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:
Apr. 16, 2024
Filed:
Feb. 23, 2018
Applicant:
Stmicroelectronics S.r.l., Agrate Brianza, IT;
Inventors:
Emanuele Plebani, Sotto Il Monte Giovanni XXIII, IT;
Danilo Pietro Pau, Sesto San Giovanni, IT;
Assignee:
STMICROELECTRONICS S.r.l., Agrate Brianza, IT;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/084 (2023.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 7/01 (2023.01);
Abstract
A classification device receives sensor data from a set of sensors and generates, using a context classifier having a set of classifier model parameters, a set of raw predictions based on the received sensor data. Temporal filtering and heuristic filtering are applied to the raw predictions, producing filtered predictions. A prediction error is generated from the filtered predictions, and model parameters of the set of classifier model parameters are updated based on said prediction error. The classification device may be a wearable device.