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:
Nov. 15, 2005
Filed:
Jan. 22, 2002
Applicants:
Srinivas Gutta, Yorktown Heights, NY (US);
Vasanth Philomin, Hopewell Junction, NY (US);
Miroslav Trajkovic, Ossining, NY (US);
Inventors:
Srinivas Gutta, Yorktown Heights, NY (US);
Vasanth Philomin, Hopewell Junction, NY (US);
Miroslav Trajkovic, Ossining, NY (US);
Assignee:
Koninklijke Philips Electronics N.V., Eindhoven, NL;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06E001/00 ; G06E003/00 ; G06F015/18 ; G06G007/00 ;
U.S. Cl.
CPC ...
Abstract
The learning rate used for updating the weights of a self-ordering feature map is determined by a process that injects some type of perturbation into the value so that it is not simply monotonically decreased with each training epoch. For example, the learning rate may be generated according to a pseudorandom process. The result is faster convergence of the synaptic weights.