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. 27, 2022

Filed:

Jun. 11, 2018
Applicant:

University of Southern California, Los Angeles, CA (US);

Inventors:

Dong Song, Walnut, CA (US);

Brian S. Robinson, Culver City, CA (US);

Theodore W. Berger, Rancho Palos Verdes, CA (US);

Assignee:

University of Southern California, Los Angeles, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06N 3/049 (2013.01); G06N 3/08 (2013.01); G06N 20/10 (2019.01);
Abstract

A method for estimating output neuron spikes based on input-output spike data that includes input spike data and corresponding output spike data includes formulating, using a controller, a weight value that characterizes plastic properties of a neuron based on the input-output spike data. The method further includes receiving, by the controller, an input spike train. The method further includes estimating, using the controller, an output spike train that corresponds to the input spike train by applying the weight value to a feedforward kernel that estimates the output spike train based on the input spike train and the weight value.


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