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:
Mar. 04, 2025

Filed:

Dec. 08, 2022
Applicant:

Stmicroelectronics, Inc., Coppell, TX (US);

Inventors:

Swapnil Sayan Saha, Fremont, CA (US);

Mahesh Chowdhary, San Jose, CA (US);

Assignee:

STMICROELECTRONICS, INC., Coppell, TX (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 3/01 (2006.01); G06F 1/16 (2006.01); G06F 3/0346 (2013.01);
U.S. Cl.
CPC ...
G06F 3/011 (2013.01); G06F 1/163 (2013.01); G06F 3/017 (2013.01); G06F 3/0346 (2013.01);
Abstract

An electronic device includes a sensor unit. The sensor unit includes a sensor and low power, low area sensor processing unit. The sensor processing unit performs an unsupervised machine learning processes to learn to recognize an activity or motion of the user or device. The user can request to learn the new activity. The sensor processing unit can request that the user remain stationary for a selected period of time before performing the activity. The sensor processing unit records sensor data while the user performs the activity and generates an activity template from the sensor data. The sensor processing can then infer when the user is performing the activity by comparing sensor signals to the activity template.


Find Patent Forward Citations

Quick Actions:

Saha, Swapnil. (2025). Sensor unit with on-device unsupervised learning and classification (U.S. Patent No. 12242663). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12242663

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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