INTEGRATED CIRCUIT CHIP RELIABILITY USING RELIABILITY-OPTIMIZED FAILURE MECHANISM TARGETING

Patent №

US 9,639,645

Granted

2017-05-02

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14742801

Disclosed are methods for improving integrated circuit (IC) chip reliability. IC chips are manufactured and sorted into groups corresponding to process windows within a process distribution for the design. Group fail rates are set for each group based on failure mechanism fail rates, which are set for multiple failure mechanisms. An overall fail rate is determined for the full process distribution based on the group fail rates. First contribution amounts of the groups to the overall fail rate and second contribution amounts of the failure mechanisms to the group fail rate of each group are determined. Based on an analysis of the contribution amounts, at least one specific failure mechanism is selected and targeted for improvement (i.e., changes directed to the specific failure mechanism(s) are proposed and implemented). Optionally, proposed change(s) are only implemented if they will be sufficient to meet a reliability requirement and/or will not be cost-prohibitive.

PlanningG06F 30/398G06F 30/30G06F 30/39G06F 2119/02

AI classification

Planning1.00
Machine learning0.25
Knowledge representation0.05
Evolutionary computation0.04
Natural language0.00
AI hardware0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 359250581

Assignors

BICKFORD, JEANNE P., HABIB, NAZMUL, LI, BAOZHEN, WILDER, TAD J.

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

From the same owner

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