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. 29, 2026

Filed:

Mar. 01, 2021
Applicant:

Polyn Technology Limited, London, GB;

Inventors:

Aleksandrs Timofejevs, Riga, LV;

Boris Maslov, Newport Beach, CA (US);

Nikolai Kovshov, Moscow, RU;

Dmitri Godovskiy, Moscow, RU;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/065 (2023.01); G06F 1/3206 (2019.01); G06F 1/3287 (2019.01); G06F 30/39 (2020.01); G06N 3/044 (2023.01); G06N 3/049 (2023.01); G06N 3/0499 (2023.01); G06N 3/063 (2023.01); G06N 3/082 (2023.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/065 (2023.01); G06F 1/3206 (2013.01); G06F 1/3287 (2013.01); G06F 30/39 (2020.01); G06N 3/044 (2023.01); G06N 3/049 (2013.01); G06N 3/0499 (2023.01); G06N 3/063 (2013.01); G06N 3/082 (2013.01); G06N 5/04 (2013.01);
Abstract

Systems and methods are provided for analog hardware realization of neural networks. The method incudes obtaining a neural network topology and weights of a trained neural network. The method also includes transforming the neural network topology to an equivalent analog network of analog components. The method also includes computing a weight matrix for the equivalent analog network based on the weights of the trained neural network. Each element of the weight matrix represents a respective connection between analog components of the equivalent analog network. The method also includes generating a schematic model for implementing the equivalent analog network based on the weight matrix, including selecting component values for the analog components.


Find Patent Forward Citations

Timofejevs, Aleksandrs. (2026). Analog hardware realization of neural networks (U.S. Patent No. 12748960). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12748960

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

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