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:
May. 28, 2024
Filed:
Oct. 06, 2021
Applicant:
Smart Engines Service, Llc, Moscow, RU;
Inventors:
Elena Evgenyevna Limonova, Moscow, RU;
Dmitry Petrovich Nikolaev, Moscow, RU;
Vladimir Viktorovich Arlazarov, Moscow, RU;
Assignee:
Smart Engines Service, LLC, Moscow, RU;
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 18/2431 (2023.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06V 20/00 (2022.01); G06V 20/62 (2022.01);
U.S. Cl.
CPC ...
G06F 18/2148 (2023.01); G06F 18/2431 (2023.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06V 20/00 (2022.01); G06V 20/62 (2022.01);
Abstract
A bipolar morphological neural network may be generated by converting an initial neural network by replacing multiplication calculations in one or more convolutional layers with approximations that utilize maximum/minimum and/or addition/subtraction operations. The remaining part of the network may be trained after each convolutional layer is converted.