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, 2019

Filed:

Mar. 14, 2017
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Tobias Blaettler, Maur, CH;

Thomas Mittelholzer, Zurich, CH;

Thomas Parnell, Zurich, CH;

Charalampos Pozidis, Thalwil, CH;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G06N 3/08 (2006.01); H03M 7/30 (2006.01); G06N 20/00 (2019.01); G06N 3/04 (2006.01); G06N 7/08 (2006.01); H03M 7/40 (2006.01); H04N 19/13 (2014.01); H04N 19/91 (2014.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
H03M 7/30 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06N 7/08 (2013.01); G06N 20/00 (2019.01); H03M 7/3079 (2013.01); H03M 7/4018 (2013.01); H04N 19/13 (2014.11); H04N 19/91 (2014.11); G06N 5/046 (2013.01);
Abstract

A technique for non-binary context mixing in a compressor includes generating, by a plurality of context models, model predictions regarding a value of a next symbol to be encoded. A mixer generates a set of final predictions from the model predictions. An arithmetic encoder generates compressed data based on received input symbols and the set of final predictions. The received input symbols belong to an alphabet having a size greater than two and the mixer generates a feature matrix from the model predictions and trains a classifier that generates the set of final predictions.


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