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.
Patent No.:
Date of Patent:
Jan. 02, 2024
Filed:
Mar. 11, 2022
Samsung Electronics Co., Ltd., Suwon-si, KR;
In Huh, Seoul, KR;
Jeong-hoon Ko, Hwaseong-si, KR;
Hyo-jin Choi, Seoul, KR;
Seung-ju Kim, Suwon-si, KR;
Chang-wook Jeong, Hwaseong-si, KR;
Joon-wan Chai, Seoul, KR;
Kwang-il Park, Yongin-si, KR;
Youn-sik Park, Hwaseong-si, KR;
Hyun-sun Park, Seoul, KR;
Young-min Oh, Suwon-si, KR;
Jun-haeng Lee, Hwaseong-si, KR;
Tae-ho Lee, Suwon-si, KR;
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Abstract
A method of reinforcement learning of a neural network device for generating a verification vector for verifying a circuit design comprising a circuit block includes inputting a test vector to the circuit block, generating one or more rewards based on a coverage corresponding to the test vector, the coverage being determined based on a state transition of the circuit block based on the test vector, and applying the one or more rewards to a reinforcement learning.