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:
Nov. 11, 2025
Filed:
Dec. 01, 2022
Infineon Technologies Ag, Neubiberg, DE;
Kajetan Nuernberger, Munich, DE;
INFINEON TECHNOLOGIES AG, Neubiberg, DE;
Abstract
According to various embodiments, a training arrangement for training a machine learning model for state determination in closed-loop control is described, comprising a microcontroller and a data processing system external to the microcontroller. The microcontroller comprises a trace system configured to capture operational information state information determined by a machine learning model of the microcontroller and to transmit them to the data processing system which is configured to compare the determined state information with ground truth sensor information, to determine whether an update for the machine learning model is required depending on the comparison and, if it has determined that an update for the machine learning model is required, to determine an update for the machine learning model and transmit the update to the microcontroller. The microcontroller is configured to update the machine learning model in response to the reception of an update from the data processing system.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile