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. 02, 2021

Filed:

Jan. 31, 2019
Applicant:

Vircion Llc, Cedar Park, TX (US);

Inventor:

Peter Anthony Walker, Cedar Park, TX (US);

Assignee:

Vircion LLC, Cedar Park, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 21/44 (2011.01); H04N 21/845 (2011.01); H04N 21/647 (2011.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
H04N 21/44 (2013.01); G06N 20/10 (2019.01); H04N 21/64784 (2013.01); H04N 21/8456 (2013.01);
Abstract

A method for low-latency communication from a first device to a second device over an unreliable network using at least one predictive machine learning model includes representing at least one frame of time series data at the first device; recording at least one output stream, and a plurality of external inputs from the first device in an interaction recorder of the second device detecting, at the second device, at least one lost frame of time series data; training the at least one predictive machine learning model at the first device for predictive frame regeneration; regenerating the at least one lost frame of the time series data at the second device using the at least one predictive machine learning model; and combining an output stream from an application steam with the at least one regenerated frame of time series data to obtain a modified output stream.


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