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:
Feb. 28, 2023

Filed:

Feb. 26, 2019
Applicant:

New York University, New York, NY (US);

Inventors:

David J. Heeger, New York, NY (US);

Wayne E. Mackey, Clifton, NJ (US);

Assignee:

New York University, New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/544 (2006.01); G06N 3/08 (2006.01); G06N 20/00 (2019.01); G06N 3/063 (2006.01);
U.S. Cl.
CPC ...
G06F 7/5443 (2013.01); G06N 3/0635 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract

A method for computation with recurrent neural networks includes receiving an input drive and a recurrent drive, producing at least one modulatory response; computing at least one output response, each output response including a sum of: (1) the input drive multiplied by a function of at least one of the at least one modulatory response, each input drive including a function of at least one input, and (2) the recurrent drive multiplied by a function of at least one of the at least one modulatory response, each recurrent drive including a function of the at least one output response, each modulatory response including a function of at least one of (i) the at least one input, (ii) the at least one output response, or (iii) at least one first offset, and computing a readout of the at least one output response.


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