HIERARCHICAL FEATURE EXTRACTION FOR ELECTRICAL INTERACTION CALCULATIONS

Patent №

US 8,510,690

Granted

2013-08-13

Filed 2010

Owner

MENTOR GRAPHICS CORPORATION

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12777226

A method of calculating electrical interactions of circuit elements in an integrated circuit layout without flattening the entire database that describes the layout. In one embodiment, a hierarchical database is analyzed and resistance and capacitance calculations made for a repeating pattern of elements are re-used at each instance of the repeated pattern and adjusted for local conditions. In another embodiment, a circuit layout is converted into a number of tiles, wherein the resistance and capacitance calculations made for the circuit elements in the center and a boundary region of the tiles are computed separately and combined. Environmental information that affects electrical interaction between circuit elements in different levels of hierarchy is calculated at a lower level of hierarchy so that such calculations do not need to be made for each placement of a repeated cell and so that not all interacting elements need to be promoted to the same hierarchy level to compute the electrical interactions.

Machine learningG06F 30/398G06F 30/367

AI classification

Machine learning0.58
Knowledge representation0.29
AI hardware0.21
Natural language0.01
Vision0.00
Speech0.00
Planning0.00
Evolutionary computation0.00

Ownership

MENTOR GRAPHICS CORPORATION

assignment · 249950087

Assignors

KAUTH, THOMAS H., GIBSON, PATRICK D., HERTZ, KURT C., GRODD, LAURENCE W.

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

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