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:
Jul. 14, 2026

Filed:

Aug. 04, 2020
Applicant:

Volkswagen Aktiengesellschaft, Wolfsburg, DE;

Inventors:

Nikhil Kapoor, Wolfsburg, DE;

Peter Schlicht, Wolfsburg, DE;

John Serin Varghese, Braunschweig, DE;

Jan David Schneider, Wolfsburg, DE;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 3/063 (2013.01);
Abstract

The disclosure relates to methods for compressing a neural network, wherein members of a vehicle fleet locally execute the neural network and during at least one inference phase each determine a selection of elements of the neural network that should be pruned, wherein the members of the fleet transmit the respective determined selection to a central server, wherein the central server merges the respective transmitted selections and generates a merged selection, and wherein the central server prunes the neural network on the basis of the merged selection.


Find Patent Forward Citations

Kapoor, Nikhil. (2026). Methods for compressing a neural network (U.S. Patent No. 12682259). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12682259

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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