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:
May. 10, 2022

Filed:

Mar. 27, 2020
Applicant:

Facebook Technologies, Llc, Menlo Park, CA (US);

Inventors:

Nadine Hussami, Brooklyn, NY (US);

Patrick Kaifosh, New York, NY (US);

Alexandre Barachant, Brooklyn, NY (US);

Daniel Wetmore, Brooklyn, NY (US);

Assignee:

Facebook Technologies, LLC, Menlo Park, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/01 (2006.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01); G16H 50/50 (2018.01); G16H 40/67 (2018.01);
U.S. Cl.
CPC ...
G06F 3/015 (2013.01); G06F 3/017 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G16H 40/67 (2018.01); G16H 50/50 (2018.01); G06F 3/014 (2013.01);
Abstract

The disclosed method may include receiving neuromuscular activity data over a first time series from a first sensor on a wearable device donned by a user receiving ground truth data over a second time series from a second sensor that indicates a body part state of a body part of the user, generating one or more training datasets by time-shifting at least a portion of the neuromuscular activity data over the first time series relative to the second time series, to associate the neuromuscular activity data with at least a portion of the ground truth data, and training one or more inferential models based on the one or more training datasets. Various other related methods and systems are also disclosed.


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