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:
Feb. 22, 2022
Filed:
Jan. 05, 2018
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventors:
Bogdan Pasca, Toulouse, FR;
Martin Langhammer, Alderbury, GB;
Assignee:
Intel Corporation, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2006.01); G06N 3/04 (2006.01); G06F 7/544 (2006.01); G06F 7/548 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 7/544 (2013.01); G06F 7/548 (2013.01); G06N 3/0481 (2013.01); G06F 2207/4824 (2013.01);
Abstract
The present disclosure relates generally to techniques for enhancing recurrent neural networks (RNNs) implemented on an integrated circuit. In particular, approximations of activation functions used in an RNN, such as sigmoid and hyperbolic tangent, may be implemented in an integrated circuit, which may result in increased efficiencies, reduced latency, increased accuracy, and reduced resource consumption involved with implementing machine learning.