution for each variable; h) simulating circuit by applying the secondary set; i) repeating steps g)-h); j) mapping resulting yields to provided distributions, to obtain a yield.

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Patent Owner(s)

  • XENERGIC AB

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Johansson, Tom Lund, SE 2 13
Llorens, Arturo Prieto Lund, SE 1 0
Mohammadi, Babak Lund, SE 9 10
Prabhu, Hemanth Lund, SE 3 0

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