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. 28, 2026

Filed:

Aug. 06, 2021
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Thomas Pfeil, Kornwestheim, DE;

Benedikt Sebastian Staffler, Tuebingen, DE;

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 18/2413 (2023.01); G06F 18/2431 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/2413 (2023.01); G06F 18/2431 (2023.01);
Abstract

A computer-implemented method for training a classifier is disclosed. The classifier is designed to determine an output (y) for an input data point (x). The output (y) characterizes a classification of the input data point (x). The classifier comprises a multiplicity of weights on the basis of which the output (y) is determined. At least one weight of the multiplicity of weights is quantized to a predefined first number of first values. Each two consecutive first values differ by a distance value. The distance value is also adjusted for training and the multiplicity of weights is not adjusted.


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