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:
Sep. 08, 2026

Filed:

Oct. 02, 2024
Applicants:

Korea Advanced Institute of Science and Technology, Daejeon, KR;

Foundation of Soongsil University-industry Cooperation, Seoul, KR;

Inventors:

Kijung Shin, Daejeon, KR;

Taehyung Kwon, Daejeon, KR;

Jihoon Ko, Daejeon, KR;

Jinhong Jung, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 7/30 (2006.01); G06N 3/0442 (2023.01); G06N 3/0495 (2023.01);
U.S. Cl.
CPC ...
H03M 7/3059 (2013.01); H03M 7/3077 (2013.01); H03M 7/6011 (2013.01); G06N 3/0442 (2023.01); G06N 3/0495 (2023.01);
Abstract

Disclosed is a lossy tensor compression method using neural tensor-train decomposition (NTTD). A lossy tensor compression method performed by a computer system may include inputting, to a neural tensor-train decomposition (NTTD) model, mode indices of a target entry to be reconstructed, and obtaining tensor-train (TT) cores from the mode indices of the target entry to be reconstructed through the NTTD model.


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