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:
Jul. 30, 2024

Filed:

Jul. 09, 2021
Applicant:

Evolv Technology Solutions, Inc., Berkeley, CA (US);

Inventors:

Risto Miikkulainen, Stanford, CA (US);

Neil Iscoe, Austin, TX (US);

Assignee:

Evolv Technology Solutions, Inc., San Francisco, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/06 (2006.01); G06F 3/0484 (2022.01); G06F 11/36 (2006.01); G06F 16/23 (2019.01); G06F 16/26 (2019.01); G06F 16/958 (2019.01); G06F 40/143 (2020.01); G06N 3/04 (2023.01); G06N 3/086 (2023.01); G06N 3/126 (2023.01); G06Q 30/02 (2023.01); G06F 8/36 (2018.01); G06F 9/451 (2018.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 3/0484 (2013.01); G06F 11/3664 (2013.01); G06F 16/2379 (2019.01); G06F 16/26 (2019.01); G06F 16/958 (2019.01); G06F 40/143 (2020.01); G06N 3/086 (2013.01); G06N 3/126 (2013.01); G06Q 30/02 (2013.01); G06F 8/36 (2013.01); G06F 9/451 (2018.02); G06N 3/06 (2013.01);
Abstract

The technology disclosed relates to webinterface generation and testing to promote a predetermined target user behavior. In particular, the technology disclosed stores a candidate database having a population of candidate individuals. Each of the candidate individuals identify respective values for a plurality of hyperparameters of the candidate individual. The hyperparameters describe topology of a respective neural network and coefficients for interconnects of the respective neural network. The technology disclosed writes a preliminary pool of candidate individuals into the candidate individual population. The technology disclosed tests each of the candidate individuals in the candidate individual population. The technology disclosed adds to the candidate individual population new individuals based on the testing. The technology disclosed repeats the candidate testing and the addition of the new individuals.


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