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.
Patent No.:
Date of Patent:
Aug. 06, 2024
Filed:
Mar. 20, 2020
Robert Bosch Gmbh, Stuttgart, DE;
Thomas Rocznik, Mountain View, CA (US);
Akshay Malhotra, Fremont, CA (US);
Christian Peters, Mountain View, CA (US);
Rudolf Bichler, Eningen, DE;
Robert Duerichen, Oxford, GB;
Robert Bosch GmbH, Stuttgart, DE;
Abstract
A system and method is disclosed for classifying time-series data provided to a machine-learning model from a continuous sensor signal. The data may be 'windowed' or “divided” into a smaller data segment using a first stage classifier where an “event of interest” may be identified. The first stage classifier may employ an algorithm that prohibits false negative identifications. The data segment detected as including an event of interest may then be transmitted to a second stage classifier operable to performs a full classification on the data segment. The multi-stage network may require less power and a less complex structure.