METHOD OF MODELING SPATIAL CORRELATIONS AMONG INTEGRATED CIRCUITS WITH RANDOMLY GENERATED SPATIAL FREQUENCIES

Patent №

US 8,930,171

Granted

2015-01-06

Filed 2012

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13343753

A computer-implemented method, computer system, and computer program for modeling spatial correlations among a set of devices. A method includes: assigning a set of physical coordinates to each device in the set of devices; representing one of a process parameter or an electric parameter for each device as a sum of at least two stochastic terms, wherein the at least two stochastic terms are chosen to satisfy the spatial correlations; simulating formation of the set of devices using the physical coordinates and the at least one of the process parameter or the electric parameter; and obtaining statistical properties of the set of devices from the simulation.

Machine learningAI hardwareG06F 30/392G06F 30/367G06F 2111/08

AI classification

AI hardware1.00
Machine learning0.55
Evolutionary computation0.02
Natural language0.00
Knowledge representation0.00
Planning0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 274810988

Assignors

LU, NING

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

From the same owner

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