APPARATUS AND METHOD FOR ACCELERATING SIMULATIONS AND DESIGNING INTEGRATED CIRCUITS AND OTHER SYSTEMS

Patent №

US 8,301,431

Granted

2012-10-30

Filed 2008

Owner

TEXAS INSTRUMENTS INCORPORATED

Lab

AI components

3

ml · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12346036

A method of accelerating a Monte Carlo (MC) simulation for a system including a first component having a first input parameter and a second component having a second input parameter. The simulation model provided includes a first component model including a first model parameter corresponding to the first input parameter and a second component model having a second model parameter corresponding to the second input parameter. A first acceleration factor for the first component and a second acceleration factor for the second component are calculated based on at least the respective number of instances. A first scaled distribution is computed from the first distribution and a second scaled distribution is computed from the second distribution based on the respective acceleration factors. The MC simulation for the system is run, wherein values for the first model parameter value and second model parameter value are obtained based on the respective scaled distributions.

AI classification

Evolutionary computation1.00
AI hardware0.99
Machine learning0.98
Planning0.28
Knowledge representation0.06
Vision0.01
Natural language0.00
Speech0.00

Ownership

TEXAS INSTRUMENTS INCORPORATED

assignment · 220600012

Assignors

HERAGU, KEERTHINARAYAN P., HOUSTON, THEODORE W., SESHADRI, ANAND, MAIR, HUGH T.

On an employer assignment, the assignors are typically the inventors.

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