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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.:

US 11880759 B1

PDFFull Text
Date of Patent:
Jan. 23, 2024

Filed:

Feb. 22, 2023

Vector quantization decoding hardware unit for real-time dynamic decompression for parameters of neural networks

Applicants:

Stmicroelectronics S.r.l., Agrate Brianza, IT;

Stmicroelectronics International N.v., Geneva, CH;

Inventors:

Giuseppe Desoli, San Fermo Della Battaglia, IT;

Carmine Cappetta, Battipaglia, IT;

Thomas Boesch, Rovio, CH;

Surinder Pal Singh, Noida, IN;

Saumya Suneja, New Delhi, IN;

Assignees:

STMICROELECTRONICS S.r.l., Agrate Brianza, IT;

STMicroelectronics International N.V., Geneva, CH;

Attorney:

Seed IP Law Group LLP

Primary Examiner:

Michael S Osinski

Int. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 16/22 (2019.01); G06N 3/04 (2023.01); G06N 3/063 (2023.01); G06N 3/08 (2023.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 16/2282 (2019.01); G06F 18/217 (2023.01); G06N 3/04 (2013.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01);
Abstract

Embodiments of an electronic device include an integrated circuit, a reconfigurable stream switch formed in the integrated circuit along with a plurality of convolution accelerators and a decompression unit coupled to the reconfigurable stream switch. The decompression unit decompresses encoded kernel data in real time during operation of convolutional neural network.

Find Patent Forward Citations

Desoli, Giuseppe. (2024). Vector quantization decoding hardware unit for real-time dynamic decompression for parameters of neural networks (U.S. Patent No. 11880759). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11880759

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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