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:
Mar. 17, 2026

Filed:

Jun. 17, 2020
Applicant:

Elektrobit Automotive Gmbh, Erlangen, DE;

Inventors:

Sorin Mihai Grigorescu, Brasov, RO;

Bogdan Trasnea, Brasov, RO;

Andrei Vasilcoi, Brasov, RO;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/086 (2023.01); B60W 60/00 (2020.01); G06V 10/774 (2022.01); G08G 1/01 (2006.01); B60W 50/00 (2006.01);
U.S. Cl.
CPC ...
G06N 3/086 (2013.01); B60W 60/0027 (2020.02); G06V 10/774 (2022.01); G08G 1/0125 (2013.01); B60W 2050/0018 (2013.01);
Abstract

This disclosure is related to a method, a computer program code, and an apparatus for training a convolutional neural network for an autonomous driving system. The disclosure is further related to a convolutional neural network, to an autonomous driving system comprising a neural network, and to an autonomous or semi-autonomous vehicle comprising such an autonomous driving system. For training the convolutional neural network, in a first step real-world driving data are selected as training data. Furthermore, synthetic driving data are generated as training data. The convolutional neural network is then trained on the selected real-world driving data and the generated synthetic driving data using a genetic algorithm.


Find Patent Forward Citations

Grigorescu, Sorin. (2026). Training of a convolutional neural network (U.S. Patent No. 12579442). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12579442

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

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