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:
Nov. 21, 2023

Filed:

Nov. 04, 2021
Applicant:

Center for Deep Learning IN Electronics Manufacturing, Inc., San Jose, CA (US);

Inventors:

Thang Nguyen, San Jose, CA (US);

Ajay Baranwal, Dublin, CA (US);

Michael J. Meyer, Palo Alto, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/0455 (2023.01); G06F 30/398 (2020.01); G06T 9/00 (2006.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06T 9/002 (2013.01); G06F 30/398 (2020.01); G06N 3/0455 (2023.01); G06T 7/0006 (2013.01);
Abstract

Methods for compressing shape data for a set of electronic designs include inputting a set of shape data, where the shape data comprises mask designs. A convolutional autoencoder encodes the set of shape data, where the encoding compresses the set of shape data to produce a set of encoded shape data. The convolutional autoencoder is tuned for increased accuracy of the set of encoded shape data based on design rules for the set of shape data. The convolutional autoencoder comprises a set of parameters comprising weights, and the convolutional autoencoder has been trained to determine what information to keep based on the weights.


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