PRODUCT WAFER YIELD PREDICTION METHOD EMPLOYING A UNIT CELL APPROACH

Patent №

US 5,773,315

Granted

1998-06-30

Filed 1996

Owner

ADVANCED MICRO DEVICES, INC.

Lab

AI components

1

evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08736831

A method is presented for determining a predicted yield value for a silicon wafer subjected to a wafer fabrication process. The wafer fabrication process forms multiple integrated circuits (i.e., chips) upon a surface of the wafer. A unit cell region is chosen on the surface of the wafer and within the boundaries of a single chip. Two or more masking steps which form features within the selected unit cell region are chosen as critical masking steps. Portions of the unit cell region within which a given critical masking step forms features with minimum dimensions or spacings are identified as critical regions. A fraction of the unit cell region enveloped by critical regions is used to compute a critical chip area A' for the critical masking step. An electrical fault density D' is computed for each critical masking step as a product of an expected total defect density D.sub.t and a fraction of defects expected to result in catastrophic failures f.sub.c. An estimated yield value is calculated for each critical masking step by substituting A' and D' for A and D, respectively, in a yield equation associated with an existing yield prediction model. A predicted yield Y' for the silicon wafer is computed as the product of the estimated yield values of the critical masking steps.

Evolutionary computationH01L 22/20H10P 74/23H01L 21/0274H10P 76/2041

AI classification

Evolutionary computation0.85
Planning0.38
AI hardware0.03
Knowledge representation0.02
Machine learning0.01
Natural language0.01
Speech0.00
Vision0.00

Ownership

ADVANCED MICRO DEVICES, INC.

assignment · 82850366

Assignors

JARVIS, RICHARD W.

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

© 2026 NYSGPT2525 LLC