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:
Sep. 15, 2020
Filed:
Feb. 03, 2016
Applicant:
Preferred Networks, Inc., Tokyo, JP;
Inventors:
Assignee:
Preferred Networks, Inc., Tokyo, JP;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/04 (2006.01); G16C 20/50 (2019.01); G06N 7/00 (2006.01); G16C 20/70 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/0472 (2013.01); G06N 7/005 (2013.01); G16C 20/50 (2019.02); G16C 20/70 (2019.02);
Abstract
In various embodiments, the systems and methods described herein relate to generative models. The generative models may be trained using machine learning approaches, with training sets comprising chemical compounds and biological or chemical information that relate to the chemical compounds. Deep learning architectures may be used. In various embodiments, the generative models are used to generate chemical compounds that have desired characteristics, e.g. activity against a selected target. The generative models may be used to generate chemical compounds that satisfy multiple requirements.