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:
Aug. 20, 2024
Filed:
Jun. 21, 2019
Applicant:
Xilinx, Inc., San Jose, CA (US);
Inventors:
Yaman Umuroglu, Islandbridge, IE;
Nicholas Fraser, Dublin, IE;
Michaela Blott, Malahide, IE;
Kristof Denolf, Longmont, CO (US);
Kornelis A. Vissers, Sunnyvale, CA (US);
Assignee:
XILINX, INC., San Jose, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06N 3/08 (2023.01); G06N 3/082 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/063 (2013.01); G06N 3/082 (2013.01); G06N 3/084 (2013.01);
Abstract
An example method of training a neural network includes defining hardware building blocks (HBBs), neuron equivalents (NEQs), and conversion procedures from NEQs to HBBs; defining the neural network using the NEQs in a machine learning framework; training the neural network on a training platform; and converting the neural network as trained into a netlist of HBBs using the conversion procedures to convert the NEQs in the neural network to the HBBs of the netlist.