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. 08, 2023
Filed:
Nov. 26, 2014
Applicant:
Canary Capital Llc, Wilmington, DE (US);
Inventor:
Harri Valpola, Helsinki, FI;
Assignee:
Canary Capital LLC, Wilmington, DE (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/084 (2023.01); G06N 20/00 (2019.01); G06N 3/02 (2006.01); G06N 7/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06N 3/02 (2013.01); G06N 7/046 (2013.01); G06N 20/00 (2019.01);
Abstract
Disclosed is a neural network structure enabling efficient training of the network and a method thereto. The structure is a ladder-type structure wherein one or more lateral input(s) is/are taken to decoding functions. By minimizing one or more cost function(s) belonging to the structure the neural network structure may be trained in an efficient way.