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:
Nov. 11, 2025

Filed:

Mar. 04, 2021
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Dirk Staneker, Tübingen, DE;

Hans-Georg Horst, Leonberg, GA (US);

Nicolai Wacker, Flein, DE;

Thomas Matschke, Bietigheim-Bissingen, DE;

Wolfgang Dressler, Vaihingen/Enz, DE;

Assignee:

ROBERT BOSCH GMBH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/045 (2023.01);
Abstract

A method for the inference computation of a plurality of neural networks on a hardware platform. Each of the neural networks comprise a plurality of neurons, which respectively aggregate inputs into a network input using a transfer function characterized by weights and process this network input into an activation using an activation function. The method includes: identifying at least one unit, which comprises one or multiple transfer functions and/or complete neurons and exists in at least two of the networks in the same form or in a form that is similar according to a predefined criterion; performing a single inference computation for the unit on the hardware platform so that the unit provides a set of outputs; processing this set of outputs in the respective networks as an output of the unit. A method for the simultaneous execution of multiple applications is also provided.


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