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.

Date of Patent:
Oct. 20, 2026

Filed:

Jul. 06, 2023
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventor:

Jan Hendrik Metzen, Boeblingen, DE;

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06N 3/092 (2023.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06N 3/092 (2023.01);
Abstract

A method for ascertaining an optimal architecture of an artificial neural network. The method includes: ascertaining the optimal architecture of the artificial neural network by repeatedly ascertaining a trajectory from the initial node to a terminal node based on the defined strategy, determining a reward for the ascertained trajectory, determining a cost function for the ascertained trajectory based on the ascertained reward for the trajectory and the flows associated with the edges along the trajectory, and respectively updating the flows associated with the edges along the trajectory, based on the cost function until an ascertained trajectory fulfills a termination criterion for the architecture search, wherein the trajectory that fulfills the termination criterion represents the optimal architecture.


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Metzen, Jan. (2026). Method for ascertaining an optimal architecture of an artificial neural network (U.S. Patent No. 12769980). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12769980

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