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. 23, 2024

Filed:

Feb. 15, 2019
Applicant:

Braun Gmbh, Kronberg, DE;

Inventors:

Faiz Feisal Sherman, Mason, OH (US);

Xiaole Mao, Mason, OH (US);

Assignee:

Braun GmbH, Kronberg, DE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/044 (2023.01); A46B 15/00 (2006.01); A61C 17/16 (2006.01); A61C 17/22 (2006.01); A61C 17/26 (2006.01); A61C 17/34 (2006.01); B26B 21/40 (2006.01); G06F 16/28 (2019.01); G06N 3/08 (2023.01); G06V 40/20 (2022.01); G08B 21/18 (2006.01);
U.S. Cl.
CPC ...
G06N 3/044 (2023.01); A46B 15/0073 (2013.01); A61C 17/22 (2013.01); A61C 17/221 (2013.01); A61C 17/26 (2013.01); G06F 16/285 (2019.01); G06N 3/08 (2013.01); G06V 40/20 (2022.01); G08B 21/18 (2013.01); A46B 15/0002 (2013.01); A46B 15/0036 (2013.01); A46B 15/0038 (2013.01); A46B 15/004 (2013.01); A46B 15/0071 (2013.01); A46B 2200/1066 (2013.01); A61B 2562/0219 (2013.01); A61B 2562/0247 (2013.01); A61B 2562/0252 (2013.01); A61C 17/16 (2013.01); A61C 17/3409 (2013.01); B26B 21/4056 (2013.01); B26B 21/4081 (2013.01); G06F 2218/16 (2023.01);
Abstract

An apparatus for classifying the motion of a movable treatment device having at least one inertial sensor, a motion pattern classification device configured to discriminate between two or more motion classes contained in a set of motion classes of the movable treatment device, and an interface for providing inertial sensor data from the inertial sensor to the motion pattern classification device. The inertial sensor data represents a movement of the movable treatment device, wherein the motion pattern classification device comprises at least one neural network configured to receive and classify the inertial sensor data with respect to the motion classes contained, each associated with at least one class member selected based on the motion of the movable treatment device.


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