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:
Dec. 18, 2018
Filed:
Nov. 17, 2017
The Mathworks, Inc., Natick, MA (US);
Girish Venkataramani, Cambridge, MA (US);
Rama P. Kokku, Natick, MA (US);
Jayaprabha Shankar, Natick, MA (US);
James L. Brock, Kingston, NH (US);
Chun-Yu Shei, Allston, MA (US);
Vijaya Raghavan, Brookline, MA (US);
Yaohung Tsai, Knoxville, TN (US);
The MathWorks, Inc., Natick, MA (US);
Abstract
Systems and methods may automatically generate code for deep learning networks. The systems methods may provide a code generation framework for generating target specific code. The code generation framework may include one or more predefined class hierarchies for constructing objects of the generated code. The objects of the class hierarchies may provide an interface to predefined libraries of deep learning functions optimized for use on a target platform. The systems and methods may perform one or more optimizations on the code being generated.