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:
Mar. 26, 2024
Filed:
Jan. 11, 2022
Applicant:
Qualcomm Incorporated, San Diego, CA (US);
Inventors:
Yadong Lu, Irvine, CA (US);
Yang Yang, San Diego, CA (US);
Yinhao Zhu, La Jolla, CA (US);
Amir Said, San Diego, CA (US);
Reza Pourreza, San Diego, CA (US);
Taco Sebastiaan Cohen, Amsterdam, NL;
Assignee:
QUALCOMM INCORPORATED, San Diego, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 19/42 (2014.01); H04N 19/124 (2014.01); H04N 19/13 (2014.01); H04N 19/136 (2014.01); H04N 19/30 (2014.01); H04N 19/36 (2014.01);
U.S. Cl.
CPC ...
H04N 19/42 (2014.11); H04N 19/124 (2014.11); H04N 19/13 (2014.11); H04N 19/136 (2014.11); H04N 19/30 (2014.11);
Abstract
A computer-implemented method for operating an artificial neural network (ANN) includes receiving an input by the ANN. The ANN generates a latent representation of the input. The latent representation is communicated according to a bit rate based on a learned latent scaling parameter. The latent scaling parameter is learned based on a channel index and a tradeoff parameter value that corresponds to a value that balances the bit rate and a distortion.