The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 24, 2026
Filed:
May. 13, 2024
Micron Technology, Inc., Boise, ID (US);
Kyle B. Brock-Petersen, Boulder, CO (US);
Robert Winston Mason, Boise, ID (US);
Micron Technology, Inc., Boise, ID (US);
Abstract
Described are systems and methods for memory failure analysis based on bitline threshold voltage distributions. An example method of implementing a failure type prediction model includes: receiving, by a processing device, a first failure-related dataset reflecting a first bitline threshold voltage distribution associated with a first memory device; determining, based on the first failure-related dataset, a first failure type distribution for the first memory device; creating a training dataset comprising the first failure-related dataset and the first failure type distribution; and training, using the training dataset, a failure type prediction model to determine, for a second memory device, a second failure type distribution based on a second failure-related dataset comprising second bitline threshold voltage data associated with a second memory device.