Patent · US Active

Decision-based data compression by means of deep learning technologies

US10276134B2 · kind B2 · utility

2Cited by

2References

15Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Michael Diederich · Mainz, DE
Thomas Doerk · Mainz, DE
Thorsten Muehge · Mainz, DE
Erik Rueger · Mainz, DE

Key dates

Filing date	Mar 22, 2017
Grant date	Apr 30, 2019
Priority date	—
Expiry date	Apr 29, 2037

Classification

Technology area (CPC G)Physics
CPC primaryG09G2340/02
WIPO fieldAudio-visual technology
WIPO sectorElectrical engineering

Abstract

Data may be handled based on compressibility (i.e., whether the data may be further compressed or is not further compressible). A supervised learning model may be trained using a set of known further compressible data and a set of known non-compressible data. Using these data sets, the model may generate weighting factors and bias for the particular data sets. The trained model may then be used to evaluate a set of unclassified data.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.